Abo sadam whatsapp plus - Squarespace

10
Next

Transcript of Abo sadam whatsapp plus - Squarespace

Abosadamwhatsappplus

Whatsappplusabosadamnewversion.Whatsappplus2downloadabosadam.Abo2sadamwhatsappplus.Whatsappplusabosadamalrifai.Whatsappplusabosadamapk.

Coronavirus.Politologue.com©unsitedePolitologue.com-Touteslesdonnéesaffichéessurlesitevoussontproposéesàdesfinsstatistiquesetàtitred'information--EllesproviennenttoutesdedonnéespubliquesdisponiblesenOpenData--0,27sec-UPDATEDPLAYLISTGriffandSigridteamupfor“HeadonFire.”LISTENNOWBAYNKjoinsYungBaeandsharesmusicfromhislatestalbum.WATCHNOWOurweeklyvideoseriesrecapsthelatestandgreatestinmusic.NEWDJMIXFitness:Ride,January2022(DJMix)TheUKproducer’sexclusivecyclingmixwill“thrillthesensesintoaction.”UPDATEDPLAYLISTChristinaAguileraandOzunaindulgeinsomeperreovibes.OntheAir24/7AppleMusicRadioShowsHereToThereRadiowithDJSpinnaGrooveContinentalRadiowithYungBae¡DalePlay!RadiowithSandraPeñaTrailblazersRadiowithFancyHagoodEDWRECKRADIOwithPedroWinterToday'sCountryRadiowithKelleighBannenMusicbyMoodLisaOllesch,OliviaVenohr,DanielBodemer.(2022)Implicitguidanceineducationalonlinecollaboration:Supportinghighlyqualitativeandfriendlyknowledgeexchangeprocesses.ComputersandEducationOpen3,100064.Onlinepublicationdate:1-Dec-2022.CrossrefChaimaMessaoudi,ZahiaGuessoum,LotfiBenRomdhane.(2022)Opinionmininginonlinesocialmedia:asurvey.SocialNetworkAnalysisandMining12:1.Onlinepublicationdate:11-Jan-2022.CrossrefPeijieSun,LeWu,KunZhang,YuSu,MengWang.(2022)AnUnsupervisedAspect-AwareRecommendationModelwithExplanationTextGeneration.ACMTransactionsonInformationSystems40:3,1-29.Onlinepublicationdate:31-Jul-2022.CrossrefMohammadDaradkeh.(2022)AnalyzingSentimentsandDiffusionCharacteristicsofCOVID-19VaccineMisinformationTopicsinSocialMedia.InternationalJournalofBusinessAnalytics9:3,1-22.Onlinepublicationdate:1-Jul-2022.CrossrefBinWang,PengfeiGuo,XingWang,YongzhongHe,WeiWang.(2022)TransparentAspect-LevelSentimentAnalysisBasedonDependencySyntaxAnalysisandItsApplicationonCOVID-19.JournalofDataandInformationQuality14:2,1-24.Onlinepublicationdate:30-Jun-2022.CrossrefAdailtonF.Araujo,MarcosP.S.Gôlo,RicardoM.Marcacini.(2022)Opinionminingforappreviews:ananalysisoftextualrepresentationandpredictivemodels.AutomatedSoftwareEngineering29:1.Onlinepublicationdate:6-Oct-2021.CrossrefMd.SaddamHossainMukta,Md.AdnanulIslam,FaisalAhamedKhan,AfjalHossain,ShuvanonRazik,ShazzadHossain,JalalMahmud.(2022)AComprehensiveGuidelineforBengaliSentimentAnnotation.ACMTransactionsonAsianandLow-ResourceLanguageInformationProcessing21:2,1-19.Onlinepublicationdate:31-Mar-2022.CrossrefGauravMeena,KrishnaKumarMohbey,AjayIndian.(2022)CategorizingSentimentPolaritiesinSocialNetworksDataUsingConvolutionalNeuralNetwork.SNComputerScience3:2.Onlinepublicationdate:30-Dec-2021.CrossrefNitishRanjanBhowmik,MohammadArifuzzaman,M.RubaiyatHossainMondal.(2022)SentimentanalysisonBanglatextusingextendedlexicondictionaryanddeeplearningalgorithms.Array13,100123.Onlinepublicationdate:1-Mar-2022.CrossrefMayiXu,BiqingZeng,HengYang,JunlongChi,JiataoChen,HongyeLiu.(2022)Combiningdynamiclocalcontextfocusanddependencyclusterattentionforaspect-levelsentimentclassification.Neurocomputing478,49-69.Onlinepublicationdate:1-Mar-2022.CrossrefVahidGarousi,DavidCutting,MichaelFelderer.(2022)MininguserreviewsofCOVIDcontact-tracingapps:AnexploratoryanalysisofnineEuropeanapps.JournalofSystemsandSoftware184,111136.Onlinepublicationdate:1-Feb-2022.CrossrefBrianGoodwin,ElisabethS.Wilson,MatthewM.Oware,HeatherH.Kestian,TerryJ.Stigdon,EricA.Miller.(2022)Textminingandtheexaminationoflanguageusedtoreportchildmaltreatment:Howlanguageimpactschildwelfareintakereports.ChildrenandYouthServicesReview133,106344.Onlinepublicationdate:1-Feb-2022.CrossrefHassanNajadat,MohammadA.Alzubaidi,IslamQarqaz.(2022)DetectingArabicSpamReviewsinSocialNetworksBasedonClassificationAlgorithms.ACMTransactionsonAsianandLow-ResourceLanguageInformationProcessing21:1,1-13.Onlinepublicationdate:31-Jan-2022.CrossrefScottF.Kiesling.(2022)StanceandStancetaking.AnnualReviewofLinguistics8:1,409-426.Onlinepublicationdate:14-Jan-2022.CrossrefSRajaRajeswari,Dr.A.JohnSanjeevKumar.(2022)AComparativePerformanceStudyofClassificationModelsforOpinionMining.InternationalJournalofAdvancedResearchinScience,CommunicationandTechnology,159-165.Onlinepublicationdate:13-Jan-2022.CrossrefEdiSutoyo,AchmadPratamaRifai,AnharRisnumawan,MuhardiSaputra.(2022)Acomparisonoftextweightingschemesonsentimentanalysisofgovernmentpolicies:acasestudyofreplacementofnationalexaminations.MultimediaToolsandApplications8.Onlinepublicationdate:12-Jan-2022.CrossrefGiuseppeD’Aniello,MatteoGaeta,IlariaLaRocca.(2022)KnowMIS-ABSA:anoverviewandareferencemodelforapplicationsofsentimentanalysisandaspect-basedsentimentanalysis.ArtificialIntelligenceReview398.Onlinepublicationdate:9-Jan-2022.CrossrefPandiarajA.,SundarC.,PavalarajanS..(2022)Sentimentanalysisonnewspaperarticlereviews:contributiontowardsimprovedrideroptimization-basedhybridclassifier.Kybernetes51:1,348-382.Onlinepublicationdate:18-Mar-2021.CrossrefYongGao,YuanyuanChen,LanMu,ShizeGong,PengchengZhang,YuLiu.(2022)Measuringurbansentimentsfromsocialmediadata:adual-polaritymetricapproach.JournalofGeographicalSystems95.Onlinepublicationdate:5-Jan-2022.CrossrefAkratiSaxena,HaritaReddy,PratishthaSaxena.2022.IntroductiontoSentimentAnalysisCoveringBasics,Tools,EvaluationMetrics,Challenges,andApplications.PrinciplesofSocialNetworking,249-277.CrossrefSuaniaAcampa,CiroClementeDeFalco,DomenicoTrezza.2022.LearningAlgorithmsofSentimentAnalysis.HandbookofResearchonAdvancedResearchMethodologiesforaDigitalSociety,176-194.CrossrefDomenicoTrezza,MiriamDiLisio.2022.The“BlueCheck”CommunicationonthePandemiaVaccineCampaign.HandbookofResearchonAdvancedResearchMethodologiesforaDigitalSociety,664-685.CrossrefJarnishsBeltrán,RenéJara-Reyes,AntoineFaure.2022.TheEmotionsoftheOutbreak.Topics,SentimentsandPoliticsonTwitterDuringChileanOctober.CommunicationandSmartTechnologies,216-226.CrossrefErkanÇiçek,UğurGündüz.2022.ASentimentAnalysisandRoleofTwitterforHealthCommunications.HandbookofResearchonDigitalCitizenshipandManagementDuringCrises,188-205.CrossrefRehanIftikhar,MohammadSaudKhan.2022.SocialMediaBigDataAnalyticsforDemandForecasting.ResearchAnthologyonBigDataAnalytics,Architectures,andApplications,902-920.CrossrefLucíaMartín-Gómez,RebecaCordero-Gutiérrez,JavierPérez-Marcos.2022.BusinessBenefitsofInstagramScraping:QuestionableUsesofData.NewTrendsinDisruptiveTechnologies,TechEthicsandArtificialIntelligence,219-227.CrossrefLucianIstrati,AlexandraCiobotaru.2022.AutomaticMonitoringandAnalysisofBrandsUsingDataExtractedfromTwitterinRomanian.IntelligentSystemsandApplications,55-75.CrossrefMaryamEdalati,AliShariqImran,ZenunKastrati,SherMuhammadDaudpota.2022.ThePotentialofMachineLearningAlgorithmsforSentimentClassificationofStudents’FeedbackonMOOC.IntelligentSystemsandApplications,11-22.CrossrefPraneethGunti,BrijB.Gupta,ElhadjBenkhelifa.2022.DataMiningApproachesforSentimentAnalysisinOnlineSocialNetworks(OSNs).DataMiningApproachesforBigDataandSentimentAnalysisinSocialMedia,116-141.CrossrefJoséManuelGarcía-VandewalleGarcía,MarinaGarcía-Carmona,JuanManuelTrujilloTorres,PabloMoya-Fernández.(2022)TeacherTrainingforEducationalChange:TheViewofInternationalExperts.ContemporaryEducationalTechnology14:1,ep330.Onlinepublicationdate:1-Jan-2022.CrossrefFerdinandoDiMartino,SabrinaSenatore.2022.Semi-supervisedFeatureSelectionMethodforFuzzyClusteringofEmotionalStatesfromSocialStreamsMessages.AdvancesinMachineLearning/DeepLearning-basedTechnologies,9-25.CrossrefXuChen,JunLi,WenxinHan,ShudongLiu.(2022)UrbanTourismDestinationImagePerceptionBasedonLDAIntegratingSocialNetworkandEmotionAnalysis:TheExampleofWuhan.Sustainability14:1,12.Onlinepublicationdate:21-Dec-2021.CrossrefRunjieXu,NanYe,QianruTao,ShuoZhang.2022.RiskAssessmentIndicatorsforTechnologyEnterprises:FromthePerspectiveofComplexNetworks.AIandAnalyticsforPublicHealth,241-253.CrossrefL.V.KrishnaRao,S.SaiVamsi,Sk.SabihaNaazneen,S.Gowthami,G.BinduBharati.2022.ProductReviewAnalysis.ICTSystemsandSustainability,659-669.CrossrefKalpdrumPassi,JaydeepMotisariya.2022.TwitterSentimentAnalysisofthe2019IndianElection.IOTwithSmartSystems,805-814.CrossrefJianhongLuo,ShifenQiu,XuweiPan,KeYang,YuanqingqingTian.(2022)ExplorationofSpaLeisureConsumptionSentimenttowardsDifferentHolidaysandDifferentCitiesthroughOnlineReviews:ImplicationsforCustomerSegmentation.Sustainability14:2,664.Onlinepublicationdate:7-Jan-2022.CrossrefNicholasJ.Restrepo,LuciaIllari,RhysLeahy,RichardF.Sear,YonatanLupu,NeilF.Johnson.(2022)HowSocialMediaMachineryPulledMainstreamParentingCommunitiesClosertoExtremesandTheirMisinformationDuringCovid-19.IEEEAccess10,2330-2344.Onlinepublicationdate:1-Jan-2022.CrossrefTianxiongWang.(2022)ANovelApproachofIntegratingNaturalLanguageProcessingTechniqueswithFuzzyTOPSISforProductEvaluation.Symmetry14:1,120.Onlinepublicationdate:10-Jan-2022.CrossrefMuhammadImran,UmairQazi,FerdaOfli.(2022)TBCOV:TwoBillionMultilingualCOVID-19TweetswithSentiment,Entity,Geo,andGenderLabels.Data7:1,8.Onlinepublicationdate:10-Jan-2022.CrossrefYinZhuang,ZhenLiu,Ting-TingLiu,Chih-ChiehHung,Yan-JieChai.(2022)Implicitsentimentanalysisbasedonmulti-featureneuralnetworkmodel.SoftComputing26:2,635-644.Onlinepublicationdate:25-Nov-2021.CrossrefShanliangYang,LinlinXing,YongmingLi,ZhengChang.(2022)Implicitsentimentanalysisbasedongraphattentionneuralnetwork.EngineeringReports4:1.Onlinepublicationdate:31-Aug-2021.CrossrefDavidValle-Cruz,VanessaFernandez-Cortez,AsdrúbalLópez-Chau,RodrigoSandoval-Almazán.(2022)DoesTwitterAffectStockMarketDecisions?FinancialSentimentAnalysisDuringPandemics:AComparativeStudyoftheH1N1andtheCOVID-19Periods.CognitiveComputation14:1,372-387.Onlinepublicationdate:23-Jan-2021.CrossrefFelipeBravo-Marquez,ArunKhanchandani,BernhardPfahringer.(2022)IncrementalWordVectorsforTime-EvolvingSentimentLexiconInduction.CognitiveComputation14:1,425-441.Onlinepublicationdate:21-Jan-2021.CrossrefThomasBos,FlaviusFrasincar.(2022)AutomaticallyBuildingFinancialSentimentLexiconsWhileAccountingforNegation.CognitiveComputation14:1,442-460.Onlinepublicationdate:11-Feb-2021.CrossrefFelipeBravo-Marquez,CristiánTamblay.(2022)Words,Tweets,andReviews:LeveragingAffectiveKnowledgeBetweenMultipleDomains.CognitiveComputation14:1,388-406.Onlinepublicationdate:2-Sep-2021.CrossrefPawanKumar,ReibenEappenReji,VikramSingh.2022.ExtractingEmotionQuotientofViralInformationOverTwitter.DistributedComputingandIntelligentTechnology,210-226.CrossrefDouglasH.Silva,ErickG.Maziero,MuhammadSaadi,RenataL.Rosa,JuanC.Silva,DemostenesZ.Rodriguez,KostromitinK.Igorevich.(2022)Bigdataanalyticsforcriticalinformationclassificationinonlinesocialnetworksusingclassifierchains.Peer-to-PeerNetworkingandApplications15:1,626-641.Onlinepublicationdate:10-Jan-2022.CrossrefSeoyoonLee,SohyunPark,MinjungKwak.(2022)RevealingthedualimportanceandKanotypeofattributesthroughcustomerreviewanalytics.AdvancedEngineeringInformatics51,101533.Onlinepublicationdate:1-Jan-2022.CrossrefNahiliWedjdane,RezegKhaled,KazarOkba.(2021)BetterDecisionMakingwithSentimentAnalysisofAmazonreviews.2021InternationalConferenceonInformationSystemsandAdvancedTechnologies(ICISAT),1-7.CrossrefBelémPriegoSánchez,RafaelGuzmanCabrera,MichelVelazquezCarrillo,WendyMoralesCastro.(2021)Identifyingthepolarityofatextgiventheemotionofitsauthor.JournalofIntelligent&FuzzySystems8138,1-9.Onlinepublicationdate:23-Dec-2021.CrossrefDachunSun,ChaoqiYang,JinyangLi,RuijieWang,ShuochaoYao,HuajieShao,DongxinLiu,ShengzhongLiu,TianshiWang,TarekF.Abdelzaher.(2021)ComputationalModelingofHierarchicallyPolarizedGroupsbyStructuredMatrixFactorization.FrontiersinBigData4.Onlinepublicationdate:22-Dec-2021.CrossrefGianniBrauwers,FlaviusFrasincar.(2021)ASurveyonAspect-BasedSentimentClassification.ACMComputingSurveys28.Onlinepublicationdate:22-Dec-2021.CrossrefFatimaZohraYoucef,FatihaBarigou.(2021)Arabiclanguageinvestigationinthecontextofunimodalandmultimodalsentimentanalysis.202122ndInternationalArabConferenceonInformationTechnology(ACIT),1-7.CrossrefLukasErhard,RaphaelHHeiberger,MichaelWindzio.(2021)DiverseEffectsofMassMediaonConcernsaboutImmigration:NewEvidencefromGermany,2001–2016.EuropeanSociologicalReview78.Onlinepublicationdate:18-Dec-2021.CrossrefMuhammadAamir,AsimUllahJan,NeelamMukhtar,MohammadAbidKhan,ZafarAli,WaheedAhmedAbro,GuanYurong.(2021)AnUnsupervisedGraph-BasedHybridApproachforOpinionSummarization.202118thInternationalComputerConferenceonWaveletActiveMediaTechnologyandInformationProcessing(ICCWAMTIP),83-88.CrossrefZijun(June)Shi,XiaoLiu,KannanSrinivasan.(2021)HypeNewsDiffusionandRiskofMisinformation:TheOzEffectinHealthCare.JournalofMarketingResearch35,002224372110444.Onlinepublicationdate:16-Dec-2021.CrossrefNataliaMoraLópez.2021.Chapter11.GenericanalysisofmobileapplicationreviewsinEnglishandSpanish.CorporainTranslationandContrastiveResearchintheDigitalAge,284-306.CrossrefThiagodeOliveiraLima,MethaniasColaco,KleberH.deJ.Prado,IsraelDiasdeJ.,FredericoResendedeOliveira.(2021)ABigDataExperimenttoEvaluatetheEffectivenessofTraditionalMachineLearningTechniquesAgainstLSTMNeuralNetworksintheHotelsClientsOpinionMining.2021IEEEInternationalConferenceonBigData(BigData),5199-5208.CrossrefMurtuzaShahzad,HamedAlhoori.(2021)PublicReactiontoScientificResearchviaTwitterSentimentPrediction.JournalofDataandInformationScience0:0.Onlinepublicationdate:11-Dec-2021.CrossrefBillyYu.(2021)Howconsumeropinionsareaffectedbymarketers:anempiricalexaminationbydeeplearningapproach.JournalofResearchinInteractiveMarketingahead-of-print:ahead-of-print.Onlinepublicationdate:7-Dec-2021.CrossrefYogevMatalon,OfirMagdaci,AdamAlmozlino,DanYamin.(2021)UsingsentimentanalysistopredictopinioninversioninTweetsofpoliticalcommunication.ScientificReports11:1.Onlinepublicationdate:31-Mar-2021.CrossrefByounghoJin,GwiaKim,MargueriteMoore,LoriRothenberg.(2021)Consumerstoreexperiencethroughvirtualreality:itseffectonemotionalstatesandperceivedstoreattractiveness.FashionandTextiles8:1.Onlinepublicationdate:5-May-2021.CrossrefMilagrosFernández-Gavilanes,EnriqueCosta-Montenegro,SilviaGarcía-Méndez,FranciscoJ.González-Castaño,JonathanJuncal-Martínez.(2021)Evaluationofonlineemojidescriptionresourcesforsentimentanalysispurposes.ExpertSystemswithApplications184,115279.Onlinepublicationdate:1-Dec-2021.CrossrefHassanAlzahrani,SubrataAcharya,PhilippeDuverger,NamP.Nguyen.(2021)Contextualpolarityandinfluencemininginonlinesocialnetworks.ComputationalSocialNetworks8:1.Onlinepublicationdate:14-Oct-2021.CrossrefC.Luna-Nevarez.(2021)Neuromarketing,Ethics,andRegulation:AnExploratoryAnalysisofConsumerOpinionsandSentimentonBlogsandSocialMedia.JournalofConsumerPolicy44:4,559-583.Onlinepublicationdate:28-Aug-2021.CrossrefXiaofangZhao,YuhongLiu,ZhigangJin.(2021)Multiplexnetworkembeddingforimplicitsentimentanalysis.Complex&IntelligentSystems7:6,3179-3193.Onlinepublicationdate:6-Sep-2021.CrossrefSayaniGhosal,AmitaJain,SwatiSharma,DevendraKumarTayal.(2021)ARMLOWA:aspectratinganalysiswithmulti-layerapproach.ProgressinArtificialIntelligence10:4,505-516.Onlinepublicationdate:18-Jul-2021.CrossrefEnguangZuo,AlimjanAysa,MahpiratMuhammat,YuxiaZhao,KurbanUbul.(2021)Contextawaresemanticadaptationnetworkforcrossdomainimplicitsentimentclassification.ScientificReports11:1.Onlinepublicationdate:11-Nov-2021.CrossrefEunJinKwak,JohnE.Grable.(2021)Conceptualizingtheuseofthetermfinancialriskbynon-academicsandacademicsusingtwittermessagesandScienceDirectpaperabstracts.SocialNetworkAnalysisandMining11:1.Onlinepublicationdate:2-Jan-2021.CrossrefMrityunjaySingh,AmitKumarJakhar,ShivamPandey.(2021)SentimentanalysisontheimpactofcoronavirusinsociallifeusingtheBERTmodel.SocialNetworkAnalysisandMining11:1.Onlinepublicationdate:19-Mar-2021.CrossrefMohammedAlqmase,HusniAl-Muhtaseb,HabibRabaan.(2021)Sports-fanaticismformalismforsentimentanalysisinArabictext.SocialNetworkAnalysisandMining11:1.Onlinepublicationdate:5-Jun-2021.CrossrefAkhmedovFarkhod,AkmalbekAbdusalomov,FazliddinMakhmudov,YoungImCho.(2021)LDA-BasedTopicModelingSentimentAnalysisUsingTopic/Document/Sentence(TDS)Model.AppliedSciences11:23,11091.Onlinepublicationdate:23-Nov-2021.CrossrefJosefSchwaiger,TimoHammerl,JohannsenFlorian,SusanneLeist.(2021)UR:SMART–Atoolforanalyzingsocialmediacontent.InformationSystemsande-BusinessManagement19:4,1275-1320.Onlinepublicationdate:16-Sep-2021.CrossrefBryanG.Victor,BrianE.Perron,RebeccahL.Sokol,LisaFedina,JosephP.Ryan.(2021)AutomatedIdentificationofDomesticViolenceinWrittenChildWelfareRecords:LeveragingTextMiningandMachineLearningtoEnhanceSocialWorkResearchandEvaluation.JournaloftheSocietyforSocialWorkandResearch12:4,631-655.Onlinepublicationdate:1-Dec-2021.CrossrefDeepshiGarg,PrakashTiwari.(2021)Impactofsocialmediasentimentsinstockmarketpredictions:Abibliometricanalysis.BusinessInformationReview38:4,170-182.Onlinepublicationdate:22-Nov-2021.Crossref,AayushGupta,AnantGandhi,,SaarthakAgarwal,,ShaminChokshi,,SaravanakumarK,.(2021)SentimentAnalysis-EnhancementsandApplications.InternationalJournalofRecentTechnologyandEngineering(IJRTE)10:4,56-70.Onlinepublicationdate:30-Nov-2021.CrossrefFedericoBarravecchia,LucaMastrogiacomo,FiorenzoFranceschini.(2021)Digitalvoice-of-customerprocessingbytopicmodellingalgorithms:insightstovalidateempiricalresults.InternationalJournalofQuality&ReliabilityManagementahead-of-print:ahead-of-print.Onlinepublicationdate:30-Nov-2021.CrossrefGemechuBocheBeshana.(2021)StagePerformanceandMusicalAnalysisofHaacaaluuHundeessaaWorksbyusingSentimentAnalysisTechniques.InternationalJournalofScientificResearchinComputerScience,EngineeringandInformationTechnology,124-128.Onlinepublicationdate:10-Nov-2021.CrossrefChunhuaYao,XinyuSong,XueleiZhang,WeichengZhao,AoFeng,Sze-TengLiong.(2021)MultitaskLearningforAspect-BasedSentimentClassification.ScientificProgramming2021,1-9.Onlinepublicationdate:29-Nov-2021.CrossrefCeciliaPasquinelli,MariapinaTrunfio,SimonaRossi.(2021)Beyondtheauthenticity–standardisationparadoxininternationalgastronomyretailing:Twistingthehostingcitybrandwiththeplaceoforigin.BritishFoodJournal123:13,561-578.Onlinepublicationdate:29-Nov-2021.CrossrefJosephA.Bonito,JoannKeyton.(2021)Avalence-basedaccountofgroupinteractionanddecisionmaking.CommunicationMonographs42,1-21.Onlinepublicationdate:24-Nov-2021.CrossrefA.M.Abirami,A.Askarunisa.2021.AnOntology‐BasedContextualDataModelingforProcessImprovementinHealthcare.SemanticWebforEffectiveHealthcare,1-37.CrossrefZahraAyeste,SamiraNoferesti.(2021)Asemanticapproachbasedondomainknowledgeforpolarityshiftdetectionusingdistantsupervision.ProgressinArtificialIntelligence7.Onlinepublicationdate:23-Nov-2021.CrossrefTiffanyL.Marcantonio,DannyValdez,KristenN.Jozkowski.(2021)AssessingYoungAdults’InternalFeelingsRelatedtoRefusingSexualBehavior.TheJournalofSexResearch58:9,1184-1193.Onlinepublicationdate:6-Aug-2021.CrossrefIanMichaelUrriza,MariaArtAntonetteClarino.(2021)Aspect-BasedSentimentAnalysisofUserCreatedGameReviews.202124thConferenceoftheOrientalCOCOSDAInternationalCommitteefortheCo-ordinationandStandardisationofSpeechDatabasesandAssessmentTechniques(O-COCOSDA),76-81.CrossrefWeizhiLiao,JiaruiZhou,YuWang,YanchaoYin,XiaobingZhang.(2021)Fine-grainedattention-basedphrase-awarenetworkforaspect-levelsentimentanalysis.ArtificialIntelligenceReview15.Onlinepublicationdate:17-Nov-2021.CrossrefSandeepaKannangara,WayneWobcke.(2021)Determiningpoliticalinterestsofissue-motivatedgroupsonsocialmedia:jointtopicmodelsforissues,sentimentandstance.JournalofComputationalSocialScience3.Onlinepublicationdate:12-Nov-2021.CrossrefPeichengTian.(2021)NumericalAnalysisofVoiceActivityDetectionandInteractiveCloudComputingSysteminLanguageEducationApplication.2021FifthInternationalConferenceonI-SMAC(IoTinSocial,Mobile,AnalyticsandCloud)(I-SMAC),1222-1225.CrossrefAparnaBulusu,KvsnRamaRao.(2021)SentimentAnalysisofLearnerReviewstoimproveefficacyofMassiveOpenOnlineCourses(MOOC’s)-ASurvey.2021FifthInternationalConferenceonI-SMAC(IoTinSocial,Mobile,AnalyticsandCloud)(I-SMAC),933-941.CrossrefChaoliZhang,DazhenLin,DonglinCao,ShaoziLi.(2021)GrammarguidedembeddingbasedChineselongtextsentimentclassification.ConcurrencyandComputation:PracticeandExperience33:21.Onlinepublicationdate:7-Jun-2021.CrossrefYakupATLI,NagehanİLHAN.(2021)DuyguAnaliziİçinYeniBirSözlük;NAYALexDuyguSözlüğü.EuropeanJournalofScienceandTechnology.Onlinepublicationdate:10-Nov-2021.CrossrefNgoc-TuNguyen,Trong-DatNguyen,Duy-CatCan,Mai-VuTran,HaLuuManh,Hoang-QuynhLe.(2021)Attention-BasedDeepLearningModelforAspectClassificationonVietnameseE-commerceData.202113thInternationalConferenceonKnowledgeandSystemsEngineering(KSE),1-6.CrossrefWarihMaharani,DwiH.Widyantoro,MasayuL.Khodra.(2021)Dynamicaspect-basedratingsystemandvisualization.UserModelingandUser-AdaptedInteraction18.Onlinepublicationdate:9-Nov-2021.CrossrefSambitTripathi,AmitV.Deokar,HayaAjjan.(2021)UnderstandingtheOrderEffectofOnlineReviews:ATextMiningPerspective.InformationSystemsFrontiers54.Onlinepublicationdate:9-Nov-2021.CrossrefV.VinothKumar,K.M.KarthickRaghunath,V.Muthukumaran,RoseBinduJoseph,I.S.Beschi,AkshayK.Uday.(2021)Aspectbasedsentimentanalysisandsmartclassificationinuncertainfeedbackpool.InternationalJournalofSystemAssuranceEngineeringandManagement26.Onlinepublicationdate:9-Nov-2021.CrossrefM.KabirHassan,FahmiAliHudaefi,RezzyEkoCaraka.(2021)Miningnetizen’sopiniononcryptocurrency:sentimentanalysisofTwitterdata.StudiesinEconomicsandFinanceahead-of-print:ahead-of-print.Onlinepublicationdate:5-Nov-2021.CrossrefMuhammadRifkiRusandi,EdiSutoyo,VandhaPradwiyasmaWidartha.(2021)ConvolutionalNeuralNetworkforPredictingSentiment:CaseStudyinTourism.2021SixthInternationalConferenceonInformaticsandComputing(ICIC),1-5.CrossrefHapnesToba,MewatiAyub,MareshaCarolineWijanto,RoyParsaoran,AriyantoSani.(2021)GroupsAllocationBasedonSentiment-EpistemicAnalysisinOnlineLearningEnvironment.2021InternationalConferenceonDataandSoftwareEngineering(ICoDSE),1-6.CrossrefC.Weismayer.(2021)Investigatingtheaffectivepartofsubjectivewell-being(SWB)bymeansofsentimentanalysis.InternationalJournalofSocialResearchMethodology24:6,697-712.Onlinepublicationdate:8-Sep-2020.CrossrefLeilaMoudjari,FarahBenamara,KarimaAkli-Astouati.(2021)Multi-levelembeddingsforprocessingArabicsocialmediacontents.ComputerSpeech&Language70,101240.Onlinepublicationdate:1-Nov-2021.CrossrefBrianR.Belland,ChanMinKim,AnnaY.Zhang,AfafA.Baabdullah,EunseoLee.(2021)UsingProcessandMotivationDatatoPredicttheQualityWithWhichPreserviceTeachersDebuggedHigherandLowerComplexityPrograms.IEEETransactionsonEducation64:4,374-382.Onlinepublicationdate:1-Nov-2021.CrossrefRaghuRaman,SairamB,VeenaG,HardikVachharajani,PremaNedungadi.(2021)AdoptionofonlineproctoredexaminationsbyuniversitystudentsduringCOVID-19:Innovationdiffusionstudy.EducationandInformationTechnologies26:6,7339-7358.Onlinepublicationdate:31-May-2021.CrossrefDaxinHuang,JunzhengJiang,FangZhou,ShanOuyang.(2021)Adistributedalgorithmforgraphsemi-supervisedlearning.PatternRecognitionLetters151,48-54.Onlinepublicationdate:1-Nov-2021.CrossrefAustinL.Fitzgerald,JillianM.Josimovich,CharlotteJ.Robinson,RobertN.Reed,AndreaF.Currylow.(2021)IdentifyingnegativesentimentpolarityintheJudastechnique.ConservationScienceandPractice3:11.Onlinepublicationdate:7-Oct-2021.CrossrefLunaDeBruyne,OrphéeDeClercq,VéroniqueHoste.(2021)MixingandMatchingEmotionFrameworks:InvestigatingCross-FrameworkTransferLearningforDutchEmotionDetection.Electronics10:21,2643.Onlinepublicationdate:29-Oct-2021.CrossrefZheZhang,ZhuWang,XiaonaLi,NannanLiu,BinGuo,ZhiwenYu.(2021)ModalNet:anaspect-levelsentimentclassificationmodelbyexploringmultimodaldatawithfusiondiscriminantattentionalnetwork.WorldWideWeb24:6,1957-1974.Onlinepublicationdate:20-Sep-2021.CrossrefSeong-TaekPark,Do-YeonKim,GuozhongLi.(2021)Ananalysisofenvironmentalbigdatathroughtheestablishmentofemotionalclassificationsystemmodelbasedonmachinelearning:focusonmultimediacontentsforportalapplications.MultimediaToolsandApplications80:26-27,34459-34477.Onlinepublicationdate:23-Mar-2020.CrossrefSung-WonLee,GuangboJiang,Hai-YanKong,ChangLiu.(2021)Adifferenceofmultimediaconsumer’sratingandreviewthroughsentimentanalysis.MultimediaToolsandApplications80:26-27,34625-34642.Onlinepublicationdate:24-Mar-2020.CrossrefNoraAlturayeif,HamzahLuqman.(2021)Fine-GrainedSentimentAnalysisofArabicCOVID-19TweetsUsingBERT-BasedTransformersandDynamicallyWeightedLossFunction.AppliedSciences11:22,10694.Onlinepublicationdate:12-Nov-2021.CrossrefGürdalErtek,LakshmiKailas.(2021)AnalyzingaDecadeofWindTurbineAccidentNewswithTopicModeling.Sustainability13:22,12757.Onlinepublicationdate:18-Nov-2021.CrossrefConstantinBratianu,DanFlorinStanescu,RaresMocanu,RuxandraBejinaru.(2021)SerialMultipleMediationoftheImpactofCustomerKnowledgeManagementonSustainableProductInnovationbyInnovativeWorkBehavior.Sustainability13:22,12927.Onlinepublicationdate:22-Nov-2021.CrossrefYulianZhang,ShigeyukiHamori.(2021)Donewssentimentandtheeconomicuncertaintycausedbypublichealtheventsimpactmacroeconomicindicators?EvidencefromaTVP-VARdecompositionapproach.TheQuarterlyReviewofEconomicsandFinance82,145-162.Onlinepublicationdate:1-Nov-2021.CrossrefZeyuLi,TianheYu,HaoShen.(2021)ResearchonOpinionTargetsExtractionofTravelReviewsBasedonRoBERTaEmbeddedBILSTM-CRFModel.2021InternationalConferenceonCulture-orientedScience&Technology(ICCST),114-118.CrossrefPiyushGhasiya,KojiOkamura.(2021)UnderstandingtheMiddleEastthroughtheeyesofJapan’sNewspapers:Atopicmodellingandsentimentanalysisapproach.DigitalScholarshipintheHumanities36:4,871-885.Onlinepublicationdate:13-Mar-2021.CrossrefHyunJungKang,IrisEshkol-Taravella.(2021)BeyondthePolarities:SentimentAnalysisofFrenchRestaurantReviewsUsingBERT-basedModels.20218thInternationalConferenceonBehavioralandSocialComputing(BESC),1-8.CrossrefJaeJungHan,Hyun-jungKim.(2021)PredictionofInvestor-SpecificTradingTrendsinSouthKoreanStockMarketsUsingaBiLSTMPredictionModelBasedonSentimentAnalysisofFinancialNewsArticles.JournalofBehavioralFinance2,1-13.Onlinepublicationdate:28-Oct-2021.CrossrefSamuelMahatmaputraTedjojuwono,ClementNeonardi.(2021)AspectBasedSentimentAnalysis:RestaurantOnlineReviewPlatforminIndonesiawithUnsupervisedScrapedCorpusinIndonesianLanguage.20211stInternationalConferenceonComputerScienceandArtificialIntelligence(ICCSAI),213-218.CrossrefHarriJalonen,JussiKokkola,HarriLaihonen,HannaKirjavainen,ValtteriKaartemo,MiikaVähämaa.(2021)Reachinghard-to-reachpeoplethroughdigitalmeans–Citizensasinitiatorsofco-creationinpublicservices.InternationalJournalofPublicSectorManagement34:7,799-816.Onlinepublicationdate:5-Aug-2021.CrossrefDanielKhashabi,ArmanCohan,SiamakShakeri,PedramHosseini,PouyaPezeshkpour,MaliheAlikhani,MoinAminnaseri,MarziehBitaab,FaezeBrahman,SarikGhazarian,MozhdehGheini,ArmanKabiri,RabeehKarimiMahabagdi,OmidMemarrast,AhmadrezaMosallanezhad,ErfanNoury,ShahabRaji,MohammadSadeghRasooli,SepidehSadeghi,ErfanSadeqiAzer,NiloofarSafiSamghabadi,MahsaShafaei,SaberSheybani,AliTazarv,YadollahYaghoobzadeh.(2021)ParsiNLU:ASuiteofLanguageUnderstandingChallengesforPersian.TransactionsoftheAssociationforComputationalLinguistics9,1147-1162.Onlinepublicationdate:27-Oct-2021.CrossrefKhanMd.Hasib,NurulAkterTowhid,Md.GolamRabiulAlam.(2021)TopicModelingandSentimentAnalysisusingOnlineReviewsforBangladeshAirlines.2021IEEE12thAnnualInformationTechnology,ElectronicsandMobileCommunicationConference(IEMCON),0428-0434.CrossrefIhsanPutrananda,PutuWuriHandayani,FatimahAzzahro.(2021)Substance,EmotionalandNon-EmotionalContentofOnlineReviewInfluenceonPurchaseDecisionsinIndonesianE-Commerce.2021InternationalConferenceonAdvancedComputerScienceandInformationSystems(ICACSIS),1-6.CrossrefGiovanniSpitale,NikolaBiller-Andorno,FedericoGermani.(2021)Theanti-GreenPassrhetoricinItalyisshapedbyanti-vaccineviewsandfocusesonlimitationsofpersonalfreedom:AsociallisteninganalysisonTelegramchats(Preprint).JournalofMedicalInternetResearch.Onlinepublicationdate:20-Oct-2021.CrossrefDonnySabriAshari,BudhiIrawan,CasiSetianingsih.(2021)SentimentAnalysisonOnlineTransportationServicesUsingConvolutionalNeuralNetworkMethod.20218thInternationalConferenceonElectricalEngineering,ComputerScienceandInformatics(EECSI),335-340.CrossrefJeongwonYang,PloypinChuenterawong,KrittaphatPugdeethosapol.(2021)SpeakingUponBlackLivesMatter:AComparativeStudyofConsumerReactionstowardBrandandInfluencer-GeneratedCorporateSocialResponsibilityMessages.JournalofAdvertising50:5,565-583.Onlinepublicationdate:9-Nov-2021.CrossrefMohiuddinMdAbdulQudar,PalakBhatia,VijayMago.(2021)ONSET:OpinionandAspectExtractionSystemfromUnlabelledData.2021IEEEInternationalConferenceonSystems,Man,andCybernetics(SMC),733-738.CrossrefKangZhang,YushuiGeng,JingZhao,WenxiaoLi,JianxinLiu.(2021)MultimodalSentimentAnalysisBasedonAttentionMechanismandTensorFusionNetwork.2021IEEEInternationalConferenceonSystems,Man,andCybernetics(SMC),1473-1477.CrossrefWorapojSuwanpipob,NgamnijArch-int,MonlicaWattana.(2021)ASentimentClassificationfromReviewCorpususingLinkedOpenDataandSentimentLexicon.202113thInternationalConferenceonInformationTechnologyandElectricalEngineering(ICITEE),19-23.CrossrefAlbertoBarbado,VíctorFresno,ÁngelesManjarrésRiesco,SalvadorRos.(2021)DISCOPAL:DiachronicSpanishsonnetcorpuswithpsychologicalandaffectivelabels.LanguageResourcesandEvaluation47.Onlinepublicationdate:13-Oct-2021.CrossrefNasrinDehbozorgi,DivyaPramasaniMohandoss.(2021)Aspect-BasedEmotionAnalysisonSpeechforPredictingPerformanceinCollaborativeLearning.2021IEEEFrontiersinEducationConference(FIE),1-7.CrossrefSivaKumarPathuri,N.Anbazhagan,MandalK,T.V.SaiKrishna,Chitturi.Prasad.(2021)AHybridBag-BoostalgorithmforFeature-BasedSentimentalAnalysisonMobileReviews.20212ndInternationalConferenceonSmartElectronicsandCommunication(ICOSEC),948-953.CrossrefJaeheonChun,JaejoonAhn,YoungminKim,SukjunLee.(2021)UsingDeepLearningtoDevelopaStockPricePredictionModelBasedonIndividualInvestorEmotions.JournalofBehavioralFinance22:4,480-489.Onlinepublicationdate:18-Sep-2020.CrossrefChuanlanLiu,SibeiXia,ChunminLang.(2021)ClothingConsumptionDuringtheCOVID-19Pandemic:EvidenceFromMiningTweets.ClothingandTextilesResearchJournal39:4,314-330.Onlinepublicationdate:12-May-2021.CrossrefTobiasDaudert.(2021)Exploitingtextualandrelationshipinformationforfine-grainedfinancialsentimentanalysis.Knowledge-BasedSystems230,107389.Onlinepublicationdate:1-Oct-2021.CrossrefChiaraRavazzi,FabrizioDabbene,ConstantinoLagoa,AntonV.Proskurnikov.(2021)LearningHiddenInfluencesinLarge-ScaleDynamicalSocialNetworks:AData-DrivenSparsity-BasedApproach,inMemoryofRobertoTempo.IEEEControlSystems41:5,61-103.Onlinepublicationdate:1-Oct-2021.CrossrefRalphFoorthuis.(2021)Onthenatureandtypesofanomalies:areviewofdeviationsindata.InternationalJournalofDataScienceandAnalytics12:4,297-331.Onlinepublicationdate:4-Aug-2021.CrossrefChadA.Melton,OlufuntoA.Olusanya,NarimanAmmar,ArashShaban-Nejad.(2021)PublicsentimentanalysisandtopicmodelingregardingCOVID-19vaccinesontheRedditsocialmediaplatform:Acalltoactionforstrengtheningvaccineconfidence.JournalofInfectionandPublicHealth14:10,1505-1512.Onlinepublicationdate:1-Oct-2021.CrossrefThienKhaiTran,HoaDinh,HienNguyen,Dac-NhuongLe,Dong-KyNguyen,AnC.Tran,VietNguyen-Hoang,HaNguyenThiThu,DinhHung,SuongTieu,CanhKhuu,TuanA.Nguyen.(2021)TheImpactoftheCOVID-19PandemiconCollegeStudents:AnOnlineSurvey.Sustainability13:19,10762.Onlinepublicationdate:28-Sep-2021.CrossrefNgoc-Bao-VanLe,Jun-HoHuh.(2021)ApplyingSentimentProductReviewsandVisualizationforBISystemsinVietnameseE-CommerceWebsite:FocusingonVietnameseContext.Electronics10:20,2481.Onlinepublicationdate:12-Oct-2021.CrossrefMohammadAL-Smadi,MahmoudM.Hammad,Sa’adA.Al-Zboon,SajaAL-Tawalbeh,ErikCambria.(2021)GatedRecurrentUnitwithMultilingualUniversalSentenceEncoderforArabicAspect-BasedSentimentAnalysis.Knowledge-BasedSystems10,107540.Onlinepublicationdate:1-Oct-2021.CrossrefAnjumanAntil,HarshV.Verma.(2021)RahulGandhionTwitter:AnAnalysisofBrandBuildingThroughTwitterbytheLeaderoftheMainOppositionPartyinIndia.GlobalBusinessReview22:5,1258-1275.Onlinepublicationdate:10-Apr-2019.CrossrefGillesJacobs,VéroniqueHoste.(2021)Fine-GrainedImplicitSentimentinFinancialNews:UncoveringHiddenBullsandBears.Electronics10:20,2554.Onlinepublicationdate:19-Oct-2021.CrossrefJ.Shobana,M.Murali.(2021)Anefficientsentimentanalysismethodologybasedonlongshort-termmemorynetworks.Complex&IntelligentSystems7:5,2485-2501.Onlinepublicationdate:18-Jun-2021.CrossrefYunfeiLong,RongXiang,QinLu,Chu-RenHuang,MingleiLi.(2021)ImprovingAttentionModelBasedonCognitionGroundedDataforSentimentAnalysis.IEEETransactionsonAffectiveComputing12:4,900-912.Onlinepublicationdate:1-Oct-2021.CrossrefTae-KookKim,KilhwanKim.(2021)SentimentClassificationofGameReviewDataUsingTopicModeling.JournalofDigitalContentsSociety22:9,1477-1486.Onlinepublicationdate:30-Sep-2021.CrossrefNinaRizun,AleksandraRevina,VeraG.Meister.(2021)Assessingbusinessprocesscomplexitybasedontextualdata:EvidencefromITILITticketprocessing.BusinessProcessManagementJournalahead-of-print:ahead-of-print.Onlinepublicationdate:24-Sep-2021.CrossrefYevheniiShendrikov,DariaTabunshchyk,SergeySubbotin,PeterArras,GalynaTabunshchyk.(2021)ImplementationofLanguageProcessingToolsfortheUniversityQualitySystem.202111thIEEEInternationalConferenceonIntelligentDataAcquisitionandAdvancedComputingSystems:TechnologyandApplications(IDAACS),705-708.CrossrefMohammedElsaidMoussa,EnsafHusseinMohamed,MohamedHassanHaggag.(2021)Opinionmining:ahybridframeworkbasedonlexiconandmachinelearningapproaches.InternationalJournalofComputersandApplications43:8,786-794.Onlinepublicationdate:14-May-2019.CrossrefAhmedOmar,TarekM.Mahmoud,TarekAbd-El-Hafeez,AhmedMahfouz.(2021)Multi-labelArabictextclassificationinOnlineSocialNetworks.InformationSystems100,101785.Onlinepublicationdate:1-Sep-2021.CrossrefJaehunPark,ByungKwonLee.(2021)Anopinion-drivendecision-supportframeworkforbenchmarkinghotelservice.Omega103,102415.Onlinepublicationdate:1-Sep-2021.CrossrefJieZhou,JiabaoZhao,JimmyXiangjiHuang,QinminVivianHu,LiangHe.(2021)MASAD:Alarge-scaledatasetformultimodalaspect-basedsentimentanalysis.Neurocomputing455,47-58.Onlinepublicationdate:1-Sep-2021.CrossrefYouZhang,JinWang,XuejieZhang.(2021)Learningsentimentsentencerepresentationwithmultiviewattentionmodel.InformationSciences571,459-474.Onlinepublicationdate:1-Sep-2021.CrossrefYanpingFu,YunLiu.(2021)Cross-domainsentimentclassificationbasedonkeypivotandnon-pivotextraction.Knowledge-BasedSystems228,107280.Onlinepublicationdate:1-Sep-2021.CrossrefS.Leelavathy,M.Nithya.(2021)Publicopinionminingusingnaturallanguageprocessingtechniqueforimprovisationtowardssmartcity.InternationalJournalofSpeechTechnology24:3,561-569.Onlinepublicationdate:11-Nov-2020.CrossrefHichemRahab,AbdelhafidZitouni,MahieddineDjoudi.(2021)SANA:SentimentanalysisonnewspaperscommentsinAlgeria.JournalofKingSaudUniversity-ComputerandInformationSciences33:7,899-907.Onlinepublicationdate:1-Sep-2021.CrossrefHassanNazeerChaudhry,YasirJaved,FarzanaKulsoom,ZahidMehmood,ZafarIqbalKhan,UmarShoaib,SadafHussainJanjua.(2021)SentimentAnalysisofbeforeandafterElections:TwitterDataofU.S.Election2020.Electronics10:17,2082.Onlinepublicationdate:27-Aug-2021.CrossrefMingyunGu,HaixiangGuo,JunZhuang.(2021)SocialMediaBehaviorandEmotionalEvolutionduringEmergencyEvents.Healthcare9:9,1109.Onlinepublicationdate:27-Aug-2021.CrossrefFrancescoVincenzoSurano,MaurizioPorfiri,AlessandroRizzo.(2021)AnalysisoflockdownperceptionintheUnitedStatesduringtheCOVID-19pandemic.TheEuropeanPhysicalJournalSpecialTopics13.Onlinepublicationdate:1-Sep-2021.CrossrefLucaBacco,AndreaCimino,FeliceDell’Orletta,MarioMerone.(2021)ExplainableSentimentAnalysis:AHierarchicalTransformer-BasedExtractiveSummarizationApproach.Electronics10:18,2195.Onlinepublicationdate:8-Sep-2021.CrossrefGeorgeR.Milne,BegumKaplan,KristenL.Walker,LarryZacharias.(2021)Connectingwiththefuture:Theroleofsciencefictionmoviesinhelpingconsumersunderstandprivacy‐technologytrade‐offs.JournalofConsumerAffairs55:3,737-762.Onlinepublicationdate:19-Apr-2021.CrossrefMuhammadMujahid,ErnestoLee,FurqanRustam,PatrickBernardWashington,SaleemUllah,AijazAhmadReshi,ImranAshraf.(2021)SentimentAnalysisandTopicModelingonTweetsaboutOnlineEducationduringCOVID-19.AppliedSciences11:18,8438.Onlinepublicationdate:12-Sep-2021.CrossrefAnaCristinaMunaro,RenatoBarcelos,ElianeCristineFranciscoMaffezzolli,JoãoPedroRodrigues,EmersonParaiso.(2021)Toengageornotengage?ThefeaturesofvideocontentonYouTubeaffectingdigitalconsumerengagement.JournalofConsumerBehaviour20:5,1336-1352.Onlinepublicationdate:29-Mar-2021.CrossrefJoanLlobera,AlejandroBeacco,RamonOliva,GizemŞenel,DomnaBanakou,MelSlater.(2021)Evaluatingparticipantresponsestoavirtualrealityexperienceusingreinforcementlearning.RoyalSocietyOpenScience8:9,210537.Onlinepublicationdate:15-Sep-2021.CrossrefAzizkhanF.Pathan,ChetanaPrakash.(2021)Attention-basedposition-awareFrameworkforAspect-basedOpinionMiningusingBidirectionalLongShort-TermMemory.JournalofKingSaudUniversity-ComputerandInformationSciences.Onlinepublicationdate:1-Sep-2021.CrossrefYinZhang,JinyangDu,XiaoMa,HaoyuWen,GiancarloFortino.(2021)Aspect-BasedSentimentAnalysisforUserReviews.CognitiveComputation13:5,1114-1127.Onlinepublicationdate:13-

Jul-2021.CrossrefSoujanyaPoria,NavonilMajumder,DevamanyuHazarika,DeepanwayGhosal,RishabhBhardwaj,SamsonYuBaiJian,PengfeiHong,RomilaGhosh,AbhinabaRoy,NiyatiChhaya,AlexanderGelbukh,RadaMihalcea.(2021)RecognizingEmotionCauseinConversations.CognitiveComputation13:5,1317-1332.Onlinepublicationdate:13-Sep-2021.CrossrefFutoshiIwama,MikiEnoki,SachikoYoshihama.(2021)HOPE-Graph:AHypothesisEvaluationServiceconsideringNewsandCausalityKnowledge.2021IEEEInternationalConferenceonSmartDataServices(SMDS),198-209.CrossrefHangZheng,JianhuiZhang,YoshimiSuzuki,FumiyoFukumoto,HiromitsuNishizaki.(2021)Semi-SupervisedLearningforAspect-BasedSentimentAnalysis.2021InternationalConferenceonCyberworlds(CW),209-212.CrossrefJesusM.Sanchez-Gomez,MiguelA.Vega-Rodríguez,CarlosJ.Pérez.(2021)Sentiment-orientedquery-focusedtextsummarizationaddressedwithamulti-objectiveoptimizationapproach.AppliedSoftComputing4,107915.Onlinepublicationdate:1-Sep-2021.CrossrefFatima-EzzahraLagrari,YoussfiElkettani.(2021)TraditionalandDeepLearningApproachesforSentimentAnalysis:ASurvey.AdvancesinScience,TechnologyandEngineeringSystemsJournal6:5,1-7.Onlinepublicationdate:1-Sep-2021.CrossrefBiqingZeng,HengYang,ShuaiLiu,MayiXu.(2021)Learningfortarget-dependentsentimentbasedonlocalcontext-awareembedding.TheJournalofSupercomputing98.Onlinepublicationdate:30-Aug-2021.CrossrefGeorgiosAlexandridis,JohnAliprantis,KonstantinosMichalakis,KonstantinosKorovesis,PanagiotisTsantilas,GeorgeCaridakis.(2021)AKnowledge-BasedDeepLearningArchitectureforAspect-BasedSentimentAnalysis.InternationalJournalofNeuralSystems,2150046.Onlinepublicationdate:25-Aug-2021.CrossrefGuangquanLu,JihongHuang.(2021)LearningRepresentationFromConcurrence-WordsGraphForAspectSentimentClassification.TheComputerJournal64:7,1069-1079.Onlinepublicationdate:23-Jul-2021.CrossrefRicardoGodinhoBilro,SandraMariaCorreiaLoureiro,JoanaFonsecaSantos.(2021)Masstigestrategiesonsocialmedia:Theinfluenceonsentimentsandattitudetowardthebrand.InternationalJournalofConsumerStudies45.Onlinepublicationdate:23-Aug-2021.CrossrefQingchunBai,JieZhou,LiangHe.(2021)PG-RNN:usingposition-gatedrecurrentneuralnetworksforaspect-basedsentimentclassification.TheJournalofSupercomputing5.Onlinepublicationdate:20-Aug-2021.CrossrefRozaHikmatHamaAziz,NazifeDimililer.(2021)SentiXGboost:enhancedsentimentanalysisinsocialmediapostswithensembleXGBoostclassifier.JournaloftheChineseInstituteofEngineers44:6,562-572.Onlinepublicationdate:28-Jun-2021.CrossrefTobiasDaudert.(2021)Amulti-sourceentity-levelsentimentcorpusforthefinancialdomain:theFinLincorpus.LanguageResourcesandEvaluation59.Onlinepublicationdate:16-Aug-2021.CrossrefJunghoonLee,DonghwaKim,YoungbinRo,PilsungKang.(2021)ImprovingKoreanEmotionClassificationviaColloquial-AdaptivePretraining.JournaloftheKoreanInstituteofIndustrialEngineers47:4,342-350.Onlinepublicationdate:15-Aug-2021.CrossrefYuanbingLi,XianWu,YifeiJin,JianLi,GuoliangLi,JianhuaFeng.(2021)Adapativealgorithmsforcrowd-aidedcategorization.TheVLDBJournal412.Onlinepublicationdate:13-Aug-2021.CrossrefKhalidK.Osman,KaseyM.Faust.(2021)TowardOperationalizingEquityinWaterInfrastructureServices:DevelopingaDefinitionofWaterEquity.ACSES&TWater1:8,1849-1858.Onlinepublicationdate:21-Jul-2021.CrossrefDenisDennehy,KieranConboy,JaganathBabu.(2021)AdoptingLearningAnalyticstoInformPostgraduateCurriculumDesign:RecommendationsandResearchAgenda.InformationSystemsFrontiers137.Onlinepublicationdate:13-Aug-2021.CrossrefMehmetAliALHAN.(2021)DOĞUAKDENİZENERJİKAYNAKLARIEKSENİNDE:TÜRKİYE,AVRUPAVEABDBASININDAKİHABERBAŞLIKLARININKARŞILAŞTIRMALIDUYGUANALİZİ.İstanbulTicaretÜniversitesiSosyalBilimlerDergisi.Onlinepublicationdate:8-Aug-2021.CrossrefSoniaOsorioAngel,AdrianaPeñaPérezNegrón,AuroraEspinoza-Valdez.(2021)SystematicliteraturereviewofsentimentanalysisintheSpanishlanguage.DataTechnologiesandApplications55:4,461-479.Onlinepublicationdate:16-Feb-2021.CrossrefAdhitiaErfina,MoneytaDholahRositaNdk,RahmatHidayat,ArisSubagja,HaerulRamadhan,C.S.A.TeddyLesmana,SudinSaepudin,MuhamadMuslih.(2021)IndonesianTwitterSentimentAnalysisApplicationonTheCovidl9VaccineUsingNaiveBayesClassifier.2021IEEE7thInternationalConferenceonComputing,EngineeringandDesign(ICCED),1-6.CrossrefRoyanAbidaN.Nayoan,AhmadFathanHidayatullah,DhomasHattaFudholi.(2021)ConvolutionalNeuralNetworksforIndonesianAspect-BasedSentimentAnalysisTourismReview.20219thInternationalConferenceonInformationandCommunicationTechnology(ICoICT),60-65.CrossrefAlamRahmatulloh,RahmiNurShofa,IrfanDarmawan,Ardiansah.(2021)SentimentAnalysisofOjekOnlineUserSatisfactionBasedontheNaïveBayesandNetBrandReputationMethod.20219thInternationalConferenceonInformationandCommunicationTechnology(ICoICT),337-341.CrossrefNadiraPutriArthamevia,Adiwijaya,MahendraDwifebriPurbolaksono.(2021)Aspect-BasedSentimentAnalysisinBeautyProductReviewsUsingTF-IDFandSVMAlgorithm.20219thInternationalConferenceonInformationandCommunicationTechnology(ICoICT),197-201.CrossrefRizkaVioOctrianyInggitSudiro,SriSuryaniPrasetiyowati,YuliantSibaroni.(2021)AspectBasedSentimentAnalysisWithCombinationFeatureExtractionLDAandWord2vec.20219thInternationalConferenceonInformationandCommunicationTechnology(ICoICT),611-615.CrossrefRachmansyahAdhiWidhianto,AdeRomadhony.(2021)AspectTermExtractionUsingDeepLearning-BasedApproachonIndonesianRestaurantReviews.20219thInternationalConferenceonInformationandCommunicationTechnology(ICoICT),202-206.CrossrefMarouaneBirjali,MohammedKasri,AbderrahimBeni-Hssane.(2021)Acomprehensivesurveyonsentimentanalysis:Approaches,challengesandtrends.Knowledge-BasedSystems226,107134.Onlinepublicationdate:1-Aug-2021.CrossrefYouZhang,JinWang,XuejieZhang.(2021)Personalizedsentimentclassificationofcustomerreviewsviaaninteractiveattributesattentionmodel.Knowledge-BasedSystems226,107135.Onlinepublicationdate:1-Aug-2021.CrossrefRuiZhang,ZhenyuWang,ZhenhuaHuang,LiLi,MengdanZheng.(2021)PredictingEmotionReactionsforHuman–ComputerConversation:AVariationalApproach.IEEETransactionsonHuman-MachineSystems51:4,279-287.Onlinepublicationdate:1-Aug-2021.CrossrefMehdiYekrangi,NedaAbdolvand.(2021)Financialmarketssentimentanalysis:developingaspecializedLexicon.JournalofIntelligentInformationSystems57:1,127-146.Onlinepublicationdate:21-Nov-2020.CrossrefIrinaWedel,MichaelPalk,StefanVoß.(2021)ABilingualComparisonofSentimentandTopicsforaProductEventonTwitter.InformationSystemsFrontiers20.Onlinepublicationdate:31-Jul-2021.CrossrefSinemTOKCAER.(2021)TürkçeMetinlerdeDuyguAnalizi.JournalofYaşarUniversity16:63,1516-1536.Onlinepublicationdate:30-Sep-2021.CrossrefYunKyungOh,JisuYi.(2021)Asymmetriceffectoffeaturelevelsentimentonproductrating:anapplicationofbigramnaturallanguageprocessing(NLP)analysis.InternetResearchahead-of-print:ahead-of-print.Onlinepublicationdate:30-Jul-2021.CrossrefAgarshanaK,KaranP,LeoCelestineS,VasanthaVKumar.(2021)NaiveBayesAlgorithmforSentimentAnalysisonTwitter.2021InternationalConferenceonSystem,Computation,AutomationandNetworking(ICSCAN),1-4.CrossrefHendAlrasheed,DiegoRaphaelAmancio.(2021)Wordsynonymrelationshipsfortextanalysis:Agraph-basedapproach.PLOSONE16:7,e0255127.Onlinepublicationdate:27-Jul-2021.CrossrefMatthiasPalmer,JanRoeder,JanMuntermann.(2021)Inductionofasentimentdictionaryforfinancialanalystcommunication:adata-drivenapproachbalancingmachinelearningandhumanintuition.JournalofBusinessAnalytics8,1-21.Onlinepublicationdate:19-Jul-2021.CrossrefSayehBagherzadeh,SajjadShokouhyar,HamedJahani,MariannaSigala.(2021)Ageneralizablesentimentanalysismethodforcreatingahoteldictionary:usingbigdataonTripAdvisorhotelreviews.JournalofHospitalityandTourismTechnology12:2,210-238.Onlinepublicationdate:17-May-2021.CrossrefNChandraSekharReddy,V.Subhashini,DeepikaRai,Sriharsha,B.Vittal,SriGanesh.(2021)Productratingestimationusingmachinelearning.20216thInternationalConferenceonCommunicationandElectronicsSystems(ICCES),1366-1369.CrossrefSamuelCunningham-Nelson,MelindaLaundon,AbbyCathcart.(2021)Beyondsatisfactionscores:visualisingstudentcommentsforwhole-of-courseevaluation.Assessment&EvaluationinHigherEducation46:5,685-700.Onlinepublicationdate:11-Aug-2020.CrossrefZoltanGeler,MilošSavić,BrankicaBratić,VladimirKurbalija,MirjanaIvanović,WeihuiDai.(2021)Sentimentpredictionbasedonanalysisofcustomersassessmentsinfoodservingbusinesses.ConnectionScience33:3,674-692.Onlinepublicationdate:11-Jan-2021.CrossrefLucaMastrogiacomo,FedericoBarravecchia,FiorenzoFranceschini,FredericMarimon.(2021)Miningqualitydeterminantsofproduct-servicesystemsfromuser-generatedcontents.QualityEngineering33:3,425-442.Onlinepublicationdate:11-Jun-2021.CrossrefAirtonBordinJunior,NádiaFélixF.daSilva,ThiersonCoutoRosa,CelsoG.C.Junior.(2021)Sentimentanalysiswithgeneticprogramming.InformationSciences562,116-135.Onlinepublicationdate:1-Jul-2021.CrossrefYassinS.Mehanna,M.Mahmuddin.(2021)TheEffectofPre-processingTechniquesontheAccuracyofSentimentAnalysisUsingBag-of-ConceptsTextRepresentation.SNComputerScience2:4.Onlinepublicationdate:24-Apr-2021.CrossrefMicaelaLaRegina,AriannaMancini,FrancescoFalli,VittorioFineschi,NicolaRamacciati,PaolaFrati,RiccardoTartaglia.(2021)AggressionsonSocialNetworks:WhatAretheImplicationsforHealthcareProviders?AnExploratoryResearch.Healthcare9:7,811.Onlinepublicationdate:28-Jun-2021.CrossrefAndreasGregoriades,MariaPampaka,HerodotosHerodotou,EvripidesChristodoulou.(2021)Supportingdigitalcontentmarketingandmessagingthroughtopicmodellinganddecisiontrees.ExpertSystemswithApplications20,115546.Onlinepublicationdate:1-Jul-2021.CrossrefEdgarGutierrez,WaldemarKarwowski,KrzysztofFiok,MohammadRezaDavahli,TameikaLiciaga,TareqAhram.(2021)AnalysisofHumanBehaviorbyMiningTextualData:CurrentResearchTopicsandAnalyticalTechniques.Symmetry13:7,1276.Onlinepublicationdate:16-Jul-2021.CrossrefVahidGarousi,DavidCutting.(2021)WhatdousersthinkoftheUK’sthreeCOVID-19contact-tracingapps?Acomparativeanalysis.BMJHealth&CareInformatics28:1,e100320.Onlinepublicationdate:19-Jul-2021.CrossrefZhijieSashaDong,LingyuMeng,LaurenChristenson,LawrenceFulton.(2021)Socialmediainformationsharingfornaturaldisasterresponse.NaturalHazards107:3,2077-2104.Onlinepublicationdate:11-Feb-2021.CrossrefAliAlwehaibi,MarwanBikdash,MohammadAlbogmi,KaushikRoy.(2021)AstudyoftheperformanceofembeddingmethodsforArabicshort-textsentimentanalysisusingdeeplearningapproaches.JournalofKingSaudUniversity-ComputerandInformationSciences29.Onlinepublicationdate:1-Jul-2021.CrossrefZeinabRajabi,MohammadRezaValavi.(2021)ASurveyonSentimentAnalysisinPersian:aComprehensiveSystemPerspectiveCoveringChallengesandAdvancesinResourcesandMethods.CognitiveComputation13:4,882-902.Onlinepublicationdate:21-Jun-2021.CrossrefXiaoyanYu,ShiyongWu,WeiChen,MingxiHuang.(2021)SentimentAnalysisofPublicOpinionsontheHigherEducationExpansionPolicyinChina.SAGEOpen11:3,215824402110407.Onlinepublicationdate:18-Aug-2021.CrossrefAnandKumar,EdwinAnand,SwaminathanNatarajan,AniruddhaDandekar.(2021)ArchitectureAnalysisMethods.INCOSEInternationalSymposium31:1,1377-1392.Onlinepublicationdate:20-Sep-2021.CrossrefYoucaiWei,HongyunZhang,JianFang,JiahuiWen,JingweiMa,GuangdaZhang.(2021)Jointaspecttermsextractionandaspectcategoriesdetectionviamulti-tasklearning.ExpertSystemswithApplications174,114688.Onlinepublicationdate:1-Jul-2021.CrossrefLauraRocca,DavideGiacomini,PaolaZola.(2021)Environmentaldisclosureandsentimentanalysis:stateoftheartandopportunitiesforpublic-sectororganisations.MeditariAccountancyResearch29:3,617-646.Onlinepublicationdate:24-Aug-2020.CrossrefYaoXiong,ChristianD.Schunn.(2021)Reviewer,essay,andreviewing-processcharacteristicsthatpredicterrorsinweb-basedpeerreview.Computers&Education166,104146.Onlinepublicationdate:1-Jun-2021.CrossrefSamikDatta,SatyajitChakrabarti.(2021)Aspectbasedsentimentanalysisfordemonetizationtweetsbyoptimizedrecurrentneuralnetworkusingfirefly-orientedmulti-verseoptimizer.Sādhanā46:2.Onlinepublicationdate:16-Apr-2021.CrossrefChitturiSatyaPavanKumar,LekkalaDasarathaDhineshBabu.(2021)Evolvingdictionarybasedsentimentscoringframeworkforpatientauthoredtext.EvolutionaryIntelligence14:2,657-667.Onlinepublicationdate:18-Feb-2020.CrossrefAshishPandharipande.(2021)SocialSensinginIoTApplications:AReview.IEEESensorsJournal21:11,12523-12530.Onlinepublicationdate:1-Jun-2021.CrossrefShugangLi,YuqiZhang,YuemingLi,ZhaoxuYu.(2021)Theuserpreferenceidentificationforproductimprovementbasedononlinecommentpatch.ElectronicCommerceResearch21:2,423-444.Onlinepublicationdate:14-Aug-2019.CrossrefSung-HeeLee,Yong-HoonSon.(2021)EvaluationofPreferencebyBukhansanDulegilCourseUsingSentimentAnalysisofBlogData.JournaloftheKoreanInstituteofLandscapeArchitecture49:3,1-10.Onlinepublicationdate:30-Jun-2021.CrossrefLisaOllesch,SvenHeimbuch,DanielBodemer.(2021)Improvinglearningandwritingoutcomes:Influenceofcognitiveandbehavioralgroupawarenesstoolsinwikis.InternationalJournalofComputer-SupportedCollaborativeLearning16:2,225-259.Onlinepublicationdate:16-Jul-2021.CrossrefSelviMunuswamy,M.S.Saranya,S.Ganapathy,S.Muthurajkumar,A.Kannan.(2021)SentimentAnalysisTechniquesforSocialMedia-BasedRecommendationSystems.NationalAcademyScienceLetters44:3,281-287.Onlinepublicationdate:30-Jul-2020.CrossrefJaafarZubairuMaitama,NorismaIdris,AsadAbdi,AndrewThomasBimba.(2021)AspectExtractioninSentimentAnalysisBasedonEmotionalAffectUsingSupervisedApproach.20214thInternationalConferenceonArtificialIntelligenceandBigData(ICAIBD),372-376.CrossrefSGovindaRao,PChandrasekharReddy,VSrinivas,BSAnilKumar.(2021)PredictthePerformanceAnalysisofSupervisedLearningTechniquesUsingHeartDiseaseDatabase.20212ndInternationalConferenceforEmergingTechnology(INCET),1-7.CrossrefSankalpJain,NareshKumarNagwani.(2021)ProductRecommendationusingUserPreferenceandOnlineOpinionReviews.20212ndInternationalConferenceforEmergingTechnology(INCET),1-5.CrossrefRamziEl-Haddadeh,AdamFadlalla,NithamM.Hindi.(2021)IsThereaPlaceforResponsibleArtificialIntelligenceinPandemics?ATaleofTwoCountries.InformationSystemsFrontiers57.Onlinepublicationdate:6-May-2021.CrossrefShilinXie,XiaodongZhang.(2021)TheInfluenceofContributorSentimentonWillingnesstoContributeKnowledgeinOpenSourceProductCommunity.2021IEEE24thInternationalConferenceonComputerSupportedCooperativeWorkinDesign(CSCWD),614-619.CrossrefLingyunZhao,LinLi,XinhaoZheng,JianweiZhang.(2021)ABERTbasedSentimentAnalysisandKeyEntityDetectionApproachforOnlineFinancialTexts.2021IEEE24thInternationalConferenceonComputerSupportedCooperativeWorkinDesign(CSCWD),1233-1238.CrossrefSrishtiVashishtha,SebaSusan.(2021)Highlightingkeyphrasesusingsenti-scoringandfuzzyentropyforunsupervisedsentimentanalysis.ExpertSystemswithApplications169,114323.Onlinepublicationdate:1-May-2021.CrossrefRamiMohawesh,SonTran,RobertOllington,ShuxiangXu.(2021)Analysisofconceptdriftinfakereviewsdetection.ExpertSystemswithApplications169,114318.Onlinepublicationdate:1-May-2021.CrossrefChaoWu,QingyuXiong,ZhengyiYang,MinGao,QiudeLi,YangYu,KaigeWang,QiwuZhu.(2021)Residualattentionandotheraspectsmoduleforaspect-basedsentimentanalysis.Neurocomputing435,42-52.Onlinepublicationdate:1-May-2021.CrossrefEbtesamAlomari,IyadKatib,AiiadAlbeshri,TanYigitcanlar,RashidMehmood.(2021)Iktishaf+:ABigDataToolwithAutomaticLabelingforRoadTrafficSocialSensingandEventDetectionUsingDistributedMachineLearning.Sensors21:9,2993.Onlinepublicationdate:24-Apr-2021.CrossrefPankajGupta,MukeshKumarMehlawat,AnishaKhaitan,WitoldPedrycz.(2021)SentimentAnalysisforDriverSelectioninFuzzyCapacitatedVehicleRoutingProblemWithSimultaneousPick-UpandDropinSharedTransportation.IEEETransactionsonFuzzySystems29:5,1198-1211.Onlinepublicationdate:1-May-2021.CrossrefKeithAprilAraño,PeterGloor,CarlottaOrsenigo,CarloVercellis.(2021)WhenOldMeetsNew:EmotionRecognitionfromSpeechSignals.CognitiveComputation13:3,771-783.Onlinepublicationdate:19-Apr-2021.CrossrefKiaDashtipour,MandarGogate,AhsanAdeel,HadiLarijani,AmirHussain.(2021)SentimentAnalysisofPersianMovieReviewsUsingDeepLearning.Entropy23:5,596.Onlinepublicationdate:12-May-2021.CrossrefJianlongZhou,ShuiqiaoYang,ChunXiao,FangChen.(2021)ExaminationofCommunitySentimentDynamicsduetoCOVID-19Pandemic:ACaseStudyfromaStateinAustralia.SNComputerScience2:3.Onlinepublicationdate:9-Apr-2021.CrossrefK.Priya,K.Dinakaran,P.Valarmathie.(2021)Multilevelsentimentanalysisusingdomainthesaurus.JournalofAmbientIntelligenceandHumanizedComputing12:5,5017-5028.Onlinepublicationdate:8-May-2020.CrossrefYihangGao,PengSu,HuiZhao,MeikangQiu,MeiqinLiu.(2021)ResearchonSentimentDictionaryBasedonSentimentAnalysisinNewsDomain.20217thIEEEIntlConferenceonBigDataSecurityonCloud(BigDataSecurity),IEEEIntlConferenceonHighPerformanceandSmartComputing,(HPSC)andIEEEIntlConferenceonIntelligentDataandSecurity(IDS),117-122.CrossrefSarojiniYarramsetti,AnvarShathikJ,Renisha.P.S..(2021)IntelligentEstimationofSocialMediaSentimentalFeaturesusingDeepLearningwithNaturalLanguageProcessingStrategies.InternationalJournalofInnovativeTechnologyandExploringEngineering10:6,74-79.Onlinepublicationdate:30-Apr-2021.CrossrefDedenAdeNurdeni,IndraBudi,ArisBudiSantoso.(2021)SentimentAnalysisonCovid19VaccinesinIndonesia:FromThePerspectiveofSinovacandPfizer.20213rdEastIndonesiaConferenceonComputerandInformationTechnology(EIConCIT),122-127.CrossrefDeepaliD.Londhe,ArunaKumari,M.Emmanuel.(2021)ChallengesinMultilingualandMixedScriptSentimentAnalysis.20216thInternationalConferenceforConvergenceinTechnology(I2CT),1-6.CrossrefZhiqiuJiang,AndrewMondschein.(2021)AnalyzingParkingSentimentanditsRelationshiptoParkingSupplyandtheBuiltEnvironmentUsingOnlineReviews.JournalofBigDataAnalyticsinTransportation3:1,61-79.Onlinepublicationdate:5-Mar-2021.CrossrefImaneGuellil,AhsanAdeel,FaicalAzouaou,FodilBenali,Ala-EddineHachani,KiaDashtipour,MandarGogate,CosimoIeracitano,RezaKashani,AmirHussain.(2021)ASemi-supervisedApproachforSentimentAnalysisofArab(ic+izi)Messages:ApplicationtotheAlgerianDialect.SNComputerScience2:2.Onlinepublicationdate:27-Feb-2021.CrossrefSaludMaríaJiménez-Zafra,AntonioJoséSáez-Castillo,AntonioConde-Sánchez,MaríaTeresaMartín-Valdivia.(2021)HowdosentimentsaffectviralityonTwitter?.RoyalSocietyOpenScience8:4.Onlinepublicationdate:14-Apr-2021.CrossrefMarvinM.Agüero-Torales,JoséI.AbreuSalas,AntonioG.López-Herrera.(2021)Deeplearningandmultilingualsentimentanalysisonsocialmediadata:Anoverview.AppliedSoftComputing48,107373.Onlinepublicationdate:1-Apr-2021.CrossrefGuangtaoXu,PeiyuLiu,ZhenfangZhu,JieLiu,FuyongXu.(2021)Attention-EnhancedGraphConvolutionalNetworksforAspect-BasedSentimentClassificationwithMulti-HeadAttention.AppliedSciences11:8,3640.Onlinepublicationdate:18-Apr-2021.CrossrefSajaAl-Dabet,SaraTedmori,MohammadAL-Smadi.(2021)EnhancingArabicAspect-BasedSentimentAnalysisUsingDeepLearningModels.ComputerSpeech&Language16,101224.Onlinepublicationdate:1-Apr-2021.CrossrefAjeetRamPathak,ManjushaPandey,SiddharthRautaray.(2021)Topic-levelsentimentanalysisofsocialmediadatausingdeeplearning.AppliedSoftComputing5,107440.Onlinepublicationdate:1-Apr-2021.CrossrefWenhuaLi,XiaoguangLi,JiangzhouDeng,YongWang,JunpengGuo.(2021)SentimentBasedMulti-indexIntegratedScoringMethodtoImprovetheAccuracyofRecommenderSystem.ExpertSystemswithApplications,115105.Onlinepublicationdate:1-Apr-2021.CrossrefXianjinYi,ChenLi.(2021)Dualchannelsentimentclassificationmodelbasedongrammarrulesandmultiattention.JournalofPhysics:ConferenceSeries1865:4,042064.Onlinepublicationdate:1-Apr-2021.CrossrefJuanGuerra-Montenegro,JavierSanchez-Medina,IbaiLaña,DavidSanchez-Rodriguez,ItziarAlonso-Gonzalez,JavierDelSer.(2021)ComputationalIntelligenceinthehospitalityindustry:Asystematicliteraturereviewandaprospectofchallenges.AppliedSoftComputing102,107082.Onlinepublicationdate:1-Apr-2021.CrossrefSouravDas,AnupKumarKolya.(2021)Predictingthepandemic:sentimentevaluationandpredictiveanalysisfromlarge-scaletweetsonCovid-19bydeepconvolutionalneuralnetwork.EvolutionaryIntelligence98.Onlinepublicationdate:30-Mar-2021.CrossrefBharatArunTidke,RupaMehta,DiptiRana,DivyaniMittal,PoojaSuthar.(2021)Asocialnetworkbasedapproachtoidentifyandrankinfluentialnodesforsmartcity.Kybernetes50:2,568-587.Onlinepublicationdate:9-Mar-2020.CrossrefR.Srinivasan,C.N.Subalalitha.(2021)Sentimentalanalysisfromimbalancedcode-mixeddatausingmachinelearningapproaches.DistributedandParallelDatabases171.Onlinepublicationdate:20-Mar-2021.CrossrefAllanB.deGuzman,JohnChristopherB.Mesana,JonasAironM.Roman.(2021)Beyondthetipoftheiceberg:aqualitativesentimentanalysisofYouTubeviewers’emotionalvalencetowardolderadultsauditioninginworldwideGotTalent®.EducationalGerontology47:3,103-120.Onlinepublicationdate:9-Feb-2021.CrossrefAliAlemiMatinPour,SaeedJalili.(2021)AspectsExtractionforAspectLevelOpinionAnalysisBasedonDeepCNN.202126thInternationalComputerConference,ComputerSocietyofIran(CSICC),1-6.CrossrefCristinaSimone,FrancescaIandolo,IreneFulco,FrancescaLoia.(2021)Romewasnotbuiltinaday.Resilienceandtheeternalcity:Insightsforurbanmanagement.Cities110,103070.Onlinepublicationdate:1-Mar-2021.CrossrefNingshanZhang,MehryarMohri,JudyHoffman.(2021)Multiple-sourceadaptationtheoryandalgorithms.AnnalsofMathematicsandArtificialIntelligence89:3-4,237-270.Onlinepublicationdate:5-Nov-2020.CrossrefWeiranYao,SeanQian.(2021)FromTwittertotrafficpredictor:Next-daymorningtrafficpredictionusingsocialmediadata.TransportationResearchPartC:EmergingTechnologies124,102938.Onlinepublicationdate:1-Mar-2021.CrossrefYassienShaalan,XiuzhenZhang,JeffreyChan,MahsaSalehi.(2021)Detectingsingletonspamsinreviewsvialearningdeepanomaloustemporalaspect-sentimentpatterns.DataMiningandKnowledgeDiscovery35:2,450-504.Onlinepublicationdate:2-Jan-2021.CrossrefZhenningXu,ColinVail,AmarpreetS.Kohli,SaeedTajdini.(2021)Understandingchangesinabrand’scorepositioningandcustomerengagement:asentimentanalysisofabrand-ownedFacebooksite.JournalofMarketingAnalytics9:1,3-16.Onlinepublicationdate:28-Jan-2021.CrossrefE.Sivasankar,K.Krishnakumari,P.Balasubramanian.(2021)Anenhancedsentimentdictionaryfordomainadaptationwithmulti-domaindatasetinTamillanguage(ESD-DA).SoftComputing25:5,3697-3711.Onlinepublicationdate:28-Oct-2020.CrossrefChunliXiang,JunchiZhang,DonghongJi,Chi-HuaChen.(2021)Amessage-passingmulti-taskarchitecturefortheimpliciteventandpolaritydetection.PLOSONE16:3,e0247704.Onlinepublicationdate:1-Mar-2021.CrossrefRahulKumar,RahulThakurta.(2021)Exfoliatingdecisionsupportsystem:asynthesisofthemesusingtextmining.InformationSystemsande-BusinessManagement19:1,247-279.Onlinepublicationdate:3-Jan-2021.CrossrefFlorianJohannsen,DorinaSchaller,MilanFrederikKlus.(2021)Valuepropositionsofchatbotstosupportinnovationmanagementprocesses.InformationSystemsande-BusinessManagement19:1,205-246.Onlinepublicationdate:13-Nov-2020.CrossrefK.Priyanka,SengathirJanakiraman,M.DevaPriya.(2021)AspectlevelSentimentalAnalysisofOpinionMining–AReview.MaterialsToday:Proceedings2.Onlinepublicationdate:1-Mar-2021.CrossrefXiaozhouLi,ZheyingZhang,KostasStefanidis.(2021)AData-DrivenApproachforVideoGamePlayabilityAnalysisBasedonPlayers’Reviews.Information12:3,129.Onlinepublicationdate:17-Mar-2021.CrossrefZiyuZhou,Fang'aiLiu.(2021)FilterGateNetworkBasedonMulti-headattentionforAspect-levelSentimentClassification.Neurocomputing.Onlinepublicationdate:1-Mar-2021.CrossrefAlejandroBeacco,RamonOliva,CarlosCabreira,JaimeGallego,MelSlater.(2021)DisturbanceandPlausibilityinaVirtualRockConcert:APilotStudy.2021IEEEVirtualRealityand3DUserInterfaces(VR),538-545.CrossrefSalimSazzed,SampathJayarathna.(2021)SSentiA:ASelf-supervisedSentimentAnalyzerforclassificationfromunlabeleddata.MachineLearningwithApplications108,100026.Onlinepublicationdate:1-Mar-2021.CrossrefShuliLuo,SylviaYHe.(2021)UsingdataminingtoexplorethespatialandtemporaldynamicsofperceptionsofmetroservicesinChina:ThecaseofShenzhen.EnvironmentandPlanningB:UrbanAnalyticsandCityScience48:3,449-466.Onlinepublicationdate:2-Dec-2020.CrossrefJingFan,XinZhang,ZheZhang,ChiXu.(2021)ANeuralModelforAspect-LevelSentimentClassificationofProductReviewsAssisstedbyQuestion-Answering.20214thInternationalConferenceonAdvancedElectronicMaterials,ComputersandSoftwareEngineering(AEMCSE),643-647.CrossrefJonnathanCarvalho,AlexandrePlastino.(2021)Ontheevaluationandcombinationofstate-of-the-artfeaturesinTwittersentimentanalysis.ArtificialIntelligenceReview54:3,1887-1936.Onlinepublicationdate:27-Aug-2020.CrossrefJiaxinZhang.(2021)ACombinationofLexicon-BasedandClassified-BasedmethodsforSentimentClassificationbasedonBert.JournalofPhysics:ConferenceSeries1802:3,032113.Onlinepublicationdate:1-Mar-2021.CrossrefZeinabObied,AimanSolyman,AttaUllah,AhmedFat'hAlalim,AlhagAlsayed.(2021)BERTMultilingualandCapsuleNetworkforArabicSentimentAnalysis.2020InternationalConferenceonComputer,Control,Electrical,andElectronicsEngineering(ICCCEEE),1-6.CrossrefSajjadHaider,MuhammadTanvirAfzal,MuhammadAsif,HermannMaurer,AwaisAhmad,AbdelrahmanAbuarqoub.(2021)ImpactanalysisofadverbsforsentimentclassificationonTwitterproductreviews.ConcurrencyandComputation:PracticeandExperience33:4.Onlinepublicationdate:29-Aug-2018.CrossrefSamirYerpude,SonicaRautela.(2021)Digitallydrivennewproductdevelopment:aninvolvedcontemporaryinnovationcase.InternationalJournalofProductivityandPerformanceManagementahead-of-print:ahead-of-print.Onlinepublicationdate:24-Feb-2021.CrossrefAchinJain,VanitaJain.(2021)Sentimentclassificationusinghybridfeatureselectionandensembleclassifier.JournalofIntelligent&FuzzySystems5,1-10.Onlinepublicationdate:17-Feb-2021.CrossrefGyeongseokOh,YanZhang,RichardG.Greenleaf.(2021)MeasuringGeographicSentimenttowardPoliceUsingSocialMediaData.AmericanJournalofCriminalJustice11.Onlinepublicationdate:4-Feb-2021.CrossrefVidhushiniSrinivasan,SashankSanthanam,SamiraShaikh.(2021)Usingreinforcementlearningwithexternalrewardsforopen-domainnaturallanguagegeneration.JournalofIntelligentInformationSystems56:1,189-206.Onlinepublicationdate:6-Nov-2020.CrossrefAmalAlharbi,MouniraTaileb,ManalKalkatawi.(2021)DeeplearninginArabicsentimentanalysis:Anoverview.JournalofInformationScience47:1,129-140.Onlinepublicationdate:18-Sep-2019.CrossrefHamidrezaShahbaznezhad,RebeccaDolan,MonaRashidirad.(2021)TheRoleofSocialMediaContentFormatandPlatforminUsers'EngagementBehavior.JournalofInteractiveMarketing53,47-65.Onlinepublicationdate:1-Feb-2021.CrossrefDongminHyun,ChanyoungPark,JunsuCho,HwanjoYu.(2021)Learningtoutilizeauxiliaryreviewsforrecommendation.InformationSciences545,595-607.Onlinepublicationdate:1-Feb-2021.CrossrefMingZhang,VasilePalade,YanWang,ZhichengJi.(2021)Attention-basedwordembeddingsusingArtificialBeeColonyalgorithmforaspect-levelsentimentclassification.InformationSciences545,713-738.Onlinepublicationdate:1-Feb-2021.CrossrefJamesA.Danowski,BeiYan,KenRiopelle.(2021)Asemanticnetworkapproachtomeasuringsentiment.Quality&Quantity55:1,221-255.Onlinepublicationdate:12-Jun-2020.CrossrefHye-JinKwon,Hyun-JeongBan,Jae-KyoonJun,Hak-SeonKim.(2021)TopicModelingandSentimentAnalysisofOnlineReviewforAirlines.Information12:2,78.Onlinepublicationdate:12-Feb-2021.CrossrefMauricioY.Izumi,DaniloB.Medeiros.(2021)GovernmentandOppositioninLegislativeSpeechmaking:UsingText-As-DatatoEstimateBrazilianPoliticalParties’PolicyPositions.LatinAmericanPoliticsandSociety63:1,145-164.Onlinepublicationdate:5-Jan-2021.CrossrefGuohouShan,LinaZhou,DongsongZhang.(2021)Fromconflictsandconfusiontodoubts:Examiningreviewinconsistencyforfakereviewdetection.DecisionSupportSystems17,113513.Onlinepublicationdate:1-Feb-2021.CrossrefMd.MokhlesurRahman,G.G.Md.NawazAli,XueJunLi,JimSamuel,KamalChandraPaul,PeterH.J.Chong,MichaelYakubov.(2021)SocioeconomicfactorsanalysisforCOVID-19USreopeningsentimentwithTwitterandcensusdata.Heliyon7:2,e06200.Onlinepublicationdate:1-Feb-2021.CrossrefFuqianZhang,QingtaoZeng,LikunLu,YeliLi.(2021)Sentimentanalysisofmoviereviewsbasedondeeplearning.JournalofPhysics:ConferenceSeries1754:1,012234.Onlinepublicationdate:1-Feb-2021.CrossrefAsadAbdi,ShafaatunnurHasan,SitiMariyamShamsuddin,NorismaIdris,JalilPiran.(2021)Ahybriddeeplearningarchitectureforopinion-orientedmulti-documentsummarizationbasedonmulti-featurefusion.Knowledge-BasedSystems213,106658.Onlinepublicationdate:1-Feb-2021.CrossrefUpasanaJha,LakshyaTyagi,DivyaKansal,SubhechaChakraborty,AbhishekSinghal.(2021)AReviewofSentimentAnalysisTechniquesusingSoftComputingApproaches.202111thInternationalConferenceonCloudComputing,DataScience&Engineering(Confluence),119-124.CrossrefWoutervanAtteveldt,MarikenA.C.G.vanderVelden,MarkBoukes.(2021)TheValidityofSentimentAnalysis:ComparingManualAnnotation,Crowd-Coding,DictionaryApproaches,andMachineLearningAlgorithms.CommunicationMethodsandMeasures13,1-20.Onlinepublicationdate:28-Jan-2021.CrossrefSagarBanik,AniketGhosh,SumitBanik,AnupamMukherjee.(2021)ClassificationofCOVID19TweetsbasedonSentimentalAnalysis.2021InternationalConferenceonComputerCommunicationandInformatics(ICCCI),1-7.CrossrefPeterNguyen,Xin(Shane)Wang,XiLi,JuneCotte,JJeffreyInman,AndrewTStephen.(2021)ReviewingExperts’RestraintfromExtremesandItsImpactonServiceProviders.JournalofConsumerResearch47:5,654-674.Onlinepublicationdate:15-Jul-2020.CrossrefThuyLeThi,TuoiPhanThi,ThoQuanThanh.(2021)Machinelearningusingcontextvectorsforobjectcoreferenceresolution.Computing59.Onlinepublicationdate:18-Jan-2021.CrossrefBaidyanathBiswas,PoojaSengupta,BoudhayanGanguly.(2021)Yourreviewsormine?Exploringthedeterminantsof“perceivedhelpfulness”ofonlinereviews:across-culturalstudy.ElectronicMarkets29.Onlinepublicationdate:15-Jan-2021.CrossrefZulqurnainAli,AbdulRazzaq,SajidAli,SulmanQadri,AzamZia.(2021)Improvingsentimentanalysisefficacythroughfeaturesynchronization.MultimediaToolsandApplications29.Onlinepublicationdate:14-Jan-2021.CrossrefHuiShi,ZhongmingMa,DazhiChong,WuHe.(2021)TheimpactofFacebookonrealestatesales.JournalofManagementAnalytics8:1,101-112.Onlinepublicationdate:17-Dec-2020.CrossrefPraphulaKumarJain,RajendraPamula.2021.SentimentAnalysisinAirlineData:CustomerRatingBasedRecommendationPredictionUsingWEKA.MachineLearningAlgorithmsforIndustrialApplications,53-65.CrossrefWazibAnsar,SaptarsiGoswami,AmitKumarDas.2021.ADataScienceApproachtoAnalysisofTweetsBasedonCycloneFani.DataManagement,AnalyticsandInnovation,243-261.CrossrefSunilSaumya,JyotiPrakashSingh,AbhinavKumar.2021.AMachineLearningModelforReviewRatingInconsistencyinE-commerceWebsites.DataManagement,AnalyticsandInnovation,221-230.CrossrefKavleenKour,JaspreetKour,ParminderSingh.2021.Lexicon-BasedSentimentAnalysis.AdvancesinCommunicationandComputationalTechnology,1421-1430.CrossrefRanuLalChouhan.2021.SentimentAnalysisofPulwamaAttackUsingTwitterData.AdvancesinInformationCommunicationTechnologyandComputing,119-126.CrossrefS.GopalaKrishnan,R.RenugaDevi,A.Prema.2021.ASocioRespondingImplementationUsingBigDataAnalytics.InformationManagementandMachineIntelligence,203-207.CrossrefXuehuiHe,YimingGan,XueqingYang,WunengZhou,YuanhongRen.2021.InteractiveAttentionandPosition-AwareMechanismforAspect-LevelSentimentAnalysis.Proceedingsof2020ChineseIntelligentSystemsConference,165-174.CrossrefJavierSánchez-Guerrero,SilviaAcosta-Bones,RosarioHaro-Velastegui,MarcoV.Guachimboza-Villalva.2021.ModelofClassificationofUniversityServicesUsingthePolarityofOpinionsTakenfromSocialNetworks.SystemsandInformationSciences,170-186.CrossrefUjjayantaBhaumik,DharmveerKumarYadav.2021.SentimentAnalysisUsingTwitter.ComputationalIntelligenceandMachineLearning,59-66.CrossrefDianIndriani,ArbiHazaNasution,WindaMonika,SalhazanNasution.2021.TowardsaSentimentAnalyserforLow-resourceLanguages.ProceedingsofInternationalConferenceonSmartComputingandCyberSecurity,109-118.CrossrefG.RaviKumar,K.VenkataSheshanna,G.AnjanBabu.2021.SentimentAnalysisforAirlineTweetsUtilizingMachineLearningTechniques.InternationalConferenceonMobileComputingandSustainableInformatics,791-799.CrossrefShashankShekharSharma,GautamDutta.(2021)SentiDraw:Usingstarratingsofreviewstodevelopdomainspecificsentimentlexiconforpolaritydetermination.InformationProcessing&Management58:1,102412.Onlinepublicationdate:1-Jan-2021.CrossrefRanjanKumarBehera,MonalisaJena,SantanuKumarRath,SanjayMisra.(2021)Co-LSTM:ConvolutionalLSTMmodelforsentimentanalysisinsocialbigdata.InformationProcessing&Management58:1,102435.Onlinepublicationdate:1-Jan-2021.CrossrefKaiShuang,MengyuGu,RuiLi,JonathanLoo,SenSu.(2021)InteractivePOS-awarenetworkforaspect-levelsentimentclassification.Neurocomputing420,181-196.Onlinepublicationdate:1-Jan-2021.CrossrefAliBouNassif,AshrafElnagar,IsmailShahin,SafaaHenno.(2021)DeeplearningforArabicsubjectivesentimentanalysis:Challengesandresearchopportunities.AppliedSoftComputing98,106836.Onlinepublicationdate:1-Jan-2021.CrossrefMohammedJabreel,NajlaaMaaroof,AidaValls,AntonioMoreno.(2021)IntroducingSentimentAnalysisofTextualReviewsinaMulti-CriteriaDecisionAidSystem.AppliedSciences11:1,216.Onlinepublicationdate:28-Dec-2020.CrossrefDikshaMalhotra,PoonamSaini,AwadheshKumarSingh.2021.ExplainingDeepLearning-BasedClassificationofTextualTweets.DataAnalyticsandManagement,203-211.CrossrefEsraaNajjar,SalamAl-augby.2021.SentimentAnalysisCombinationinTerroristDetectiononTwitter:ABriefSurveyofApproachesandTechniques.ResearchinIntelligentandComputinginEngineering,231-240.CrossrefEbtesamAlomari,IyadKatib,AiiadAlbeshri,RashidMehmood.(2021)COVID-19:DetectingGovernmentPandemicMeasuresandPublicConcernsfromTwitterArabicDataUsingDistributedMachineLearning.InternationalJournalofEnvironmentalResearchandPublicHealth18:1,282.Onlinepublicationdate:1-Jan-2021.CrossrefPriyavrat,NonitaSharma,GeetaSikka.2021.MultimodalSentimentAnalysisofSocialMediaData:AReview.RecentInnovationsinComputing,545-561.CrossrefYu-YaCheng,Yan-MingChen,Wen-ChaoYeh,Yung-ChunChang.(2021)ValenceandArousal-InfusedBi-DirectionalLSTMforSentimentAnalysisofGovernmentSocialMediaManagement.AppliedSciences11:2,880.Onlinepublicationdate:19-Jan-2021.CrossrefNarisaZhao,HuanGao,XinWen,HuiLi.(2021)CombinationofConvolutionalNeuralNetworkandGatedRecurrentUnitforAspect-BasedSentimentAnalysis.IEEEAccess9,15561-15569.Onlinepublicationdate:1-Jan-2021.CrossrefSudeepBhatia,LukaszWalasek,PaulSlovic,HowardKunreuther.(2021)TheMoreWhoDie,theLessWeCare:EvidencefromNaturalLanguageAnalysisofOnlineNewsArticlesandSocialMediaPosts.RiskAnalysis41:1,179-203.Onlinepublicationdate:25-Aug-2020.CrossrefAliSunyaev,ManuelSchmidt-Kraepelin,ScottThiebes.2021.ÖkonomischeGrundlagen,ChancenundPerspektivenvonSocialMedia.RechtshandbuchSocialMedia,41-80.CrossrefNehaSingh,M.P.Singh,PrabhatKumar.2021.EventClassificationfromtheTwitterStreamUsingHybridModel.ProceedingsoftheInternationalConferenceonParadigmsofComputing,CommunicationandDataSciences,751-760.CrossrefFernandoG.D.C.Ferreira,AmirH.Gandomi,RodrigoT.N.Cardoso.(2021)ArtificialIntelligenceAppliedtoStockMarketTrading:AReview.IEEEAccess9,30898-30917.Onlinepublicationdate:1-Jan-2021.CrossrefSorooshTayebiArasteh,MehrpadMonajem,VincentChristlein,PhilippHeinrich,AnguelosNicolaou,HamidrezaNaderiBoldaji,MahshadLotfinia,StefanEvert.(2021)HowWillYourTweetBeReceived?PredictingtheSentimentPolarityofTweetReplies.2021IEEE15thInternationalConferenceonSemanticComputing(ICSC),370-373.CrossrefYasminKhalifa,AshrafElnagar.2021.SentimentAnalysisofColloquialArabicTweetswithEmojis.AdvancedMachineLearningTechnologiesandApplications,418-430.CrossrefBilalAbu-Salih,PornpitWongthongtham,DengyaZhu,KitYanChan,AmitRudra.2021.SocialBigData:AnOverviewandApplications.SocialBigDataAnalytics,1-14.CrossrefErmelindaOro,MassimoRuffolo,FrancescoVisalli.2021.ReducingtheNeedforManualAnnotatedDatasetsinAspectSentimentClassificationbyTransferLearningandWeak-Supervision.AgentsandArtificialIntelligence,445-464.CrossrefVanitaG.Kshirsagar,ShwetaSharma.2021.ReviewPaperonSentimentalAnalysisforRecommendationSystem.ProceedingofFirstDoctoralSymposiumonNaturalComputingResearch,83-91.CrossrefMurtadhaTalibAL-Sharuee,FeiLiu,MahardhikaPratama.(2021)Sentimentanalysis:dynamicandtemporalclusteringofproductreviews.AppliedIntelligence51:1,51-70.Onlinepublicationdate:19-Mar-2020.CrossrefJenniferR.Mammen,KelseyTurgeon,AshleyPhilibert,JudithD.Schoonmaker,JamesJava,JillHalterman,MarcN.Berliant,AmberCrowley,MarinaReznik,JonathanM.Feldman,RobertJ.Fortuna,KimberlyArcoleo.(2021)Amixed‐methodsanalysisofyoungeradults'perceptionsofasthma,self‐management,andpreventivecare:"Thisisn'thelpingmenone".Clinical&ExperimentalAllergy51:1,63-77.Onlinepublicationdate:18-Oct-2020.CrossrefAleksandraRevina,KrisztianBuza,VeraG.Meister.2021.DesigningExplainableTextClassificationPipelines:InsightsfromITTicketComplexityPredictionCaseStudy.InterpretableArtificialIntelligence:APerspectiveofGranularComputing,293-332.CrossrefIbrahimAwajan,MumtazimahMohamad,AshrafAl-Quran.(2021)SentimentAnalysisTechniqueandNeutrosophicSetTheoryforMiningandRankingBigDataFromOnlineReviews.IEEEAccess9,47338-47353.Onlinepublicationdate:1-Jan-2021.CrossrefJoschkaKersting,MichaelaGeierhos.2021.TowardsAspectExtractionandClassificationforOpinionMiningwithDeepSequenceNetworks.NaturalLanguageProcessinginArtificialIntelligence—NLPinAI2020,163-189.CrossrefAmalHtait,LeifAzzopardi.2021.AWESSOME:AnUnsupervisedSentimentIntensityScoringFrameworkUsingNeuralWordEmbeddings.AdvancesinInformationRetrieval,509-513.CrossrefPoojaMehta,SharnilPandya,KetanKotecha.(2021)Harvestingsocialmediasentimentanalysistoenhancestockmarketpredictionusingdeeplearning.PeerJComputerScience7,e476.Onlinepublicationdate:13-Apr-2021.CrossrefRaniaOthman,RimFaiz,YoucefAbdelsadek,KamelChelghoum,ImedKacem.2021.DeepHybridNeuralNetworkswithImprovedWeightedWordEmbeddingsforSentimentAnalysis.AdvancesinIntelligentDataAnalysisXIX,50-62.CrossrefOladapoOyebode,RichardLomotey,RitaOrji.(2021)“ITriedtoBreastfeedbut…”:ExploringFactorsInfluencingBreastfeedingBehavioursBasedonTweetsUsingMachineLearningandThematicAnalysis.IEEEAccess9,61074-61089.Onlinepublicationdate:1-Jan-2021.CrossrefMd.RafidulHasanKhan,UmmeSunzidaAfroz,AbuKaisarMohammadMasum,SheikhAbujar,SyedAkhterHossain.2021.ADeepLearningApproachtoDetectDepressionfromBengaliText.EmergingTechnologiesinDataMiningandInformationSecurity,777-785.CrossrefSeaYunYing,PanteaKeikhosrokiani,MoussaPouryaAsl.2021.ComparisonofDataAnalyticTechniquesforaSpatialOpinionMininginLiteraryWorks:AReviewPaper.InnovativeSystemsforIntelligentHealthInformatics,523-535.CrossrefChaoYang,HefengZhang,JingHou,BinJiang.2021.CLENet:AContextandLocationEnhancedTransformerNetworkforTarget-OrientedSentimentClassification.ComputerSupportedCooperativeWorkandSocialComputing,72-86.CrossrefTatsukiIshikawa,ImenBenSassi,SadokBenYahia.2021.AssessmentofMaliciousTweetsImpactonStockMarketPrices.ResearchChallengesinInformationScience,330-346.CrossrefRamiMohawesh,ShuxiangXu,SonN.Tran,RobertOllington,MatthewSpringer,YaserJararweh,SumbalMaqsood.(2021)FakeReviewsDetection:ASurvey.IEEEAccess9,65771-65802.Onlinepublicationdate:1-Jan-2021.CrossrefLianweiLi,YingYang,ShimengZhan,BinWu.2021.SentenceDependent-AwareNetworkforAspect-CategorySentimentAnalysis.WebEngineering,166-174.CrossrefMdSaifullahRazali,AlfianAbdulHalin,LeiYe,ShyamalaDoraisamy,NorisMohdNorowi.(2021)SarcasmDetectionUsingDeepLearningWithContextualFeatures.IEEEAccess9,68609-68618.Onlinepublicationdate:1-Jan-2021.CrossrefWaqarAli,YuwangYang,XiulinQiu,YaqiKe,YinyinWang.(2021)Aspect-LevelSentimentAnalysisBasedonBidirectional-GRUinSIoT.IEEEAccess9,69938-69950.Onlinepublicationdate:1-Jan-2021.CrossrefChung-ChiChen,Hen-HsenHuang,Hsin-HsiChen.2021.Introduction.FromOpinionMiningtoFinancialArgumentMining,1-8.CrossrefChung-ChiChen,Hen-HsenHuang,Hsin-HsiChen.2021.OrganizingFinancialOpinions.FromOpinionMiningtoFinancialArgumentMining,35-54.CrossrefChengqingZong,RuiXia,JiajunZhang.2021.Introduction.TextDataMining,1-13.CrossrefChengqingZong,RuiXia,JiajunZhang.2021.SentimentAnalysisandOpinionMining.TextDataMining,163-199.CrossrefShilpaGite,AbhishekUdanshiv,RajasDate,KartikJaisinghani,AbhishekSingh,PraffulChetwani.2021.SentimentAnalysisTechniquesonFoodReviewsUsingMachineLearning.ProceedingsofSecondInternationalConferenceonComputing,Communications,andCyber-Security,511-528.CrossrefRahulPradhan,DilipKumarSharma.2021.AFrequency-BasedApproachtoExtractAspectforAspect-BasedSentimentAnalysis.ProceedingsofSecondInternationalConferenceonComputing,Communications,andCyber-Security,499-510.CrossrefMohammedBoukabous,MostafaAzizi.2021.ReviewofLearning-BasedTechniquesofSentimentAnalysisforSecurityPurposes.InnovationsinSmartCitiesApplicationsVolume4,96-109.CrossrefIslamSaifEldinMukhtarHeamida,A.L.SamaniAbdElmutalibAhmed.2021.TheClassificationModelSentimentAnalysisoftheSudaneseDialectUsedIntotheInternetServiceinSudan.EnablingMachineLearningApplicationsinDataScience,369-378.CrossrefJosé-ClementeHernández-Hernández,EfrénMezura-Montes,Guillermo-de-JesúsHoyos-Rivera,OmarRodríguez-López.2021.NeuroevolutionforSentimentAnalysisinTweetsWritteninMexicanSpanish.PatternRecognition,101-110.CrossrefFennatenHaaf,ChristopherClaassen,RubenEschauzier,JoanneTjan,DaniëlBuijs,FlaviusFrasincar,KimSchouten.2021.WEB-SOBA:WordEmbeddings-BasedSemi-automaticOntologyBuildingforAspect-BasedSentimentClassification.TheSemanticWeb,340-355.CrossrefEyshaSaad,SadiaDin,RamishJamil,FurqanRustam,ArifMehmood,ImranAshraf,GyuSangChoi.(2021)DeterminingtheEfficiencyofDrugsUnderSpecialConditionsFromUsers’ReviewsonHealthcareWebForums.IEEEAccess9,85721-85737.Onlinepublicationdate:1-Jan-2021.CrossrefMohcineMaghfour,AbdeljalilElouardighi.2021.TowardImprovingArabicTextPreprocessinginSentimentAnalysis.DigitalTechnologiesandApplications,695-705.CrossrefChoroukFerroud,AbdeljalilElouardighi.2021.SentimentClassificationforMoroccanArabicUsingtheLexicon-BasedApproach.DigitalTechnologiesandApplications,675-683.CrossrefTianxiongWang,XinSun,MeiyuZhou,XianGao.2021.ConstructionofaNovelProductionDevelopDecisionModelBasedonTextMined.Design,UserExperience,andUsability:UXResearchandDesign,128-143.CrossrefChristinaAlexandris,VasiliosFloros,DimitriosMourouzidis.2021.GraphicRepresentationsofSpokenInteractionsfromJournalisticData:PersuasionandNegotiations.Human-ComputerInteraction.DesignandUserExperienceCaseStudies,3-17.CrossrefMuhammadAslamJarwar,RabeehAyazAbbasi,MubasharMushtaq,OnaizaMaqbool,NaifR.Aljohani,AliDaud,JalalS.Alowibdi,J.R.Cano,S.García,IlyoungChong.2021.CommuniMents.ResearchAnthologyonStrategiesforUsingSocialMediaasaServiceandToolinBusiness,382-404.CrossrefBrucceNevesDosSantos,RicardoMarcondesMarcacini,SolangeOliveiraRezende.(2021)Multi-DomainAspectExtractionUsingBidirectionalEncoderRepresentationsFromTransformers.IEEEAccess9,91604-91613.Onlinepublicationdate:1-Jan-2021.CrossrefLiangXu,LinjianLi,ZehuaJiang,ZaoyiSun,XinWen,JiamingShi,RuiSun,XiuyingQian.(2021)ANovelEmotionLexiconforChineseEmotionalExpressionAnalysisonWeibo:UsingGroundedTheoryandSemi-AutomaticMethods.IEEEAccess9,92757-92768.Onlinepublicationdate:1-Jan-2021.CrossrefTianxiongWang,MeiyuZhou.2021.ProductDevelopmentandEvolutionInnovationRedesignMethodBasedonParticleSwarmOptimization.AdvancesinIndustrialDesign,1081-1093.CrossrefZhiqiuJiang,MaxZheng.2021.PublicPerceptionsandAttitudesTowardsDriverlessTechnologiesintheUnitedStates:ATextMiningofTwitterData.UrbanInformaticsandFutureCities,109-126.CrossrefOrestesAppel,FranciscoChiclana,JenniferCarter,HamidoFujita.2021.AFuzzyApproachtoSentimentAnalysisattheSentenceLevel.FuzzyLogic,11-34.CrossrefChiaraRavazzi,AntonProskurnikov.2021.DynamicalSocialNetworks.EncyclopediaofSystemsandControl,647-657.CrossrefShengqiongWu,HaoFei,YafengRen,BoboLi,FeiLi,DonghongJi.(2021)High-OrderPair-WiseAspectandOpinionTermsExtractionWithEdge-EnhancedSyntacticGraphConvolution.IEEE/ACMTransactionsonAudio,Speech,andLanguageProcessing29,2396-2406.Onlinepublicationdate:1-Jan-2021.CrossrefChiXu,HaoFeng,GuoxinYu,MinYang,XitingWang,YanSong,XiangAo.2021.DiscoveringProtagonistofSentimentwithAspectReconstructedCapsuleNetwork.DatabaseSystemsforAdvancedApplications,120-135.CrossrefMahdiRezapour.(2021)Sentimentclassificationofskewedshoppers'reviewsusingmachinelearningtechniques,examiningthetextualfeatures.EngineeringReports3:1.Onlinepublicationdate:21-Sep-2020.CrossrefMelpomeniAlexa,MelanieSiegel.2021.Social-Media-AnalyseinderForschung.ToolsfürSocialListeningundSentiment-Analyse,181-193.CrossrefMichelleLByrne,MonikaNLind,SarahRHorn,KathrynLMills,BenjaminWNelson,MelissaLBarnes,GeorgeMSlavich,NicholasBAllen.(2021)Usingmobilesensingdatatoassessstress:Associationswithperceivedandlifetimestress,mentalhealth,sleep,andinflammation.DIGITALHEALTH7,205520762110372.Onlinepublicationdate:27-Aug-2021.CrossrefYassinS.Mehanna,MassudiBinMahmuddin.(2021)ASemanticConceptualizationUsingTaggedBag-of-ConceptsforSentimentAnalysis.IEEEAccess9,118736-118756.Onlinepublicationdate:1-Jan-2021.CrossrefChalupováMartina,PilařLadislav,RojíkStanislav.2021.OrganicwineasanInstagramstarusingadesignthinkingapproach.TransdisciplinaryCaseStudiesonDesignforFoodandSustainability,149-163.CrossrefSanjanaKavatagi,VinayakAdimule.2021.Bi-GRUModelwithStackedEmbeddingforSentimentAnalysis:ACaseStudy.InternetofThings,ArtificialIntelligenceandBlockchainTechnology,259-275.CrossrefYuliangLi,AaronFeng,JinfengLi,ShuweiChen,SaranMumick,AlonHalevy,VivianLi,Wang-ChiewTan.(2021)Queryingsubjectivedata.TheVLDBJournal30:1,115-140.Onlinepublicationdate:8-Sep-2020.CrossrefYaqingDai,PengfeiWang,LeiZhang.2021.ReinforcementSyntacticDependencyTreeReasoningforTarget-OrientedOpinionWordExtraction.ArtificialNeuralNetworksandMachineLearning–ICANN2021,531-543.CrossrefSadamAl-Azani,El-SayedM.El-Alfy.(2021)EarlyandLateFusionofEmojisandTexttoEnhanceOpinionMining.IEEEAccess9,121031-121045.Onlinepublicationdate:1-Jan-2021.CrossrefGunjanAnsari,ShilpiGupta,NirajSinghal.2021.NaturalLanguageProcessinginOnlineReviews.NaturalLanguageProcessingforGlobalandLocalBusiness,40-64.CrossrefRoneyLiradeSalesSantos,CarlosAugustodeSa,RogerioFigueredodeSousa,RafaelTorresAnchiêta,RicardodeAndradeLiraRabelo,RaimundoSantosMoura.2021.EstimatingImportanceFromWebReviewsThroughTextualDescriptionandMetricsExtraction.NaturalLanguageProcessingforGlobalandLocalBusiness,154-179.CrossrefHichemRahab,MahieddineDjoudi,AbdelhafidZitouni.2021.SentimentAnalysisofArabicDocuments.NaturalLanguageProcessingforGlobalandLocalBusiness,307-331.CrossrefAsdrúbalLópezChau,DavidValle-Cruz,RodrigoSandoval-Almazán.2021.SentimentAnalysisinCrisisSituationsforBetterConnectedGovernment.Web2.0andCloudTechnologiesforImplementingConnectedGovernment,162-181.CrossrefTetianaShmelova,YuliyaSikirda,NinaRizun,VitaliyLazorenko,VolodymyrKharchenko.2021.MachineLearningandTextAnalysisinanArtificialIntelligentSystemfortheTrainingofAirTrafficControllers.ResearchAnthologyonReliabilityandSafetyinAviationSystems,Spacecraft,andAirTransport,237-286.CrossrefShivaniVasantbhaiVora,RupaG.Mehta,ShreyasKishorkumarPatel.2021.ImpactofBalancingTechniquesforImbalancedClassDistributiononTwitterDataforEmotionAnalysis.DataPreprocessing,ActiveLearning,andCostPerceptiveApproachesforResolvingDataImbalance,211-231.CrossrefQizhiLi,XianyongLi,YajunDu,XiaoliangChen.2021.ISWR:AnImplicitSentimentWordsRecognitionModelBasedonSentimentPropagation.NaturalLanguageProcessingandChineseComputing,248-259.CrossrefBjörnW.Schuller,MichaelF.McTear.2021.Socio-CognitiveLanguageProcessingforSpecialUserGroups.MultimodalAgentsforAgeingandMulticulturalSocieties,87-95.CrossrefDavidKabiito,JoyceNakatumba-Nabende.2021.TargetedAspect-BasedSentimentAnalysisforUgandanTelecomReviewsfromTwitter.AdvancesinArtificialIntelligenceandAppliedCognitiveComputing,311-322.CrossrefAbdulrahmanAlrumaih,RuaaAlsabah,HibaJ.Aleqabie,AhmedYaseenMjhool,AliAl-Sabbagh,JamesBaldwin.2021.AnalyzingUserBehaviorandSentimentalinComputerMediatedCommunication.ImageProcessingandCapsuleNetworks,287-298.CrossrefMahfuzAhmedMasum,SheikhJunayedAhmed,AyeshaTasnim,Md.SaifulIslam.2021.BAN-ABSA:AnAspect-BasedSentimentAnalysisDatasetforBengaliandItsBaselineEvaluation.ProceedingsofInternationalJointConferenceonAdvancesinComputationalIntelligence,385-395.CrossrefJawadKhan,AftabAlam,YoungmoonLee.(2021)IntelligentHybridFeatureSelectionforTextualSentimentClassification.IEEEAccess9,140590-140608.Onlinepublicationdate:1-Jan-2021.CrossrefZachariahBeasley,LesAPiegl,PaulRosen.(2021)PolarityintheClassroom:ACaseStudyLeveragingPeerSentimentTowardScalableAssessment.IEEETransactionsonLearningTechnologies,1-1.Onlinepublicationdate:1-Jan-2021.CrossrefTheresiaGowandi,HendriMurfi,SitiNurrohmah.2021.PerformanceAnalysisofHybridArchitecturesofDeepLearningforIndonesianSentimentAnalysis.SoftComputinginDataScience,18-27.CrossrefKoushalKumar,BhagwatiPrasadPande.2021.AnalysisofCustomers’ReviewsUsingSoftComputingClassificationAlgorithms:ACaseStudyofAmazon.AdvancedSoftComputingTechniquesinDataScience,IoTandCloudComputing,331-352.CrossrefWiamSaidi,AbdellatifElAbderahmani,KhalidSatori,S.Bourekkadi,H.Hami,A.Mokhtari,K.Slimani,A.Soulaymani.(2021)Newapprochofopinionanalysisfrombigsocialdataenvironmentusingasupervisedmachinelearningalgirithm.E3SWebofConferences319,01037.Onlinepublicationdate:9-Nov-2021.CrossrefLiangXu,ZaoyiSun,XinWen,ZhengxiHuang,Chi-juChao,LiuchangXu.(2021)Usingmachinelearninganalysistointerprettherelationshipbetweenmusicemotionandlyricfeatures.PeerJComputerScience7,e785.Onlinepublicationdate:15-Nov-2021.CrossrefSalimSazzed.(2021)BengSentiLexandBengSwearLex:creatinglexiconsforsentimentanalysisandprofanitydetectioninlow-resourceBengalilanguage.PeerJComputerScience7,e681.Onlinepublicationdate:16-Nov-2021.CrossrefRubaObiedat,DuhaAl-Darras,EsraAlzaghoul,OsamaHarfoushi.(2021)ArabicAspect-BasedSentimentAnalysis:ASystematicLiteratureReview.IEEEAccess9,152628-152645.Onlinepublicationdate:1-Jan-2021.CrossrefAlokKumar,RenuJain.2021.UniformTextualFeedbackAnalysisforEffectiveSentimentAnalysis.KnowledgeGraphsandSemanticWeb,273-289.CrossrefJoséMeléndezBarros,GlauberDeBona.2021.ADeepLearningApproachforAspectSentimentTripletExtractioninPortuguese.IntelligentSystems,343-358.CrossrefJiaqianZhou,JihouWang,QintaoLi,YulianWen,YanZhang,PeiguangLin.(2021)APublicOpinionAnalysisSystemBasedonEmotionAnalysisinLinyi.JournalofPhysics:ConferenceSeries1757:1,012116.Onlinepublicationdate:1-Jan-2021.CrossrefZhaoweiChen,YunXue,LuweiXiao,JinpengChen,HaolanZhang.2021.Aspect-BasedSentimentAnalysisUsingGraphConvolutionalNetworksandCo-attentionMechanism.NeuralInformationProcessing,441-448.CrossrefByung-WonOn,Jun-YoungJo,HyunkwangShin,JangwonGim,GyuSangChoi,Soo-MokJung.(2021)EfficientSentiment-AwareWebCrawlingMethodsforConstructingSentimentDictionary.IEEEAccess9,161208-161223.Onlinepublicationdate:1-Jan-2021.CrossrefAmrMansourMohsen,AmiraM.Idrees,HeshamAhmedHassan.2021.EmotionAnalysisforOpinionMiningFromText.ResearchAnthologyonRehabilitationPracticesandTherapy,1394-1411.CrossrefL.PaulJasmineRani,D.Jayashree,O.Pandithurai,K.P.Rishii,R.B.ShakthiSaravanaa.2021.SentimentAnalysisforRefiningWordVectorsUsingNaïveBayesApproach.AdvancesinAutomation,SignalProcessing,Instrumentation,andControl,3063-3070.CrossrefYuriCalleo,SimoneDiZio.2021.Unsupervisedspatialdataminingforthedevelopmentoffuturescenarios:aCovid-19application.ASA2021StatisticsandInformationSystemsforPolicyEvaluation,173-178.CrossrefИринаЕвгеньевнаКалабихина,НатальяВалентиновнаЛукашевич,ЕвгенийПетровичБанин,КамилаВинеровнаАлибаева,СофьяМихайловнаРебрей,EugeniyPetrovichKurshev.(2021)Automaticextractionofsocialnetworkusers'attitudesonreproductivebehaviorissues.ProgramSystems:TheoryandApplications12:4,33-63.Onlinepublicationdate:1-Jan-2021.CrossrefYi(Jasmine)Wang,MoluShi,Jueman(Mandy)Zhang,GuangchaoCharlesFeng.(2021)Whatpublichealthcampaignscanlearnfrompeople’sTwitterreactionsonmask-wearingandCOVID-19Vaccines:atopicmodelingapproach.CogentSocialSciences7:1.Onlinepublicationdate:3-Aug-2021.CrossrefJohnPaulP.Miranda,RexP.Bringula,JohnKwameBoateng.(2021)ExploringPhilippinePresidents’speeches:Asentimentanalysisandtopicmodelingapproach.CogentSocialSciences7:1.Onlinepublicationdate:31-May-2021.CrossrefPhucQuangTran,HaiThanhNguyen,HanhMyThiLe,HiepXuanHuynh.2021.EnsembleLearningforMiningOpinionsonFoodReviews.Context-AwareSystemsandApplications,56-70.CrossrefXiongweiZhang,HagerSaleh,EmanM.G.Younis,RadhyaSahal,AbdelmgeidA.Ali,AhmedMostafaKhalil.(2020)PredictingCoronavirusPandemicinReal-TimeUsingMachineLearningandBigDataStreamingSystem.Complexity2020,1-10.Onlinepublicationdate:19-Dec-2020.CrossrefRahulKatarya,AnjaliGautam,SweetyPandurangBandgar,DivyaKoli.(2020)AnalyzingCustomerSentimentsUsingMachineLearningTechniquestoImproveBusinessPerformance.20202ndInternationalConferenceonAdvancesinComputing,CommunicationControlandNetworking(ICACCCN),182-186.CrossrefRogerJ.Kreuz,AlexanderA.Johnson.2020.Theproductionofverbalirony.ProducingFigurativeExpression,263-296.CrossrefJieyuDingFeatherstone,GeorgeA.Barnett.(2020)ValidatingSentimentAnalysisonOpinionMiningUsingSelf-reportedAttitudeScores.2020SeventhInternationalConferenceonSocialNetworksAnalysis,ManagementandSecurity(SNAMS),1-4.CrossrefRuofeiWu,ChenxinYang,DavidHyde,AndreaL.Bertozzi,P.JeffreyBrantingham.(2020)EmotionClassificationandTextualClusteringTechniquesforGangInterventionData.2020IEEEInternationalConferenceonBigData(BigData),3246-3254.CrossrefChaoqiYang,JinyangLi,RuijieWang,ShuochaoYao,HuajieShao,DongxinLiu,ShengzhongLiu,TianshiWang,TarekF.Abdelzaher.(2020)HierarchicalOverlappingBeliefEstimationbyStructuredMatrixFactorization.2020IEEE/ACMInternationalConferenceonAdvancesinSocialNetworksAnalysisandMining(ASONAM),81-88.CrossrefChunfengLiang,YumengFu,ChengguoLv.(2020)StructurallyEnhancedInteractiveAttentionNetworkforAspect-LevelSentimentClassification.2020InternationalConferenceonAsianLanguageProcessing(IALP),282-287.CrossrefSaraALCABNANI,MohamedOUBEZZA,JamalELKAFI.(2020)ABusinessIntelligencemodeltoanalyzeconsumeropinionsonsocialnetworksusingmachinelearningtechniques.2020IEEE2ndInternationalConferenceonElectronics,Control,OptimizationandComputerScience(ICECOCS),1-6.CrossrefLihuaSun,JunpengGuo,YanlinZhu.(2020)Amulti-aspectuser-interestmodelbasedonsentimentanalysisanduncertaintytheoryforrecommendersystems.ElectronicCommerceResearch20:4,857-882.Onlinepublicationdate:29-Sep-2018.CrossrefLi-ChenCheng,Chi-LunHuang.(2020)Exploringcontextualfactorsfromconsumerreviewsaffectingmoviesales:anopinionminingapproach.ElectronicCommerceResearch20:4,807-832.Onlinepublicationdate:28-Jan-2019.CrossrefSérgioMoro,GuilhermePires,PauloRita,PauloCortez.(2020)Across-culturalcasestudyofconsumers'communicationsaboutanewtechnologicalproduct.JournalofBusinessResearch121,438-447.Onlinepublicationdate:1-Dec-2020.CrossrefHao-ChiangKoongLin,Tao-HuaWang,Guo-ChungLin,Shu-ChenCheng,Hong-RenChen,Yueh-MinHuang.(2020)Applyingsentimentanalysistoautomaticallyclassifyconsumercommentsconcerningmarketing4Csaspects.AppliedSoftComputing97,106755.Onlinepublicationdate:1-Dec-2020.CrossrefKangZhang,YushuiGeng,JingZhao,JianxinLiu,WenxiaoLi.(2020)SentimentAnalysisofSocialMediaviaMultimodalFeatureFusion.Symmetry12:12,2010.Onlinepublicationdate:5-Dec-2020.CrossrefDanishH.Saifee,Zhiqiang(Eric)Zheng,IndranilR.Bardhan,AtanuLahiri.(2020)AreOnlineReviewsofPhysiciansReliableIndicatorsofClinicalOutcomes?AFocusonChronicDiseaseManagement.InformationSystemsResearch31:4,1282-1300.Onlinepublicationdate:1-Dec-2020.CrossrefYiranLi,YantoChandra,LinNie,YingyingFan.(2020)Fromwomenforwomen:TheroleofsocialmediainonlinenonprofitactivitiesduringWuhanlockdown.PublicAdministrationandDevelopment40:5,267-272.Onlinepublicationdate:9-Nov-2020.CrossrefChengaiSun,LiangyuLv,GangTian,TailuLiu.(2020)DeepInteractiveMemoryNetworkforAspect-LevelSentimentAnalysis.ACMTransactionsonAsianandLow-ResourceLanguageInformationProcessing20:1,1-12.Onlinepublicationdate:1-Dec-2020.CrossrefMPOONGOTHAI,MSANGEETHA.(2020)Chronological-brainstormoptimizationbasedsupportvectorneuralnetworkforsentimentclassificationusingmapreduceframework.Sādhanā45:1.Onlinepublicationdate:14-May-2020.CrossrefThanhLe.(2020)Anattention-baseddeeplearningmethodfortextsentimentanalysis.2020InternationalConferenceonComputationalScienceandComputationalIntelligence(CSCI),282-286.CrossrefMariaKrommyda,AnastatiosRigos,KostasBouklas,AngelosAmditis.(2020)EmotiondetectioninTwitterposts:arule-basedalgorithmforannotateddataacquisition.2020InternationalConferenceonComputationalScienceandComputationalIntelligence(CSCI),257-262.CrossrefXinyuCao,HouLiangwen,HaitaoWang,LeiLiu.(2020)Microblog-orientedMulti-scaleCNNMulti-labelSentimentClassificationModel.2020IEEE/WIC/ACMInternationalJointConferenceonWebIntelligenceandIntelligentAgentTechnology(WI-IAT),626-631.CrossrefGustavoSantos,ViniciusF.S.Mota,FabrícioBenevenuto,ThiagoH.Silva.(2020)Neutralitymaymatter:sentimentanalysisinreviewsofAirbnb,Booking,andCouchsurfinginBrazilandUSA.SocialNetworkAnalysisandMining10:1.Onlinepublicationdate:10-Jun-2020.CrossrefFaheemAslam,TahirMumtazAwan,JabirHussainSyed,AishaKashif,MahwishParveen.(2020)Sentimentsandemotionsevokedbynewsheadlinesofcoronavirusdisease(COVID-19)outbreak.HumanitiesandSocialSciencesCommunications7:1.Onlinepublicationdate:8-Jul-2020.CrossrefMohammedKaity,VimalaBalakrishnan.(2020)Sentimentlexiconsandnon-Englishlanguages:asurvey.KnowledgeandInformationSystems62:12,4445-4480.Onlinepublicationdate:22-Jul-2020.CrossrefToqirA.Rana,Yu-NCheah,TauseefRana.(2020)Multi-levelknowledge-basedapproachforimplicitaspectidentification.AppliedIntelligence50:12,4616-4630.Onlinepublicationdate:29-Jul-2020.CrossrefAlbertoLopez,EvaGuerra,BeatrizGonzalez,SergioMadero.(2020)Consumersentimentstowardbrands:theinteractioneffectbetweenbrandpersonalityandsentimentsonelectronicwordofmouth.JournalofMarketingAnalytics8:4,203-223.Onlinepublicationdate:30-Jul-2020.CrossrefImaneGuellil,FaicalAzouaou,FranciscoChiclana.(2020)ArAutoSenti:automaticannotationandnewtendenciesforsentimentclassificationofArabicmessages.SocialNetworkAnalysisandMining10:1.Onlinepublicationdate:31-Aug-2020.CrossrefHyeonMoJeon,HyeJinSung,HyunYoungKim.(2020)Customers’acceptanceintentionofself-servicetechnologyofrestaurantindustry:expandingUTAUTwithperceivedriskandinnovativeness.ServiceBusiness14:4,533-551.Onlinepublicationdate:11-Sep-2020.CrossrefCaiWang,MyungHwanYun.(2020)Cross-CulturalDifferenceinProductPreferenceinConsumerReview-BasedTextMiningMethods:aCaseStudyonSmartBand.ProceedingsoftheHumanFactorsandErgonomicsSocietyAnnualMeeting64:1,1383-1387.Onlinepublicationdate:9-Feb-2021.CrossrefBradleyM.Davis,SaminehC.Gillmore,DerekMillard.(2020)SentimentAnalysisofParticipantCommentsinaUserCenteredDesignStudyforDegradedVisualEnvironmentSensorVisualization.ProceedingsoftheHumanFactorsandErgonomicsSocietyAnnualMeeting64:1,2075-2078.Onlinepublicationdate:9-Feb-2021.CrossrefMaiHaThi,ChandanaWithana,NguyenThiHuongQuynh,NguyenTranQuocVinh.(2020)ANovelSolutionForAnti-MoneyLaunderingSystem.20205thInternationalConferenceonInnovativeTechnologiesinIntelligentSystemsandIndustrialApplications(CITISIA),1-6.CrossrefDhafarHamedAbd,AhmedT.Sadiq,AyadR.Abbas.(2020)PoliticalArabicArticlesClassificationBasedonMachineLearningandHybridVector.20205thInternationalConferenceonInnovativeTechnologiesinIntelligentSystemsandIndustrialApplications(CITISIA),1-7.CrossrefLindungParningotanManik,HaniFebriMustika,ZaenalAkbar,YuliaArisKartika,DadanRidwanSaleh,FoniAgusSetiawan,IkaAtmanSatya.(2020)Aspect-BasedSentimentAnalysisonCandidateCharacterTraitsinIndonesianPresidentialElection.2020InternationalConferenceonRadar,Antenna,Microwave,Electronics,andTelecommunications(ICRAMET),224-228.CrossrefManarAlassaf,AliMustafaQamar.(2020)Aspect-BasedSentimentAnalysisofArabicTweetsintheEducationSectorUsingaHybridFeatureSelectionMethod.202014thInternationalConferenceonInnovationsinInformationTechnology(IIT),178-185.CrossrefJosephDowning,RichardDron.(2020)Theorisingthe‘SecurityInfluencer’:Speakingsecurity,terrorandMuslimsonsocialmediaduringtheManchesterbombings.NewMedia&Society37,146144482097178.Onlinepublicationdate:16-Nov-2020.CrossrefMarcoA.Palomino,AdityaPadmanabhanVarma.(2020)AnyPublicityisGoodPublicity:Positive,NegativeandNeutralTweetsCanAllBecomeTrends.202039thInternationalConferenceoftheChileanComputerScienceSociety(SCCC),1-8.CrossrefThi-ChamNguyen,Thi-NganPham,Hoang-QuynhLe,Tri-ThanhNguyen,Hong-NhungBui,Quang-ThuyHa.(2020)ATargetedTopicModelbasedMulti-LabelDeepLearningClassificationFrameworkforAspect-basedOpinionMining.202012thInternationalConferenceonKnowledgeandSystemsEngineering(KSE),165-170.CrossrefAmiraGuirguis,IsmaMoosa,RosalindGittins,FabrizioSchifano.(2020)WhatAboutDrugChecking?SystematicReviewandNetnographicAnalysisofSocialMedia.CurrentNeuropharmacology18:10,906-917.Onlinepublicationdate:4-Nov-2020.CrossrefYinglinZhu,WenbinZheng,HongTang,JoséAlfredoHernández-Pérez.(2020)InteractiveDualAttentionNetworkforTextSentimentClassification.ComputationalIntelligenceandNeuroscience2020,1-11.Onlinepublicationdate:3-Nov-2020.CrossrefJoséAntonioGarcía-Díaz,MarCánovas-García,RafaelValencia-García.(2020)Ontology-drivenaspect-basedsentimentanalysisclassification:AninfodemiologicalcasestudyregardinginfectiousdiseasesinLatinAmerica.FutureGenerationComputerSystems112,641-657.Onlinepublicationdate:1-Nov-2020.CrossrefJin-XingHao,YuFu,CathyHsu,Xiang(Robert)Li,NanChen.(2020)IntroducingNewsMediaSentimentAnalyticstoResidents’AttitudesResearch.JournalofTravelResearch59:8,1353-1369.Onlinepublicationdate:8-Nov-2019.CrossrefMihailDuşcu,DilekGünneç.(2020)PolarityClassificationofTwitterMessagesusingAudioProcessing.InformationProcessing&Management57:6,102346.Onlinepublicationdate:1-Nov-2020.CrossrefYingjieTian,MahboubehMirzabagheri,PeymanTirandazi,SeyedMojtabaHosseiniBamakan.(2020)Anon-convexsemi-supervisedapproachtoopinionspamdetectionbyramp-oneclassSVM.InformationProcessing&Management57:6,102381.Onlinepublicationdate:1-Nov-2020.CrossrefNicholasFrancisHavey.(2020)Partisanpublichealth:howdoespoliticalideologyinfluencesupportforCOVID-19relatedmisinformation?.JournalofComputationalSocialScience3:2,319-342.Onlinepublicationdate:2-Nov-2020.CrossrefAydinFarrokhi,FaridShirazi,NickHajli,MinaTajvidi.(2020)Usingartificialintelligencetodetectcrisisrelatedtoevents:DecisionmakinginB2Bbyartificialintelligence.IndustrialMarketingManagement91,257-273.Onlinepublicationdate:1-Nov-2020.CrossrefManarAlassaf,AliMustafaQamar.(2020)ImprovingSentimentAnalysisofArabicTweetsbyOne-wayANOVA.JournalofKingSaudUniversity-ComputerandInformationSciences.Onlinepublicationdate:1-Nov-2020.CrossrefOliveraGrljević,ZitaBošnjak,AleksandarKovačević.(2020)Opinionmininginhighereducation:acorpus-basedapproach.EnterpriseInformationSystems8779,1-26.Onlinepublicationdate:1-Nov-2020.CrossrefXielingChen,HaoranXie.(2020)AStructuralTopicModeling-BasedBibliometricStudyofSentimentAnalysisLiterature.CognitiveComputation12:6,1097-1129.Onlinepublicationdate:31-Jul-2020.CrossrefSantwanaSagnika,BhabaniShankarPrasadMishra,SarojK.Meher.(2020)Improvedmethodofwordembeddingforefficientanalysisofhumansentiments.MultimediaToolsandApplications79:43-44,32389-32413.Onlinepublicationdate:27-Aug-2020.CrossrefZeinabRajabi,MohammadRezaValavi,MaryamHourali.(2020)AContext-BasedDisambiguationModelforSentimentConceptsUsingaBag-of-ConceptsApproach.CognitiveComputation12:6,1299-1312.Onlinepublicationdate:14-Sep-2020.CrossrefDevjyotiNath,AnirbanRoy,SumitraKumariShaw,AmlanGhorai,ShantaPhani.(2020)TextualLyricsBasedEmotionAnalysisofBengaliSongs.2020InternationalConferenceonDataMiningWorkshops(ICDMW),39-44.CrossrefMatthiasPohl,AliHashaam,SaschaBosse,DanielGunnarStaegemann,MatthiasVolk,FrederikKramer,KlausTurowski.(2020)ApplicationofNLPtodeterminetheStateofIssuesinBugTrackingSystems.2020InternationalConferenceonDataMiningWorkshops(ICDMW),53-61.CrossrefL.D.C.S.Subhashini,YuefengLi,JinglanZhang,AjanthaS.Atukorale.(2020)IntegrationofFuzzyandDeepLearninginThree-WayDecisions.2020InternationalConferenceonDataMiningWorkshops(ICDMW),71-78.CrossrefBingLiu.2020.SentimentAnalysis.CrossrefSepidehJamshidiNejad,FatemehAhmadi-Abkenari,PymanBayat.

(2020)OpinionSpamDetectionbasedonSupervisedSentimentAnalysisApproach.202010thInternationalConferenceonComputerandKnowledgeEngineering(ICCKE),209-214.CrossrefRezaAkhoundzade,KouroshHashemiDevin.(2020)Unsupervisedaspect-basedSentimentAnalysisinthePersianlanguage:Extractingandclusteringaspects.202010thInternationalConferenceonComputerandKnowledgeEngineering(ICCKE),94-100.CrossrefRuoweiLiu,XiaobaiYao,ChenxiaoGuo,XuebinWei.(2020)CanWeForecastPresidentialElectionUsingTwitterData?AnIntegrativeModellingApproach.AnnalsofGIS11,1-14.Onlinepublicationdate:22-Oct-2020.CrossrefMarekNowacki,AgnieszkaNiezgoda.(2020)IdentifyinguniquefeaturesoftheimageofselectedcitiesbasedonreviewsbyTripAdvisorportalusers.ScandinavianJournalofHospitalityandTourism20:5,503-519.Onlinepublicationdate:13-Oct-2020.CrossrefIntaniaCahyaSari,YovaRuldeviyani.(2020)SentimentAnalysisoftheCovid-19VirusInfectioninIndonesianPublicTransportationonTwitterData:ACaseStudyofCommuterLinePassengers.2020InternationalWorkshoponBigDataandInformationSecurity(IWBIS),23-28.CrossrefSaidaUlfa,RexBringula,CitraKurniawan,MuhibuddinFadhli.(2020)StudentFeedbackonOnlineLearningbyUsingSentimentAnalysis:ALiteratureReview.20206thInternationalConferenceonEducationandTechnology(ICET),53-58.CrossrefGhaziAbdalla,FatihÖzyurt.(2020)SentimentAnalysisofFastFoodCompaniesWithDeepLearningModels.TheComputerJournal56.Onlinepublicationdate:17-Oct-2020.CrossrefMuhammedÇağrıAKSU,ErsinKARAMAN.(2020)FastTextveKelimeÇantasıKelimeTemsilYöntemlerininTuristikMekanlarİçinYapılanTürkçeİncelemelerKullanılarakKarşılaştırılması.EuropeanJournalofScienceandTechnology.Onlinepublicationdate:13-Oct-2020.CrossrefIgnacio-JesúsSerrano-Contreras,JavierGarcía-Marín,ÓscarG.Luengo.(2020)MeasuringOnlinePoliticalDialogue:DoesPolarizationTriggerMoreDeliberation?.MediaandCommunication8:4,63-72.Onlinepublicationdate:8-Oct-2020.CrossrefMarius-CristianBuzea,StefanTrausan-Matu,TraianRebedea.(2020)AutomaticIronyDetectionforRomanianOnlineNews.202024thInternationalConferenceonSystemTheory,ControlandComputing(ICSTCC),72-77.CrossrefLokeshSingh,PrabhatGupta,RahulKatarya,PragyatJayvant.(2020)TwitterdatainEmotionalAnalysis-Astudy.2020FourthInternationalConferenceonI-SMAC(IoTinSocial,Mobile,AnalyticsandCloud)(I-SMAC),1301-1305.CrossrefD.Selvapandian,ThambaMeshachW,K.S.SureshBabu,R.Dhanapal,JebakumarImmanuel.D.(2020)AnEfficientSentimentAnalysisonFeedbackAssessmentfromStudenttoProvideBetterEducation.2020FourthInternationalConferenceonI-SMAC(IoTinSocial,Mobile,AnalyticsandCloud)(I-SMAC),1293-1300.CrossrefNguyenThiThanhThuy,NgoXuanBach,TuMinhPhuong.(2020)LeveragingForeignLanguageLabeledDataforAspect-BasedOpinionMining.2020RIVFInternationalConferenceonComputingandCommunicationTechnologies(RIVF),1-6.CrossrefJieZhou,JimmyXiangjiHuang,QinminVivianHu,LiangHe.(2020)Ispositionimportant?deepmulti-tasklearningforaspect-basedsentimentanalysis.AppliedIntelligence50:10,3367-3378.Onlinepublicationdate:6-Jun-2020.CrossrefLiChenCheng,Ming-ChanLin.(2020)Ahybridrecommendersystemfortheminingofconsumerpreferencesfromtheirreviews.JournalofInformationScience46:5,664-682.Onlinepublicationdate:10-Jul-2019.CrossrefSamehAl-Natour,OzgurTuretken.(2020)Acomparativeassessmentofsentimentanalysisandstarratingsforconsumerreviews.InternationalJournalofInformationManagement54,102132.Onlinepublicationdate:1-Oct-2020.CrossrefErickKauffmann,JesúsPeral,DavidGil,AntonioFerrández,RicardoSellers,HiginioMora.(2020)Aframeworkforbigdataanalyticsincommercialsocialnetworks:Acasestudyonsentimentanalysisandfakereviewdetectionformarketingdecision-making.IndustrialMarketingManagement90,523-537.Onlinepublicationdate:1-Oct-2020.CrossrefJieZhou,JimmyXiangjiHuang,QinminVivianHu,LiangHe.(2020)SK-GCN:ModelingSyntaxandKnowledgeviaGraphConvolutionalNetworkforaspect-levelsentimentclassification.Knowledge-BasedSystems205,106292.Onlinepublicationdate:1-Oct-2020.CrossrefShouxiangFan,JunpingYao,YangyangSun,YingZhan.(2020)ASummaryofAspect-basedSentimentAnalysis.JournalofPhysics:ConferenceSeries1624,022051.Onlinepublicationdate:7-Nov-2020.CrossrefBenjaminShickel,MartinHeesacker,SherryBenton,ParisaRashidi.(2020)AutomatedEmotionalValencePredictioninMentalHealthTextviaDeepTransferLearning.2020IEEE20thInternationalConferenceonBioinformaticsandBioengineering(BIBE),269-274.CrossrefBingQi,AaronCostin,MengdaJia.(2020)AframeworkwithefficientextractionandanalysisofTwitterdataforevaluatingpublicopinionsontransportationservices.TravelBehaviourandSociety21,10-23.Onlinepublicationdate:1-Oct-2020.CrossrefCaltonPu,AbhijitSuprem,RodrigoAlvesLima.(2020)ChallengesandOpportunitiesinRapidEpidemicInformationPropagationwithLiveKnowledgeAggregationfromSocialMedia.2020IEEESecondInternationalConferenceonCognitiveMachineIntelligence(CogMI),131-140.CrossrefYinglinZhu,WenbinZheng,JiaolingZheng.(2020)AContextEnhancedAttentionNetworkforAspect-BasedSentimentClassification.2020InternationalConferenceonBigData&ArtificialIntelligence&SoftwareEngineering(ICBASE),108-112.CrossrefOsnatMokryn,DavidBodoff,NadimBader,YaelAlbo,JoelLanir.(2020)Sharingemotions:determiningfilms’evokedemotionalexperiencefromtheironlinereviews.InformationRetrievalJournal23:5,475-501.Onlinepublicationdate:9-May-2020.CrossrefRezaMousavi,T.S.Raghu,KeithFrey.(2020)HarnessingArtificialIntelligencetoImprovetheQualityofAnswersinOnlineQuestion-answeringHealthForums.JournalofManagementInformationSystems37:4,1073-1098.Onlinepublicationdate:1-Dec-2020.CrossrefAndreasF.Gkontzis,SotirisKotsiantis,DimitrisKalles,ChristosT.Panagiotakopoulos,VassiliosS.Verykios.(2020)Polarity,emotionsandonlineactivityofstudentsandtutorsasfeaturesinpredictinggrades.IntelligentDecisionTechnologies14:3,409-436.Onlinepublicationdate:29-Sep-2020.CrossrefBoYANG.(2020)LearningAloneyetTogether:AnExploratoryStudyoftheInteractionthroughOnlineDanmakuVideos.2020IEEELearningWithMOOCS(LWMOOCS),100-104.CrossrefAnthonyD.McDonald,NileshAde,S.CamillePeres.(2020)PredictingProcedureStepPerformanceFromOperatorandTextFeatures:ACriticalFirstStepTowardMachineLearning-DrivenProcedureDesign.HumanFactors:TheJournaloftheHumanFactorsandErgonomicsSociety26,001872082095858.Onlinepublicationdate:28-Sep-2020.CrossrefAditiGupta,JasyLiewSuetYan,CheahYu-N.(2020)GoingBigandDeep:UsingConvolutionalNeuralNetworktoLeverageTrainingDatafromMultipleDomainsforCross-DomainSentimentClassificationonProductReviews.2020IEEE2ndInternationalConferenceonArtificialIntelligenceinEngineeringandTechnology(IICAIET),1-6.CrossrefCarlosMarioPérezPérez,GabrielÁngelQuirozHerrera,AntonioJesúsTamayoHerrera.(2020)¿Tienecarácterpredictivolaestructurapredicativa[verbo+objetodirecto]?Haciaunacaracterizaciónsintáctico-semánticaparapropósitosdeanálisisdesentimientos.LingüísticayLiteratura41:78,11-34.Onlinepublicationdate:20-Sep-2020.CrossrefHoongChenTeo,AhimsaCampos-Arceiz,BinbinV.Li,MingquanWu,AlexMarkLechner,BingXue.(2020)BuildingagreenBeltandRoad:AsystematicreviewandcomparativeassessmentoftheChineseandEnglish-languageliterature.PLOSONE15:9,e0239009.Onlinepublicationdate:15-Sep-2020.CrossrefTriBuanaTunggaDewi,NadinaAdeliaIndrawan,IndraBudi,ArisBudiSantoso,PrabuKresnaPutra.(2020)CommunityUnderstandingoftheImportanceofSocialDistancingUsingSentimentAnalysisinTwitter.20203rdInternationalConferenceonComputerandInformaticsEngineering(IC2IE),336-341.CrossrefAnnisaNurulAzhar,MasayuLeyliaKhodra.(2020)Fine-tuningPretrainedMultilingualBERTModelforIndonesianAspect-basedSentimentAnalysis.20207thInternationalConferenceonAdvanceInformatics:Concepts,TheoryandApplications(ICAICTA),1-6.CrossrefPrisilaMichelle,FariskaZakhralativaRuskanda,AyuPurwarianti.(2020)DevelopmentofDomain-SpecificLexiconforAspect-BasedSentimentAnalysis.20207thInternationalConferenceonAdvanceInformatics:Concepts,TheoryandApplications(ICAICTA),1-6.CrossrefBoyUtomoManalu,Tulus,SyahrilEfendi.(2020)DeepLearningPerformanceInSentimentAnalysis.20204rdInternationalConferenceonElectrical,TelecommunicationandComputerEngineering(ELTICOM),97-102.CrossrefEmilyA.Gregg,SarahA.Bekessy,JenniferK.Martin,GeorgiaE.Garrard.(2020)ManyIUCNredlistspecieshavenamesthatevokenegativeemotions.HumanDimensionsofWildlife25:5,468-477.Onlinepublicationdate:16-Apr-2020.CrossrefKaiShuang,QianqianYang,JonathanLoo,RuiLi,MengyuGu.(2020)Featuredistillationnetworkforaspect-basedsentimentanalysis.InformationFusion61,13-23.Onlinepublicationdate:1-Sep-2020.CrossrefZhiyiChen,RongZhang,TingXu,YaqiYang,JunyuWang,TingyongFeng.(2020)Emotionalattitudestowardsprocrastinationinpeople:Alarge-scalesentiment-focusedcrawlinganalysis.ComputersinHumanBehavior110,106391.Onlinepublicationdate:1-Sep-2020.CrossrefStefanoCagnoni,LorenzoCozzini,GianfrancoLombardo,MonicaMordonini,AgostinoPoggi,MicheleTomaiuolo.(2020)Emotion-basedanalysisofprogramminglanguagesonStackOverflow.ICTExpress6:3,238-242.Onlinepublicationdate:1-Sep-2020.CrossrefYunmiPark,MaxGarcia.(2020)Pedestriansafetyperceptionandurbanstreetsettings.InternationalJournalofSustainableTransportation14:11,860-871.Onlinepublicationdate:30-Jul-2019.CrossrefAndražPelicon,MarkoPranjić,DraganaMiljković,BlažŠkrlj,SenjaPollak.(2020)Zero-ShotLearningforCross-LingualNewsSentimentClassification.AppliedSciences10:17,5993.Onlinepublicationdate:29-Aug-2020.CrossrefMichaelYeomans,JuliaMinson,HanneCollins,FrancesChen,FrancescaGino.(2020)Conversationalreceptiveness:Improvingengagementwithopposingviews.OrganizationalBehaviorandHumanDecisionProcesses160,131-148.Onlinepublicationdate:1-Sep-2020.CrossrefLuanaBaladorBelisário,LuizGabrielFerreira,ThiagoAlexandreSalgueiroPardo.(2020)EvaluatingRicherFeaturesandVariedMachineLearningModelsforSubjectivityClassificationofBookReviewSentencesinPortuguese.Information11:9,437.Onlinepublicationdate:11-Sep-2020.CrossrefCharlotteSenkpiel,AudreyDobbins,ChristinaKockel,JanSteinbach,UlrichFahl,FarinaWille,JoachimGlobisch,SandraWassermann,BertDroste-Franke,WolfgangHauser,ClaudiaHofer,LarsNolting,ChristianeBernath.(2020)IntegratingMethodsandEmpiricalFindingsfromSocialandBehaviouralSciencesintoEnergySystemModels—MotivationandPossibleApproaches.Energies13:18,4951.Onlinepublicationdate:21-Sep-2020.CrossrefNourJnoub,FadiAlMachot,WolfgangKlas.(2020)ADomain-IndependentClassificationModelforSentimentAnalysisUsingNeuralModels.AppliedSciences10:18,6221.Onlinepublicationdate:8-Sep-2020.CrossrefJanaJost,BenediktMattig.(2020)TrustandReputationinHeterogeneousMulti-AgentSystemforProductionProcessesBasedontheMarketEconomy.202025thIEEEInternationalConferenceonEmergingTechnologiesandFactoryAutomation(ETFA),1321-1324.CrossrefDinoPuguhPutroSembodo,AliRidhoBarakbah,TriHadiahMuliawati.(2020)ReviewRestaurantwithDescriptiveandPredictiveMiningBasedonSpatiotemporalDataAnalytics.2020InternationalElectronicsSymposium(IES),308-315.CrossrefYuhaoPan,ZhiqunChen,YoshimiSuzuki,FumiyoFukumoto,HiromitsuNishizaki.(2020)Sentimentanalysisusingsemi-supervisedlearningwithfewlabeleddata.2020InternationalConferenceonCyberworlds(CW),231-234.CrossrefDoruRotovei,ViorelNegru.(2020)Multi-AgentRecommendationandAspectLevelSentimentAnalysisinB2BCRMSystems.202022ndInternationalSymposiumonSymbolicandNumericAlgorithmsforScientificComputing(SYNASC),238-245.CrossrefFangYao,YanWang.(2020)Domain-specificsentimentanalysisfortweetsduringhurricanes(DSSA-H):Adomain-adversarialneural-network-basedapproach.Computers,EnvironmentandUrbanSystems83,101522.Onlinepublicationdate:1-Sep-2020.CrossrefEbtesamAlomari,IyadKatib,RashidMehmood.(2020)Iktishaf:aBigDataRoad-TrafficEventDetectionToolUsingTwitterandSparkMachineLearning.MobileNetworksandApplications18.Onlinepublicationdate:22-Aug-2020.CrossrefNavonilMajumder,RishabhBhardwaj,SoujanyaPoria,AlexanderGelbukh,AmirHussain.(2020)Improvingaspect-levelsentimentanalysiswithaspectextraction.NeuralComputingandApplications37.Onlinepublicationdate:17-Aug-2020.CrossrefPriyavratChauhan,NonitaSharma,GeetaSikka.(2020)Theemergenceofsocialmediadataandsentimentanalysisinelectionprediction.JournalofAmbientIntelligenceandHumanizedComputing28.Onlinepublicationdate:6-Aug-2020.CrossrefAhthashamSajid,MuhammadAwais,MirzaAmirMehmood,ShaziaBatool,AmirShahzad,AfiaZafar.(2020)Patient'sFeedbackPlatformforQualityofServicesvia“FreeTextAnalysis”inHealthcareIndustry.EMITTERInternationalJournalofEngineeringTechnology,316-325.Onlinepublicationdate:23-Oct-2020.CrossrefIlonaPezenka,ChristianWeismayer.(2020)Whichfactorsinfluencelocals’andvisitors’overallrestaurantevaluations?.InternationalJournalofContemporaryHospitalityManagement32:9,2793-2812.Onlinepublicationdate:3-Aug-2020.CrossrefYileLiang,TieyunQian,HuilinYu.(2020)ARTAN:Alignreviewswithtopicsinattentionnetworkforratingprediction.Neurocomputing403,337-347.Onlinepublicationdate:1-Aug-2020.CrossrefFaguiLiu,LaileiZheng,JingzhongZheng.(2020)HieNN-DWE:Ahierarchicalneuralnetworkwithdynamicwordembeddingsfordocumentlevelsentimentclassification.Neurocomputing403,21-32.Onlinepublicationdate:1-Aug-2020.CrossrefAmjadOsmani,JamshidBagherzadehMohasefi,FarhadSoleimanianGharehchopogh.(2020)EnrichedLatentDirichletAllocationforSentimentAnalysis.ExpertSystems37:4.Onlinepublicationdate:28-Jan-2020.CrossrefSalimSazzed.(2020)DevelopmentofSentimentLexiconinBengaliutilizingCorpusandCross-lingualResources.2020IEEE21stInternationalConferenceonInformationReuseandIntegrationforDataScience(IRI),237-244.CrossrefMohammadAufar,RachmaditaAndreswari,DitaPramesti.(2020)SentimentAnalysisonYoutubeSocialMediaUsingDecisionTreeandRandomForestAlgorithm:ACaseStudy.2020InternationalConferenceonDataScienceandItsApplications(ICoDSA),1-7.CrossrefPengYang,YongWu,TenglangCheng,XinyuanLyu,ZhuangWang.(2020)Segment-LevelSentimentClassificationforOnlineCommentsofLegalCases.2020IEEEIntlConfonDependable,AutonomicandSecureComputing,IntlConfonPervasiveIntelligenceandComputing,IntlConfonCloudandBigDataComputing,IntlConfonCyberScienceandTechnologyCongress(DASC/PiCom/CBDCom/CyberSciTech),366-370.CrossrefYuemeiXu,YangLi,YeLiang,LianqiaoCai.(2020)Topic-sentimentevolutionovertime:amanifoldlearning-basedmodelforonlinenews.JournalofIntelligentInformationSystems55:1,27-49.Onlinepublicationdate:21-Nov-2019.CrossrefChristopherIfeanyiEke,AzahAnirNorman,LiyanaShuib,HenryFridayNweke.(2020)Sarcasmidentificationintextualdata:systematicreview,researchchallengesandopendirections.ArtificialIntelligenceReview53:6,4215-4258.Onlinepublicationdate:30-Nov-2019.CrossrefZhaoFang,QiangZhang,XiaoanTang,AnningWang,ClaudeBaron.(2020)Animplicitopinionanalysismodelbasedonfeature-basedimplicitopinionpatterns.ArtificialIntelligenceReview53:6,4547-4574.Onlinepublicationdate:3-Jan-2020.CrossrefPetrBerka.(2020)Sentimentanalysisusingrule-basedandcase-basedreasoning.JournalofIntelligentInformationSystems55:1,51-66.Onlinepublicationdate:22-Jan-2020.CrossrefMeesalaShobhaRani,SumathySubramanian.(2020)AttentionMechanismwithGatedRecurrentUnitUsingConvolutionalNeuralNetworkforAspectLevelOpinionMining.ArabianJournalforScienceandEngineering45:8,6157-6169.Onlinepublicationdate:9-Apr-2020.CrossrefKathyayiniKathyRao,CarolTilt.(2020)GenderandCSRdecisions:perspectivesfromAustralianboards.MeditariAccountancyResearch29:1,60-85.Onlinepublicationdate:27-Jul-2020.CrossrefRionBrattigCorreia,IanB.Wood,JohanBollen,LuisM.Rocha.(2020)MiningSocialMediaDataforBiomedicalSignalsandHealth-RelatedBehavior.AnnualReviewofBiomedicalDataScience3:1,433-458.Onlinepublicationdate:20-Jul-2020.CrossrefPraveenGujjarJ,PrasannaKumarHR.(2020)OpinionMiningfortheCustomerFeedbackusingTextBlob.InternationalJournalofScientificResearchinComputerScience,EngineeringandInformationTechnology,72-76.Onlinepublicationdate:15-Jul-2020.CrossrefSubasishDas,AnandiDutta.(2020)CharacterizingpublicemotionsandsentimentsinCOVID-19environment:AcasestudyofIndia.JournalofHumanBehaviorintheSocialEnvironment2004,1-14.Onlinepublicationdate:14-Jul-2020.CrossrefMarcSchulder,MichaelWiegand,JosefRuppenhofer.(2020)Automaticgenerationoflexicaforsentimentpolarityshifters.NaturalLanguageEngineering20,1-27.Onlinepublicationdate:9-Jul-2020.CrossrefAmitKumarGoel,KalpanaBatra.(2020)ADeepLearningClassificationApproachforShortMessagesSentimentAnalysis.2020InternationalConferenceonSystem,Computation,AutomationandNetworking(ICSCAN),1-3.CrossrefSantoshKumarBharti,ReddyNaidu,KorraSathyaBabu.(2020)HyperbolicFeature-basedSarcasmDetectioninTeluguConversationSentences.JournalofIntelligentSystems30:1,73-89.Onlinepublicationdate:3-Jul-2020.CrossrefNuhaZamzami,NizarBouguila.(2020)High-dimensionalcountdataclusteringbasedonanexponentialapproximationtothemultinomialBeta-Liouvilledistribution.InformationSciences524,116-135.Onlinepublicationdate:1-Jul-2020.CrossrefJiangmeiXiong,YulinHswen,JohnA.Naslund.(2020)DigitalSurveillanceforMonitoringEnvironmentalHealthThreats:ACaseStudyCapturingPublicOpinionfromTwitteraboutthe2019ChennaiWaterCrisis.InternationalJournalofEnvironmentalResearchandPublicHealth17:14,5077.Onlinepublicationdate:14-Jul-2020.CrossrefFabrizioPalmas,JakobRaith,udrunKlinker.(2020)ANovelApproachtoInteractiveDialogueGenerationBasedonNaturalLanguageCreationwithContext-FreeGrammarsandSentimentAnalysis.2020IEEE20thInternationalConferenceonAdvancedLearningTechnologies(ICALT),79-83.CrossrefMohammadAhmadSheikh,AmitKumarGoel,TapasKumar.(2020)AnApproachforPredictionofLoanApprovalusingMachineLearningAlgorithm.2020InternationalConferenceonElectronicsandSustainableCommunicationSystems(ICESC),490-494.CrossrefYingYang,BinWu,LianweiLi,ShuyangWang.(2020)AJointModelforAspect-CategorySentimentAnalysiswithTextGCNandBi-GRU.2020IEEEFifthInternationalConferenceonDataScienceinCyberspace(DSC),156-163.CrossrefZhouWang,JingCao.(2020)Multi-TaskLearningNetworkforDocument-levelandMulti-aspectSentimentClassification.2020IEEEFifthInternationalConferenceonDataScienceinCyberspace(DSC),171-177.CrossrefKKarunya,SAarthy,RKarthika,LJegathaDeborah.(2020)AnalysisofStudentFeedbackandRecommendationtoTutors.2020InternationalConferenceonCommunicationandSignalProcessing(ICCSP),1579-1583.CrossrefSajeethaThavareesan,SinnathambyMahesan.(2020)SentimentLexiconExpansionusingWord2vecandfastTextforSentimentPredictioninTamiltexts.2020MoratuwaEngineeringResearchConference(MERCon),272-276.CrossrefValentinaDragos,JeromeBesombes,AurelienMascaro.(2020)Trendanalysisinonlinedatawithunsupervisedclassificationandappraisalcategories.2020IEEE23rdInternationalConferenceonInformationFusion(FUSION),1-8.CrossrefRuNi,HuanCao.(2020)SentimentAnalysisbasedonGloVeandLSTM-GRU.202039thChineseControlConference(CCC),7492-7497.CrossrefValentinaDragos,BruceForrester,KellynRein.(2020)IshybridAIsuitedforhybridthreats?Insightsfromsocialmediaanalysis.2020IEEE23rdInternationalConferenceonInformationFusion(FUSION),1-7.CrossrefAliAlshahrani,MeysamGhaffari,KobraAmirizirtol,XiuwenLiu.(2020)IdentifyingOptimismandPessimisminTwitterMessagesUsingXLNetandDeepConsensus.2020InternationalJointConferenceonNeuralNetworks(IJCNN),1-8.CrossrefYanZhou,WeiJiang,PoSong,YipengSu,TaoGuo,JizhongHan,SonglinHu.(2020)GraphConvolutionalNetworksforTarget-orientedOpinionWordsExtractionwithAdversarialTraining.2020InternationalJointConferenceonNeuralNetworks(IJCNN),1-7.CrossrefJunfengHu,JunLiao,LiLiu,WenchaoMa.(2020)RCapsNet:ARecurrentCapsuleNetworkforTextClassification.2020InternationalJointConferenceonNeuralNetworks(IJCNN),1-8.CrossrefYaoQiang,XinLi,DongxiaoZhu.(2020)TowardTag-freeAspectBasedSentimentAnalysis:AMultipleAttentionNetworkApproach.2020InternationalJointConferenceonNeuralNetworks(IJCNN),1-8.CrossrefAndreaSciandra.(2020)COVID-19OutbreakthroughTweeters’Words:MonitoringItalianSocialMediaCommunicationaboutCOVID-19withTextMiningandWordEmbeddings.2020IEEESymposiumonComputersandCommunications(ISCC),1-6.CrossrefHasmotAli,Md.FahadHossain,ShaonBhattaShuvo,AhmedAlMarouf.(2020)BanglaSenti:ADatasetofBanglaWordsforSentimentAnalysis.202011thInternationalConferenceonComputing,CommunicationandNetworkingTechnologies(ICCCNT),1-4.CrossrefB.Seetharamulu,B.NareshKumarReddy,K.BramhaNaidu.(2020)DeepLearningforSentimentAnalysisBasedonCustomerReviews.202011thInternationalConferenceonComputing,CommunicationandNetworkingTechnologies(ICCCNT),1-5.CrossrefYinghongLiang,HaitaoLiu,SuZhang.(2020)Micro‐blogsentimentclassificationusingDoc2vec + SVMmodelwithdatapurification.TheJournalofEngineering2020:13,407-410.Onlinepublicationdate:6-Jul-2020.CrossrefDavideGiacomini,PaolaZola,DiegoParedi,MarioMazzoleni.(2020)Environmentaldisclosureandstakeholderengagementviasocialmedia:Stateoftheartandpotentialinpublicutilities.CorporateSocialResponsibilityandEnvironmentalManagement27:4,1552-1564.Onlinepublicationdate:14-Feb-2020.CrossrefJunyiYang,LiangXiao,KangningLi.(2020)Modellingclinicalexperiencedataasanevidenceforpatient-orienteddecisionsupport.BMCMedicalInformaticsandDecisionMaking20:S3.Onlinepublicationdate:9-Jul-2020.CrossrefAinBalqisMdNorBasmmi,ShahlizaAbdHalim,NorAzizahSaadon.(2020)ComparisonofWebServicesforSentimentAnalysisinSocialNetworkingSites.IOPConferenceSeries:MaterialsScienceandEngineering884:1,012063.Onlinepublicationdate:1-Jul-2020.CrossrefAhmedAl-Rawi,MalihaSiddiqi,RosemaryMorgan,NimishaVandan,JuliaSmith,ClareWenham.(2020)COVID-19andthegendereduseofemojisonTwitter(Preprint).JournalofMedicalInternetResearch.Onlinepublicationdate:19-Jun-2020.CrossrefBAEKKWANPARK,KEVINGREENE,MICHAELCOLARESI.(2020)HumanRightsare(Increasingly)Plural:LearningtheChangingTaxonomyofHumanRightsfromLarge-scaleTextRevealsInformationEffects.AmericanPoliticalScienceReview1,1-23.Onlinepublicationdate:18-Jun-2020.CrossrefMalikM.SaadMissen,MickaëlCoustaty,HinaAsmat,AmnahFirdous,NadeemAkhtar,MuhammadAkram,V.B.SuryaPrasath.2020.2EsofTIS.RecommenderSystemwithMachineLearningandArtificialIntelligence,45-70.CrossrefMikeThelwall,Eleanor-RosePapas,ZenaNyakoojo,LizAllen,VerenaWeigert.(2020)Automaticallydetectingopenacademicreviewpraiseandcriticism.OnlineInformationReview44:5,1057-1076.Onlinepublicationdate:15-Jun-2020.CrossrefVictorChang,LianLiu,QianwenXu,TaiyuLi,Ching‐HsienHsu.(2020)Animprovedmodelforsentimentanalysisonluxuryhotelreview.ExpertSystems12.Onlinepublicationdate:14-Jun-2020.CrossrefMohammadErfanMowlaei,MohammadSanieeAbadeh,HamidrezaKeshavarz.(2020)Aspect-basedsentimentanalysisusingadaptiveaspect-basedlexicons.ExpertSystemswithApplications148,113234.Onlinepublicationdate:1-Jun-2020.CrossrefShaokunFan,NoyanIlk.(2020)Atextanalyticsframeworkforautomatedcommunicationpatternanalysis.Information&Management57:4,103219.Onlinepublicationdate:1-Jun-2020.CrossrefSisiLiu,KyungmiLee,IckjaiLee.(2020)Document-levelmulti-topicsentimentclassificationofEmaildatawithBiLSTManddataaugmentation.Knowledge-BasedSystems197,105918.Onlinepublicationdate:1-Jun-2020.CrossrefParisaJamadiKhiabani,MohammadEhsanBasiri,HamidRastegari.(2020)Animprovedevidence-basedaggregationmethodforsentimentanalysis.JournalofInformationScience46:3,340-360.Onlinepublicationdate:18-Mar-2019.CrossrefEkinEkinci,SevinçİlhanOmurca.(2020)Concept-LDA:IncorporatingBabelfyintoLDAforaspectextraction.JournalofInformationScience46:3,406-418.Onlinepublicationdate:29-Apr-2019.CrossrefSuqiZhang,XinyunXu,YanweiPang,JungongHan.(2020)Multi-layerAttentionBasedCNNforTarget-DependentSentimentClassification.NeuralProcessingLetters51:3,2089-2103.Onlinepublicationdate:9-Mar-2019.CrossrefDGaneshKumar,MKameswaraRao,KPremnath.(2020)ARecurrentNeuralNetworkModelforSpamMessageDetection.20205thInternationalConferenceonCommunicationandElectronicsSystems(ICCES),1042-1045.CrossrefLamineFaty,MarieNdiaye,EdouardNgorSarr,OusmaneSall,SenyNdiayeMbaye,TonyTonaLandu,BabigaBirregah,MamadouBousso,FatimaToure.(2020)SenOpinion:ANewLexiconforOpinionTagginginSenegaleseNewsComments.202015thIberianConferenceonInformationSystemsandTechnologies(CISTI),1-6.CrossrefLokeshJain,RahulKatarya,ShellySachdeva.(2020)Recognitionofopinionleaderscoalitionsinonlinesocialnetworkusinggametheory.Knowledge-BasedSystems,106158.Onlinepublicationdate:1-Jun-2020.CrossrefYongpingDu,MengHe,LulinWang,HaitongZhang.(2020)Wassersteinbasedtransfernetworkforcross-domainsentimentclassification.Knowledge-BasedSystems,106162.Onlinepublicationdate:1-Jun-2020.CrossrefAnandKonjengbam,NagendraKumar,ManishSingh.(2020)Unsupervisedtagrecommendationforpopularandcoldproducts.JournalofIntelligentInformationSystems54:3,545-566.Onlinepublicationdate:17-Aug-2019.CrossrefDiahHevykaMaylawati,WarihMaharani,IbnuAsror.(2020)ImplicitAspectExtractioninProductReviewsUsingFINAlgorithm.20208thInternationalConferenceonInformationandCommunicationTechnology(ICoICT),1-5.CrossrefNadyaNurulSepaniPutri,AndryAlamsyah,SriWidiyanesti.(2020)FulfillmentandResponsivenessonOnlineTravelAgenciesUsingMulticlassClassification.20208thInternationalConferenceonInformationandCommunicationTechnology(ICoICT),1-6.CrossrefAlessandroOrtis,GiovanniMariaFarinella,SebastianoBattiato.(2020)Surveyonvisualsentimentanalysis.IETImageProcessing14:8,1440-1456.Onlinepublicationdate:14-May-2020.CrossrefYuanbingLi,XianWu,YifeiJin,JianLi,GuoliangLi.(2020)Efficientalgorithmsforcrowd-aidedcategorization.ProceedingsoftheVLDBEndowment13:10,1221-1233.Onlinepublicationdate:1-Jun-2020.CrossrefDilshadAhmad,MuhammadAfzal,AbdurRauf.(2020)EnvironmentalrisksamongricefarmersandfactorsinfluencingtheirriskperceptionsandattitudesinPunjab,Pakistan.EnvironmentalScienceandPollutionResearch27:17,21953-21964.Onlinepublicationdate:13-Apr-2020.CrossrefJonathanA.Supovitz,ChristianKolouch,AlanJ.Daly.(2020)TheSocialPsychologyofHomophily:TheCollectiveSentimentsofEducationAdvocacyGroups.TeachersCollegeRecord:TheVoiceofScholarshipinEducation122:6,1-32.Onlinepublicationdate:1-Jun-2020.CrossrefYinxiaLou,YueZhang,FeiLi,TaoQian,DonghongJi.(2020)Emoji-BasedSentimentAnalysisUsingAttentionNetworks.ACMTransactionsonAsianandLow-ResourceLanguageInformationProcessing19:5,1-13.Onlinepublicationdate:1-Jun-2020.CrossrefEl-SayedM.El-Alfy,SadamAl-Azani,SabuM.Thampi,El-SayedM.El-Alfy,LjiljanaTrajkovic.(2020)EmpiricalstudyonimbalancedlearningofArabicsentimentpolaritywithneuralwordembedding.JournalofIntelligent&FuzzySystems38:5,6211-6222.Onlinepublicationdate:29-May-2020.CrossrefFuGuo,FengxiangLi,WeiLv,LiLiu,VincentG.Duffy.(2020)BibliometricAnalysisofAffectiveComputingResearchesduring1999~2018.InternationalJournalofHuman–ComputerInteraction36:9,801-814.Onlinepublicationdate:14-Nov-2019.CrossrefMinghuiHuang,HaoranXie,YanghuiRao,JingrongFeng,FuLeeWang.(2020)Sentimentstrengthdetectionwithacontext-dependentlexicon-basedconvolutionalneuralnetwork.InformationSciences520,389-399.Onlinepublicationdate:1-May-2020.CrossrefHyeonseoLee,NakyeongLee,HarimSeo,MinSong.(2020)Developingasupervisedlearning-basedsocialmediabusinesssentimentindex.TheJournalofSupercomputing76:5,3882-3897.Onlinepublicationdate:10-Jan-2019.CrossrefMichelaFazzolari,ManuelPratelli,FabioMartinelli,MarinellaPetrocchi.(2020)EmotionsandInterestsofEvolvingTwitterBots.2020IEEEConferenceonEvolvingandAdaptiveIntelligentSystems(EAIS),1-8.CrossrefXinGuo,GengZhang,SugeWang,QianChen.(2020)Multi-waymatchingbasedfine-grainedsentimentanalysisforuserreviews.NeuralComputingandApplications32:10,5409-5423.Onlinepublicationdate:1-Jan-2020.CrossrefMuhammadAsif,AtiabIshtiaq,HaseebAhmad,HananAljuaid,JalalShah.(2020)Sentimentanalysisofextremisminsocialmediafromtextualinformation.TelematicsandInformatics48,101345.Onlinepublicationdate:1-May-2020.CrossrefZhouYa,ZhouQingqing,WuYuhan,ZhangShuai.(2020)LDA_RAD:ASpamreviewdetectionmethodbasedontopicmodelandrevieweranomalydegree.JournalofPhysics:ConferenceSeries1550:2,022008.Onlinepublicationdate:1-May-2020.CrossrefLuShang,LiyingSui,ShusongWang,DexueZhang.(2020)SentimentanalysisoffilmreviewsbasedonCNN-BLSTM-Attention.JournalofPhysics:ConferenceSeries1550:3,032056.Onlinepublicationdate:1-May-2020.CrossrefGünayKILIÇ,İbrahimBUDAK,BediaSündüzKILIÇ.(2020)KaraCumaEtiketlerininTweetİstatistikleriveDuyguAnaliziileSıralanması.SelçukÜniversitesiSosyalBilimlerMeslekYüksekokuluDergisi,131-140.Onlinepublicationdate:30-Apr-2020.CrossrefKamleshA.Waghmare,SheetalK.Bhala.(2020)EffectiveMethodologyforCo-ReferentialAspectBasedSentimentAnalysisofTouristReviews.InternationalJournalofScientificResearchinComputerScience,EngineeringandInformationTechnology,523-529.Onlinepublicationdate:30-Apr-2020.CrossrefImenTouati,MariemEllouze,MarwaGraja,LamiaHadrichBelguith.(2020)AppraisalofTwoArabicOpinionSummarizationMethods:StatisticalVersusMachineLearning.TheComputerJournal9.Onlinepublicationdate:16-Apr-2020.CrossrefNicolasBallier,StéphaneCanu,CarolinePetitjean,GillesGasso,CarlosBalhana,TheodoraAlexopoulou,ThomasGaillat.(2020)MachinelearningforlearnerEnglish.InternationalJournalofLearnerCorpusResearch6:1,72-103.Onlinepublicationdate:14-Apr-2020.CrossrefYueKang,ZhaoCai,Chee-WeeTan,QianHuang,HefuLiu.(2020)Naturallanguageprocessing(NLP)inmanagementresearch:Aliteraturereview.JournalofManagementAnalytics7:2,139-172.Onlinepublicationdate:4-May-2020.CrossrefMehdiDadkhah,MohammadLagzian,FariborzRahimnia,KhalilKimiafar.(2020)WhatDoWebsitesSayaboutInternetofThingsChallenges?ATextMiningApproach.Science&TechnologyLibraries39:2,125-141.Onlinepublicationdate:24-Feb-2020.CrossrefKayvanBijari,HadiZare,EmadKebriaei,HadiVeisi.(2020)Leveragingdeepgraph-basedtextrepresentationforsentimentpolarityapplications.ExpertSystemswithApplications144,113090.Onlinepublicationdate:1-Apr-2020.CrossrefPrabhsimranSingh,YogeshK.Dwivedi,KaranjeetSinghKahlon,AnniePathania,RavinderSinghSawhney.(2020)Cantwitteranalyticspredictelectionoutcome?Aninsightfrom2017Punjabassemblyelections.GovernmentInformationQuarterly37:2,101444.Onlinepublicationdate:1-Apr-2020.CrossrefKyleS.VanHoutan,TylerGagne,ClintonN.Jenkins,LucasJoppa.(2020)SentimentAnalysisofConservationStudiesCapturesSuccessesofSpeciesReintroductions.Patterns1:1,100005.Onlinepublicationdate:1-Apr-2020.CrossrefNanJiang,FangTian,JinLi,XuYuan,JiaqiZheng.(2020)MAN:MutualAttentionNeuralNetworksModelforAspect-LevelSentimentClassificationinSIoT.IEEEInternetofThingsJournal7:4,2901-2913.Onlinepublicationdate:1-Apr-2020.CrossrefGuangquanLu,XishunZhao,JianYin,WeiweiYang,BoLi.(2020)Multi-tasklearningusingvariationalauto-encoderforsentimentclassification.PatternRecognitionLetters132,115-122.Onlinepublicationdate:1-Apr-2020.CrossrefYingLiu,AnthonySoroka,LiangxiuHan,JinJian,MinTang.(2020)Cloud-basedbigdataanalyticsforcustomerinsight-drivendesigninnovationinSMEs.InternationalJournalofInformationManagement51,102034.Onlinepublicationdate:1-Apr-2020.CrossrefSulaimanAinin,AliFeizollah,NorBadrulAnuar,NorAnizaAbdullah.(2020)Sentimentanalysesofmultilingualtweetsonhalaltourism.TourismManagementPerspectives34,100658.Onlinepublicationdate:1-Apr-2020.CrossrefAbdalraheemAlsmadi,ShadiAlZu'bi,BilalHawashin,MahmoudAl-Ayyoub,YaserJararweh.(2020)EmployingDeepLearningMethodsforPredictingHelpfulReviews.202011thInternationalConferenceonInformationandCommunicationSystems(ICICS),007-012.CrossrefMehdiEmadi,MaseudRahgozar.(2020)Twittersentimentanalysisusingfuzzyintegralclassifierfusion.JournalofInformationScience46:2,226-242.Onlinepublicationdate:21-Feb-2019.CrossrefHuiLiu,HuanLiu,XinWang,WeiShao,XiaoWang,JunzhaoDu,JonathanLiono,FloraD.Salim.(2020)SmartMeeting:AnNovelMobileVoiceMeetingMinutesGenerationandAnalysisSystem.MobileNetworksandApplications25:2,521-536.Onlinepublicationdate:23-Jul-2019.CrossrefDeepakKumarJain,RachnaJain,YashUpadhyay,AbhishekKathuria,XiangyuanLan.(2020)DeepRefinement:capsulenetworkwithattentionmechanism-basedsystemfortextclassification.NeuralComputingandApplications32:7,1839-1856.Onlinepublicationdate:3-Dec-2019.CrossrefRobertJ.Lennox,DiogoVeríssimo,WilliamM.Twardek,ColinR.Davis,IvanJarić.(2020)Sentimentanalysisasameasureofconservationcultureinscientificliterature.ConservationBiology34:2,462-471.Onlinepublicationdate:1-Apr-2020.CrossrefKaniPriya,KrishnaveniR.,KrishnamurthyM.,BairavelS..(2020)AnalyzingSocialEmotionsinSocialNetworkUsingGraphBasedCo-RankingAlgorithm.InternationalJournalofTechnologyandHumanInteraction16:2,23-33.Onlinepublicationdate:1-Apr-2020.CrossrefBharatTidke,RupaMehta,DiptiRana,HullashJangir.(2020)TopicSensitiveUserClusteringUsingSentimentScoreandSimilarityMeasures.InternationalJournalofWeb-BasedLearningandTeachingTechnologies15:2,34-45.Onlinepublicationdate:1-Apr-2020.CrossrefEduanKotzé,BurgertA.Senekal,WalterDaelemans.(2020)AutomaticclassificationofsocialmediareportsonviolentincidentsinSouthAfricausingmachinelearning.SouthAfricanJournalofScience116:3/4.Onlinepublicationdate:26-Mar-2020.CrossrefJeiYoungLee.(2020)PredictionofDefaultRiskinPeer-to-PeerLendingUsingStructuredandUnstructuredData.JournalofFinancialCounselingandPlanning,JFCP-18-00073.Onlinepublicationdate:16-Mar-2020.CrossrefGuohuiLi,QiChen,BolongZheng,HongzhiYin,QuocVietHungNguyen,XiaofangZhou.(2020)Group-BasedRecurrentNeuralNetworksforPOIRecommendation.ACM/IMSTransactionsonDataScience1:1,1-18.Onlinepublicationdate:12-Mar-2020.CrossrefMohamedM.Mostafa,NicolásRoserNebot.(2020)TheArabImageinSpanishSocialMedia:ATwitterSentimentAnalyticsApproach.JournalofInterculturalCommunicationResearch49:2,133-155.Onlinepublicationdate:6-Feb-2020.CrossrefXiaohuiWang,DionHoe-LianGoh.(2020)Componentsofgameexperience:Anautomatictextanalysisofonlinereviews.EntertainmentComputing33,100338.Onlinepublicationdate:1-Mar-2020.CrossrefXingweiTan,YiCai,JingyunXu,Ho-FungLeung,WenhaoChen,QingLi.(2020)Improvingaspect-basedsentimentanalysisviaaligningaspectembedding.Neurocomputing383,336-347.Onlinepublicationdate:1-Mar-2020.CrossrefLucasRafaelCostellaPessutto,DannySuarezVargas,VivianeP.Moreira.(2020)Multilingualaspectclusteringforsentimentanalysis.Knowledge-BasedSystems192,105339.Onlinepublicationdate:1-Mar-2020.CrossrefSaeed-UlHassan,NaifR.Aljohani,NimraIdrees,RaheemSarwar,RaheelNawaz,EugenioMartínez-Cámara,SebastiánVentura,FranciscoHerrera.(2020)Predictingliterature’searlyimpactwithsentimentanalysisinTwitter.Knowledge-BasedSystems192,105383.Onlinepublicationdate:1-Mar-2020.CrossrefDavidE.Losada,PabloGamallo.(2020)Evaluatingandimprovinglexicalresourcesfordetectingsignsofdepressionintext.LanguageResourcesandEvaluation54:1,1-24.Onlinepublicationdate:6-Aug-2018.CrossrefHosseinHassani,ChristinaBeneki,StephanUnger,MaedehTajMazinani,MohammadRezaYeganegi.(2020)TextMininginBigDataAnalytics.BigDataandCognitiveComputing4:1,1.Onlinepublicationdate:16-Jan-2020.CrossrefRomanV.Galperin.(2020)OrganizationalPowers:ContestedInnovationandLossofProfessionalJurisdictionintheCaseofRetailMedicine.OrganizationScience31:2,508-534.Onlinepublicationdate:1-Mar-2020.CrossrefNikolaosSpatiotis,IsidorosPerikos,IosifMporas,MichaelParaskevas.(2020)SentimentAnalysisofTeachersUsingSocialInformationinEducationalPlatformEnvironments.InternationalJournalonArtificialIntelligenceTools29:02,2040004.Onlinepublicationdate:31-Mar-2020.CrossrefHessahAlsaaran,WaadAlowain,DuaaAldrees,ShahadAlmadhi,WadhaAlqahtani.(2020)WheretoEat?AnAutomaticSummarizationSystemforOpinionsinRestaurantReviews.20203rdInternationalConferenceonComputerApplications&InformationSecurity(ICCAIS),1-5.CrossrefUmmaraAhmedChauhan,MuhammadTanvirAfzal,AbdulShahid,MoloudAbdar,MohammadEhsanBasiri,XujuanZhou.(2020)Acomprehensiveanalysisofadverbtypesforminingusersentimentsonamazonproductreviews.WorldWideWeb43.Onlinepublicationdate:20-Feb-2020.CrossrefGuohuiLi,QiChen,BolongZheng,NguyenQuocVietHung,PanZhou,GuanfengLiu.(2020)Time-aspect-sentimentRecommendationModelsBasedonNovelSimilarityMeasureMethods.ACMTransactionsontheWeb14:2,1-26.Onlinepublicationdate:7-Feb-2020.CrossrefMohammadEhsanBasiri,ArmanKabiri.(2020)HOMPer:AnewhybridsystemforopinionmininginthePersianlanguage.JournalofInformationScience46:1,101-117.Onlinepublicationdate:6-Feb-2019.CrossrefJ.FernandoSánchez-Rada,OscarAraque,CarlosA.Iglesias.(2020)Senpy:Aframeworkforsemanticsentimentandemotionanalysisservices.Knowledge-BasedSystems190,105193.Onlinepublicationdate:1-Feb-2020.CrossrefJ.Bernabé-Moreno,A.Tejeda-Lorente,J.Herce-Zelaya,C.Porcel,E.Herrera-Viedma.(2020)Acontext-awareembeddingssupportedmethodtoextractafuzzysentimentpolaritydictionary.Knowledge-BasedSystems190,105236.Onlinepublicationdate:1-Feb-2020.CrossrefShoayeeAlotaibi,RashidMehmood,IyadKatib,OmerRana,AiiadAlbeshri.(2020)Sehaa:ABigDataAnalyticsToolforHealthcareSymptomsandDiseasesDetectionUsingTwitter,ApacheSpark,andMachineLearning.AppliedSciences10:4,1398.Onlinepublicationdate:19-Feb-2020.CrossrefHSyahputra,LKBasyar,AASTamba.(2020)SetimentAnalysisofPublicOpiniononTheGo-JekIndonesiaThroughTwitterUsingAlgorithmSupportVectorMachine.JournalofPhysics:ConferenceSeries1462,012063.Onlinepublicationdate:18-Mar-2020.CrossrefGanpatSinghChauhan,YogeshKumarMeena,DineshGopalani,RaviNahta.(2020)AnUnsupervisedMultipleWord-EmbeddingMethodwithAttentionModelforCrossDomainAspectTermExtraction.20203rdInternationalConferenceonEmergingTechnologiesinComputerEngineering:MachineLearningandInternetofThings(ICETCE),110-116.CrossrefRobinHuang,NaLiu,MaryAnnNicdao,MaryMikaheal,TanyaBaldacchino,AnnabelleAlbeos,KathyPetoumenos,KamalSud,JinmanKim.(2020)Emotionsharinginremotepatientmonitoringofpatientswithchronickidneydisease.JournaloftheAmericanMedicalInformaticsAssociation27:2,185-193.Onlinepublicationdate:21-Oct-2019.CrossrefLuweiXiao,XiaohuiHu,YinongChen,YunXue,DonghongGu,BingliangChen,TaoZhang.(2020)TargetedSentimentClassificationBasedonAttentionalEncodingandGraphConvolutionalNetworks.AppliedSciences10:3,957.Onlinepublicationdate:2-Feb-2020.CrossrefZeeshanShaukat,AbdulAhadZulfiqar,ChuangbaiXiao,MuhammadAzeem,TariqMahmood.(2020)SentimentanalysisonIMDBusinglexiconandneuralnetworks.SNAppliedSciences2:2.Onlinepublicationdate:2-Jan-2020.CrossrefSinemAkyol,BilalAlatas.(2020)Sentimentclassificationwithinonlinesocialmediausingwhaleoptimizationalgorithmandsocialimpacttheorybasedoptimization.PhysicaA:StatisticalMechanicsanditsApplications540,123094.Onlinepublicationdate:1-Feb-2020.CrossrefQiangYang,YuZhang,WenyuanDai,SinnoJialinPan.2020.TransferLearning.CrossrefEeroHyvönen,PascalHitzler,KrzysztofJanowicz.(2020)UsingtheSemanticWebindigitalhumanities:Shiftfromdatapublishingtodata-analysisandserendipitousknowledgediscovery.SemanticWeb11:1,187-193.Onlinepublicationdate:31-Jan-2020.CrossrefKevinT.Greene,CalebLucas.(2020)Oncemore,withfeeling:usingsentimentanalysistoimprovemodelsofrelationshipsbetweennon-stateactors.InternationalInteractions46:1,150-162.Onlinepublicationdate:31-Oct-2019.CrossrefMyriamPeñafiel,RosaNavarrete,MaritzolTenemaza,MariaVásquez,DiegoVásquez,SergioLuján-Mora.2020.TheDiffusionofNewsApplyingSentimentAnalysisandImpactonHumanBehaviorThroughSocialMedia.AdvancesinArtificialIntelligence,SoftwareandSystemsEngineering,250-259.CrossrefRodrigoPasti,FabrícioG.Vilasbôas,IsabelaR.Roque,LeandroN.deCastro.2020.ASensitivityandPerformanceAnalysisofWord2VecAppliedtoEmotionStateClassificationUsingaDeepNeuralArchitecture.DistributedComputingandArtificialIntelligence,16thInternationalConference,199-206.CrossrefAjeetRamPathak,ManjushaPandey,SiddharthRautaray.2020.AdaptiveModelforSentimentAnalysisofSocialMediaDataUsingDeepLearning.ICICCT2019–SystemReliability,QualityControl,Safety,MaintenanceandManagement,416-423.CrossrefNaveenKumarLaskari,SureshKumarSanampudi.2020.DesignArtificialIntelligenceCourseContentsUsingArtificialIntelligentTechniques.ICICCT2019–SystemReliability,QualityControl,Safety,MaintenanceandManagement,592-599.CrossrefAkankshaMathur,C.P.Gupta.2020.BigDataChallengesandIssues:AReview.ProceedingoftheInternationalConferenceonComputerNetworks,BigDataandIoT(ICCBI-2018),446-452.CrossrefNimishJoseph,ArpanKumarKar,P.VigneswaraIlavarasan,ShankarGanesh.2020.,1196.CrossrefCelinaOlszak,ArkadiuszKisiołek.2020.BigDataforCustomerKnowledgeManagement.InformationSystemsArchitectureandTechnology:Proceedingsof40thAnniversaryInternationalConferenceonInformationSystemsArchitectureandTechnology–ISAT2019,244-253.CrossrefLucaLongo.2020.EmpoweringQualitativeResearchMethodsinEducationwithArtificialIntelligence.ComputerSupportedQualitativeResearch,1-21.CrossrefK.E.NareshKumar,V.Uma.2020.,117.CrossrefDiegoMoreno-Blanco,BorjaOchoa-Ferreras,FranciscoJ.Gárate,JavierSolana-Sánchez,PatriciaSánchez-González,EnriqueJ.Gómez.2020.,1205.CrossrefTrangUyenTran,HaThi-ThanhHoang,HiepXuanHuynh.2020.,131.CrossrefJollyMasih,RajkumarRajasekaran.2020.,1.CrossrefDarcyVo,TrumanPham.2020.SentimentAnalysisinEducation.EncyclopediaofEducationalInnovation,1-6.CrossrefJuanaMaríaPadilla-Piernas,MaríaConcepciónParra-Meroño,MiguelÁngelBeltrán-Bueno.2020.TheImportanceofAppStoreOptimization(ASO)forHospitalityApplications.DigitalandSocialMediaMarketing,151-161.CrossrefHyun-jungPark,MinchaeSong,Kyung-ShikShin.(2020)Deeplearningmodelsanddatasetsforaspecttermsentimentclassification:Implementingholisticrecurrentattentionontarget-dependentmemories.Knowledge-BasedSystems187,104825.Onlinepublicationdate:1-Jan-2020.CrossrefFangChen,ZhigangYuan,YongfengHuang.(2020)Multi-sourcedatafusionforaspect-levelsentimentclassification.Knowledge-BasedSystems187,104831.Onlinepublicationdate:1-Jan-2020.CrossrefLaithAbualigah,HamzaEssamAlfar,MohammadShehab,AlharethMohammedAbuHussein.2020.SentimentAnalysisinHealthcare:ABriefReview.RecentAdvancesinNLP:TheCaseofArabicLanguage,129-141.CrossrefSujataKhedkar,SubhashShinde.2020.LinguisticFeature-BasedPraiseorComplaintClassificationfromCustomerReviews.IntelligentComputing,InformationandControlSystems,470-481.CrossrefChiaraRavazzi,AntonProskurnikov.2020.DynamicalSocialNetworks.EncyclopediaofSystemsandControl,1-11.CrossrefPanoteSiriaraya,YuanyuanWang,YukikoKawai,YusukeNakaoka,ToyokazuAkiyama.2020.UtilizingMultilingualSocialMediaAnalysisforFoodVenueRecommendation.PuttingSocialMediaandNetworkingDatainPracticeforEducation,Planning,PredictionandRecommendation,29-49.CrossrefShelleyGupta,ArchanaSingh,JayanthiRanjan.2020.SentimentAnalysis:UsageofTextandEmojiforExpressingSentiments.AdvancesinDataandInformationSciences,477-486.CrossrefSujataKhedkar,SubhashShinde.2020.DeepLearning-BasedApproachtoClassifyPraisesorComplaintsfromCustomerReviews.ProceedingofInternationalConferenceonComputationalScienceandApplications,391-402.CrossrefDhafarHamedAbd,AhmedT.Sadiq,AyadR.Abbas.2020.ClassifyingPoliticalArabicArticlesUsingSupportVectorMachinewithDifferentFeatureExtraction.AppliedComputingtoSupportIndustry:InnovationandTechnology,79-94.CrossrefDhafarHamedAbd,AhmedT.Sadiq,AyadR.Abbas.2020.PoliticalArticlesCategorizationBasedonDifferentNaïveBayesModels.AppliedComputingtoSupportIndustry:InnovationandTechnology,286-301.CrossrefSaminaKausar,XuHuahu,MuhammadYasirShabir,WaqasAhmad.(2020)ASentimentPolarityCategorizationTechniqueforOnlineProductReviews.IEEEAccess8,3594-3605.Onlinepublicationdate:1-Jan-2020.CrossrefJinWang,Liang-ChihYu,K.RobertLai,XuejieZhang.(2020)Tree-StructuredRegionalCNN-LSTMModelforDimensionalSentimentAnalysis.IEEE/ACMTransactionsonAudio,Speech,andLanguageProcessing28,581-591.Onlinepublicationdate:1-Jan-2020.CrossrefZhongqingWang,QingyingSun,ShoushanLi,QiaomingZhu,GuodongZhou.(2020)NeuralStanceDetectionWithHierarchicalLinguisticRepresentations.IEEE/ACMTransactionsonAudio,Speech,andLanguageProcessing28,635-645.Onlinepublicationdate:1-Jan-2020.CrossrefAjeetRamPathak,BasantAgarwal,ManjushaPandey,SiddharthRautaray.2020.ApplicationofDeepLearningApproachesforSentimentAnalysis.DeepLearning-BasedApproachesforSentimentAnalysis,1-31.CrossrefAshishKumar,AditiSharan.2020.DeepLearning-BasedFrameworksforAspect-BasedSentimentAnalysis.DeepLearning-BasedApproachesforSentimentAnalysis,139-158.CrossrefNouraAlMoubayed,StephenMcGough,BasharAwwadShiekhHasan.(2020)Beyondthetopics:howdeeplearningcanimprovethediscriminabilityofprobabilistictopicmodelling.PeerJComputerScience6,e252.Onlinepublicationdate:27-Jan-2020.CrossrefL.Rasikannan,P.Alli,E.Ramanujam.2020.ImprovedFeatureBasedSentimentAnalysisforOnlineCustomerReviews.InnovativeDataCommunicationTechnologiesandApplication,148-155.CrossrefZinebNassr,NawalSael,FaouziaBenabbou.2020.MachineLearningforSentimentAnalysis:ASurvey.InnovationsinSmartCitiesApplicationsEdition3,63-72.CrossrefYounessKhourdifi,MohamedBahaj.2020.AnalyzingSocialMediaOpinionsUsingHybridMachineLearningModelBasedonArtificialNeuralNetworkOptimizedbyParticleSwarmOptimization.AdvancedIntelligentSystemsforSustainableDevelopment(AI2SD’2019),123-131.CrossrefShigangHu,AkshiKumar,FadiAl-Turjman,ShivamGupta,SimranSeth,Shubham.(2020)ReviewerCredibilityandSentimentAnalysisBasedUserProfileModellingforOnlineProductRecommendation.IEEEAccess8,26172-26189.Onlinepublicationdate:1-Jan-2020.CrossrefZhuojiaWu,YangLi,JianLiao,DeyuLi,XiaoliLi,SugeWang.(2020)Aspect-ContextInteractiveAttentionRepresentationforAspect-LevelSentimentClassification.IEEEAccess,1-1.Onlinepublicationdate:1-Jan-2020.CrossrefMohammadrezaShams,NavidKhoshavi,AhmadBaraani-Dastjerdi.(2020)LISA:Language-IndependentMethodforAspect-BasedSentimentAnalysis.IEEEAccess8,31034-31044.Onlinepublicationdate:1-Jan-2020.CrossrefKrishanKumar,RishabBamrara,PrakharGupta,NavjotSingh.2020.M2P2:Movie’sTrailerReviewsBasedMoviePopularityPredictionSystem.SoftComputing:TheoriesandApplications,671-681.CrossrefPujaBharti,AmitKantVerma,RaviRaj,GopalKrishna.2020.ComputationalIntelligenceforTechnologyandServicesComputingAnalysisofSentimentAnalysisTechniques.InternationalConferenceonInnovativeComputingandCommunications,623-630.CrossrefAnibalA.Herrera-Contreras,EddySánchez-Delacruz,IvanV.Meza-Ruiz.2020.TwitterOpinionAnalysisAboutTopic5GTechnology.AppliedTechnologies,191-203.CrossrefYongfengDong,YuFu,LiqinWang,YunliangChen,YaoDong,JianxinLi.(2020)ASentimentAnalysisMethodofCapsuleNetworkBasedonBiLSTM.IEEEAccess8,37014-37020.Onlinepublicationdate:1-Jan-2020.CrossrefStephenJ.Aguilar,ClareBaek,AndrewR.Dalby.(2020)Sexualharassmentinacademeisunderreported,especiallybystudentsinthelifeandphysicalsciences.PLOSONE15:3,e0230312.CrossrefNguyenThiPhuongGiang,TranThanhDien,TranThiMinhKhoa.2020.SentimentAnalysisforUniversityStudents’Feedback.AdvancesinInformationandCommunication,55-66.CrossrefBhaskarDhariyal,VadlamaniRavi.2020.Word2VecandEvolutionaryComputingDrivenHybridDeepLearning-BasedSentimentAnalysis.SoftComputingandSignalProcessing,1-16.CrossrefIndrajitDawn,GopiBondhuGanguly,KoyelChakraborty.2020.AnEfficientApproachtoAnalyseSentimentUsingDeepLearning.IntelligentTechniquesandApplicationsinScienceandTechnology,761-768.CrossrefGanpatSinghChauhan,YogeshKumarMeena.2020.DomSent:Domain-SpecificAspectTermExtractioninAspect-BasedSentimentAnalysis.SmartSystemsandIoT:InnovationsinComputing,103-109.CrossrefPoonamChoudhari,S.Veenadhari.2020.SentimentClassificationofOnlineMobileReviewsUsingCombinationofWord2vecandBag-of-Centroids.MachineLearningandInformationProcessing,69-80.CrossrefNilanjanaDas,SantwanaSagnika.2020.ASubjectivityDetection-BasedApproachtoSentimentAnalysis.MachineLearningandInformationProcessing,149-160.CrossrefAndreaKo,SairaGillani.(2020)AResearchReviewandTaxonomyDevelopmentforDecisionSupportandBusinessAnalyticsUsingSemanticTextMining.InternationalJournalofInformationTechnology&DecisionMaking19:01,97-126.Onlinepublicationdate:28-Jan-2020.CrossrefQiangLu,ZhenfangZhu,DianyuanZhang,WenqingWu,QiangqiangGuo.(2020)InteractiveRuleAttentionNetworkforAspect-LevelSentimentAnalysis.IEEEAccess8,52505-52516.Onlinepublicationdate:1-Jan-2020.CrossrefHuizhiLiang,UmaraniGaneshbabu,ThomasThorne.(2020)ADynamicBayesianNetworkApproachforAnalysingTopic-SentimentEvolution.IEEEAccess8,54164-54174.Onlinepublicationdate:1-Jan-2020.CrossrefShebaSelvam,BlessySelvam,J.Naveen.2020.Root-CauseAnalysisUsingEnsembleModelforIntelligentDecision-Making.MachineLearningforIntelligentDecisionScience,93-114.CrossrefStefanRuseti,Maria-DorinelaSirbu,MihneaAndreiCalin,MihaiDascalu,StefanTrausan-Matu,GheorgheMilitaru.2020.ComprehensiveExplorationofGameReviewsExtractionandOpinionMiningUsingNLPTechniques.FourthInternationalCongressonInformationandCommunicationTechnology,323-331.CrossrefJinhaLee,StefanieBenjamin,MichelleChilds.(2020)UnpackingtheEmotionsbehindTripAdvisorTravelReviews:TheCaseStudyofGatlinburg,Tennessee.InternationalJournalofHospitality&TourismAdministration,1.CrossrefBuiThanhHung.2020.Domain-SpecificVersusGeneral-PurposeWordRepresentationsinSentimentAnalysisforDeepLearningModels.FrontiersinIntelligentComputing:TheoryandApplications,252-264.CrossrefIshanaAttri,MaitreyeeDutta.2020.ReviewofVariousSentimentAnalysisApproaches.ProceedingsofInternationalConferenceonIoTInclusiveLife(ICIIL2019),NITTTRChandigarh,India,223-234.CrossrefYangchengLiu,FawazE.Alsaadi.2020.ANovelWaytoBuildStockMarketSentimentLexicon.DataScience,350-361.CrossrefSanurSharma,AnuragJain.2020.AnEmpiricalEvaluationofCorrelationBasedFeatureSelectionforTweetSentimentClassification.AdvancesinCybernetics,Cognition,andMachineLearningforCommunicationTechnologies,199-208.CrossrefApostolosKritikos,TheodorosVenetis,IoannisStamelos.2020.AnEmpiricalInvestigationofSentimentAnalysisoftheBugTrackingProcessinLibreOfficeOpenSourceSoftware.OpenSourceSystems,36-46.CrossrefAnaCristinaMunaro,RenatoHübnerBarcelos,ElianeCristineFranciscoMaffezzolli,JoãoPedroSantosRodrigues,EmersonCabreraParaiso.2020.TheDriversofVideoPopularityonYouTube:AnEmpiricalInvestigation.AdvancesinDigitalMarketingandeCommerce,70-79.CrossrefYuanLin,JiapingLi,LiangYang,KanXu,HongfeiLin.(2020)SentimentAnalysisWithComparisonEnhancedDeepNeuralNetwork.IEEEAccess8,78378-78384.Onlinepublicationdate:1-Jan-2020.CrossrefNingJin,JiaxianWu,XiangMa,KeYan,YuchangMo.(2020)Multi-TaskLearningModelBasedonMulti-ScaleCNNandLSTMforSentimentClassification.IEEEAccess8,77060-77072.Onlinepublicationdate:1-Jan-2020.CrossrefTaoJiang,JiahaiWang,ZhiyueLiu,YingbiaoLing.2020.Fusion-ExtractionNetworkforMultimodalSentimentAnalysis.AdvancesinKnowledgeDiscoveryandDataMining,785-797.CrossrefShuaiWang,MianweiZhou,SahisnuMazumder,BingLiu,YiChang.2020.DisentanglingAspectandOpinionWordsinSentimentAnalysisUsingLifelongPULearning.NewFrontiersinMiningComplexPatterns,100-115.CrossrefParthaMukherjee,BernardJ.Jansen.(2020)InfluenceofSocialMediaAttitudeinCrossScreenConversation.ProcediaComputerScience168,129-138.Onlinepublicationdate:1-Jan-2020.CrossrefR.KiranKumar,P.BharathiDevi.2020.EmotionalIntelligenceofPeopleTowardsPoliticalPartiesinAndhraPradeshBasedonTwitterData.ICDSMLA2019,626-636.CrossrefShainaGupta,RavinderSingh,VarunSingla.2020.EmoticonandTextSarcasmDetectioninSentimentAnalysis.FirstInternationalConferenceonSustainableTechnologiesforComputationalIntelligence,1-10.CrossrefDiptiSharma,MunishSabharwal,VinayGoyal,MohitVij.2020.SentimentAnalysisTechniquesforSocialMediaData:AReview.FirstInternationalConferenceonSustainableTechnologiesforComputationalIntelligence,75-90.CrossrefSurbhiBhatia,PoonamChaudhary,NilanjanDey.2020.OpinionRetrieval.OpinionMininginInformationRetrieval,35-54.CrossrefSurbhiBhatia,PoonamChaudhary,NilanjanDey.2020.IntroductiontoOpinionMining.OpinionMininginInformationRetrieval,1-22.CrossrefTeresaZawadzka,WojciechWaloszek.2020.ChoosingExplorationProcessPathinDataMiningProcessesforComplexInternetObjects.TheoryandApplicationsofDependableComputerSystems,700-710.CrossrefGeorgiosAlexandridis,KonstantinosMichalakis,JohnAliprantis,PavlosPolydoras,PanagiotisTsantilas,GeorgeCaridakis.2020.ADeepLearningApproachtoAspect-BasedSentimentPrediction.ArtificialIntelligenceApplicationsandInnovations,397-408.CrossrefJaehunPark.(2020)FrameworkforSentiment-DrivenEvaluationofCustomerSatisfactionWithCosmeticsBrands.IEEEAccess8,98526-98538.Onlinepublicationdate:1-Jan-2020.CrossrefHanqianWu,MumuLiu,ShangbinZhang,ZhikeWang,SiliangCheng.(2020)BigDataManagementandAnalyticsinScientificProgramming:ADeepLearning-BasedMethodforAspectCategoryClassificationofQuestion-Answering-StyleReviews.ScientificProgramming2020,1.CrossrefXuelianLi,BiWang,LixinLi,ZhiqiangGao,QianLiu,HanchengXu,LantingFang.(2020)Deep2s:ImprovingAspectExtractioninOpinionMiningWithDeepSemanticRepresentation.IEEEAccess8,104026-104038.Onlinepublicationdate:1-Jan-2020.CrossrefManjuVenugopalan,DeepaGupta.(2020)AnUnsupervisedHierarchicalRuleBasedModelforAspectTermExtractionAugmentedwithPruningStrategies.ProcediaComputerScience171,22-31.Onlinepublicationdate:1-Jan-2020.CrossrefOladapoOyebode,FelwahAlqahtani,RitaOrji.(2020)UsingMachineLearningandThematicAnalysisMethodstoEvaluateMentalHealthAppsBasedonUserReviews.IEEEAccess8,111141-111158.Onlinepublicationdate:1-Jan-2020.CrossrefSergeySmetanin.(2020)TheApplicationsofSentimentAnalysisforRussianLanguageTexts:CurrentChallengesandFuturePerspectives.IEEEAccess8,110693-110719.Onlinepublicationdate:1-Jan-2020.CrossrefJaafarZ.Maitama,NorismaIdris,AbubakarZakari.(2020)ASystematicMappingStudyoftheEmpiricalExplicitAspectExtractionsinSentimentAnalysis.IEEEAccess,1-1.Onlinepublicationdate:1-Jan-2020.CrossrefSwatiSanagar,DeepaGupta.(2020)UnsupervisedGenre-BasedMultidomainSentimentLexiconLearningUsingCorpus-GeneratedPolaritySeedWords.IEEEAccess8,118050-118071.Onlinepublicationdate:1-Jan-2020.CrossrefChristinaAlexandris,DimitriosMourouzidis,VasiliosFloros.2020.GeneratingGraphicRepresentationsofSpokenInteractionsRevisited:TheTensionFactorandInformationNotUtteredinJournalisticData.Human-ComputerInteraction.DesignandUserExperience,523-537.CrossrefHongbinWang,MinghuiHou,FanLi,YafeiZhang.(2020)ChineseImplicitSentimentAnalysisBasedonHierarchicalKnowledgeEnhancementandMulti-Pooling.IEEEAccess8,126051-126065.Onlinepublicationdate:1-Jan-2020.CrossrefWimWestera,RuiPrada,SamuelMascarenhas,PedroA.Santos,JoãoDias,ManuelGuimarães,KonstantinosGeorgiadis,EnkhboldNyamsuren,KiavashBahreini,ZerrinYumak,ChrisChristyowidiasmoro,MihaiDascalu,GabrielGutu-Robu,StefanRuseti.(2020)Artificialintelligencemovingseriousgaming:PresentingreusablegameAIcomponents.EducationandInformationTechnologies25:1,351-380.Onlinepublicationdate:30-Jul-2019.CrossrefJieZhou,SiqiJin,XinliHuang.(2020)ADeCNN:AnImprovedModelforAspect-LevelSentimentAnalysisBasedonDeformableCNNandAttention.IEEEAccess8,132970-132979.Onlinepublicationdate:1-Jan-2020.CrossrefSadamAl-Azani,El-SayedM.El-Alfy.(2020)Enhancedvideoanalyticsforsentimentanalysisbasedonfusingtextual,auditoryandvisualinformation.IEEEAccess,1-1.Onlinepublicationdate:1-Jan-2020.CrossrefCurtisLeePetersen,RyanHalter,DavidKotz,LorieLoeb,SummerCook,DawnaPidgeon,BrockCChristensen,JohnABatsis.(2020)UsingNaturalLanguageProcessingandSentimentAnalysistoAugmentTraditionalUser-CenteredDesign:DevelopmentandUsabilityStudy.JMIRmHealthanduHealth8:8,e16862.Onlinepublicationdate:7-Aug-2020.CrossrefKuanhongXu,HuiZhao,TianwenLiu.(2020)Aspect-SpecificHeterogeneousGraphConvolutionalNetworkforAspect-BasedSentimentClassification.IEEEAccess8,139346-139355.Onlinepublicationdate:1-Jan-2020.CrossrefSanghyunSeo,SanghyuckNa,JuntaeKim.(2020)HMTL:HeterogeneousModalityTransferLearningforAudio-VisualSentimentAnalysis.IEEEAccess8,140426-140437.Onlinepublicationdate:1-Jan-2020.CrossrefKashifAyyub,SaqibIqbal,EhsanUllahMunir,MuhammadWasifNisar,MomnaAbbasi.(2020)ExploringDiverseFeaturesforSentimentQuantificationUsingMachineLearningAlgorithms.IEEEAccess8,142819-142831.Onlinepublicationdate:1-Jan-2020.CrossrefBingkunWang,WeinaHe,ZhenYang,ShufengXiong.(2020)AnUnsupervisedSentimentClassificationMethodBasedonMulti-LevelFuzzyComputingandMulti-CriteriaFusion.IEEEAccess8,145422-145434.Onlinepublicationdate:1-Jan-2020.CrossrefYaoXiao,GuangyouZhou.(2020)SyntacticEdge-EnhancedGraphConvolutionalNetworksforAspect-LevelSentimentClassificationWithInteractiveAttention.IEEEAccess8,157068-157080.Onlinepublicationdate:1-Jan-2020.CrossrefByungunYoon,YujinJeong,SunhyeKim.(2020)DetectingaRiskSignalinStockInvestmentThroughOpinionMiningandGraph-BasedSemi-SupervisedLearning.IEEEAccess8,161943-161957.Onlinepublicationdate:1-Jan-2020.CrossrefJieZhou,JimmyXiangjiHuang,QinminVivianHu,LiangHe.2020.ModelingMulti-aspectRelationshipwithJointLearningforAspect-LevelSentimentClassification.DatabaseSystemsforAdvancedApplications,786-802.CrossrefJialinWu,YiCai,QingbaoHuang,JingyunXu,RaymondChi-WingWong,JianChen.2020.Two-LevelConvolutionalNeuralNetworkforAspectExtraction.DatabaseSystemsforAdvancedApplications.DASFAA2020InternationalWorkshops,93-105.CrossrefChristophFink,AnnaHausmann,EnricoDiMinin.(2020)Onlinesentimenttowardsiconicspecies.BiologicalConservation241,108289.Onlinepublicationdate:1-Jan-2020.CrossrefDimitrisKoryzis,FotiosFitsilis,DimitrisSpiliotopoulos,TheocharisTheocharopoulos,DionisisMargaris,CostasVassilakis.2020.PolicyMakingAnalysisandPractitionerUserExperience.HCIInternational2020-LateBreakingPapers:UserExperienceDesignandCaseStudies,415-431.CrossrefZhenWu,ChengcanYing,XinyuDai,ShujianHuang,JiajunChen.2020.Transformer-BasedMulti-aspectModelingforMulti-aspectMulti-sentimentAnalysis.NaturalLanguageProcessingandChineseComputing,546-557.CrossrefMin-JeongKim,Ji-SooKang,KyungyongChung.(2020)Word-Embedding-BasedTrafficDocumentClassificationModelforDetectingEmergingRisksUsingSentimentSimilarityWeight.IEEEAccess8,183983-183994.Onlinepublicationdate:1-Jan-2020.CrossrefClementBellet,PaulFrijters.2020.BigDataandWellbeing:AnEconomicPerspective.EthicsofDigitalWell-Being,175-206.CrossrefShaozhongZhang,DingkaiZhang,HaidongZhong,GuorongWang.(2020)AMulticlassificationModelofSentimentforE-CommerceReviews.IEEEAccess8,189513-189526.Onlinepublicationdate:1-Jan-2020.CrossrefNingLi,Chi-YinChow,Jia-DongZhang.(2020)SEML:ASemi-SupervisedMulti-TaskLearningFrameworkforAspect-BasedSentimentAnalysis.IEEEAccess8,189287-189297.Onlinepublicationdate:1-Jan-2020.CrossrefAleksandraRevina,KrisztianBuza,VeraG.Meister.(2020)ITticketclassification:thesimpler,thebetter.IEEEAccess,1-1.Onlinepublicationdate:1-Jan-2020.CrossrefJaafarZubairuMaitama,NorismaIdris,AsadAbdi,LiyanaShuib,RosmadiFauzi.(2020)ASystematicReviewonImplicitandExplicitAspectExtractioninSentimentAnalysis.IEEEAccess8,194166-194191.Onlinepublicationdate:1-Jan-2020.CrossrefPaweenaManotipya,KambizGhazinour.(2020)Children’sOnlinePrivacyfromParents’Perspective.ProcediaComputerScience177,178-185.Onlinepublicationdate:1-Jan-2020.CrossrefYuncongLi,CunxiangYin,Sheng-huaZhong,HuiqiangZhong,JinchangLuo,SiqiXu,XiaohuiWu.2020.BetterQueriesforAspect-CategorySentimentClassification.ChineseComputationalLinguistics,347-358.CrossrefMaríadelPilarSalas-Zárate,GinerAlor-Hernández,JorgeLuisGarcía-Alcaraz,LuisOmarColombo-Mendoza,MarioAndrésParedes-Valverde,JoséLuisSánchez-Cervantes.2020.ASentimentAnalysisMethodforAnalyzingUsersOpinionsAboutDrugsforChronicDiseases.DataAnalysisandOptimizationforEngineeringandComputingProblems,217-228.Crossref宁健李.(2020)Aspect-BasedSentimentAnalysisBasedonMulti-LayerFeaturesofBert.ComputerScienceandApplication10:12,2147-2158.Onlinepublicationdate:1-Jan-2020.CrossrefDannyValdez,MarijntenThij,KrishnaBathina,LaurenARutter,JohanBollen.(2020)SocialMediaInsightsIntoUSMentalHealthDuringtheCOVID-19Pandemic:LongitudinalAnalysisofTwitterData.JournalofMedicalInternetResearch22:12,e21418.Onlinepublicationdate:14-Dec-2020.CrossrefGiridharB.Kamath,ShirshenduGanguli,SimonGeorge,Vibha.2020.Fans’AttachmenttoPlayersintheIndianPremierLeague:InsightsfromTwitterAnalytics.Re-imaginingDiffusionandAdoptionofInformationTechnologyandSystems:AContinuingConversation,451-462.CrossrefValentinaDragos,DelphineBattistelli,EmmanuelleKellodjoue.(2020)Aformalrepresentationofappraisalcategoriesforsocialdataanalysis.ProcediaComputerScience176,928-937.Onlinepublicationdate:1-Jan-2020.CrossrefOlivierHabimana,YuhuaLi,RuixuanLi,XiwuGu,GeYu.(2020)Sentimentanalysisusingdeeplearningapproaches:anoverview.ScienceChinaInformationSciences63:1.Onlinepublicationdate:26-Dec-2019.CrossrefAnushrutiVagrani,SarojBijarnia,P.VigneswaraIlavarasan,SilviaMasiero.2020.AppraisingWhatsAppintheIndianContext:UnderstandingtheRuralSentiment.InformationandCommunicationTechnologiesforDevelopment,142-156.CrossrefArepalliPedaGopi,R.NagaSravanaJyothi,V.LakshmanNarayana,K.SatyaSandeep.(2020)ClassificationoftweetsdatabasedonpolarityusingimprovedRBFkernelofSVM.InternationalJournalofInformationTechnology38.Onlinepublicationdate:1-Jan-2020.CrossrefFraukeZeller.2020.SozialeMedieninderempirischenForschung.HandbuchSozialeMedien,1-21.CrossrefЕ.В.Котельников,E.V.Kotelnikov,Е.В.Разова,E.V.Razova,А.В.Котельникова,A.V.Kotelnikova,С.В.Вычегжанин,S.V.Vychegzhanin.(2020)Современныесловариоценочнойлексикидляанализамненийнарусскомианглийскомязыках(аналитическийобзор).Научно-техническаяинформация.Серия2:Информационныепроцессыисистемы:12,16-33.Onlinepublicationdate:1-Jan-2020.CrossrefSudarshanS.Sonawane,SatishR.Kolhe.(2020)TCSD:TermCo-occurrenceBasedSarcasmDetectionfromTwitterTrends.ProcediaComputerScience167,830-839.Onlinepublicationdate:1-Jan-2020.CrossrefJunpengGuo,XiaopanWang,YiWu.(2020)Positiveemotionbias:Roleofemotionalcontentfromonlinecustomerreviewsinpurchasedecisions.JournalofRetailingandConsumerServices52,101891.Onlinepublicationdate:1-Jan-2020.CrossrefSheikhShahMohammadMotiurRahman,KhalidBeenMd.BadruzzamanBiplob,Md.HabiburRahman,KaushikSarker,TakiaIslam.2020.AnInvestigationandEvaluationofN-Gram,TF-IDFandEnsembleMethodsinSentimentClassification.CyberSecurityandComputerScience,391-402.CrossrefLenaZhetkenbay,GulmiraBekmanova,BanuYergesh,AltynbekSharipbay.2020.MethodofSentimentPreservationintheKazakh-TurkishMachineTranslation.ComputationalScienceandItsApplications–ICCSA2020,538-549.CrossrefChristinaSanchitaShah,M.P.Sebastian.2020.SentimentAnalysisandTopicModellingofIndianGovernment’sTwitterHandle#IndiaFightsCorona.Re-imaginingDiffusionandAdoptionofInformationTechnologyandSystems:AContinuingConversation,339-351.CrossrefKa-HouChan,Sio-KeiIm,WeiKe.2020.Variable-DepthConvolutionalNeuralNetworkforTextClassification.NeuralInformationProcessing,685-692.CrossrefDomenicaFioredistellaIezzi,LiviaCelardo.2020.TextAnalytics:Present,PastandFuture.TextAnalytics,3-15.CrossrefFoteiniDolianiti,DimitriosIakovakis,SofiaB.Dias,SofiaHadjileontiadou,JoséA.Diniz,GeorgiaNatsiou,MelpomeniTsitouridou,LeontiosHadjileontiadis.2020.Cross-CourseandMulti-courseSentimentClassificationofStudentPosts.BrainFunctionAssessmentinLearning,55-65.CrossrefPingpingLin,XudongLuo.2020.ASurveyofSentimentAnalysisBasedonMachineLearning.NaturalLanguageProcessingandChineseComputing,372-387.CrossrefÓscarApolinario-Arzube,JoséAntonioGarcía-Díaz,HarryLuna-Aveiga,JoséMedina-Moreira,RafaelValencia-García.2020.KnowledgeExtractionfromTwitterTowardsInfectiousDiseasesinSpanish.TechnologiesandInnovation,43-57.CrossrefAngeloSpognardi,MarinellaPetrocchi.2020.OntheRobustnessofRatingAggregatorsAgainstInjectionAttacks.DisinformationinOpenOnlineMedia,205-217.CrossrefKatarzynaBiesialska,MagdalenaBiesialska,HenrykRybinski.2020.SentimentAnalysiswithContextualEmbeddingsandSelf-attention.FoundationsofIntelligentSystems,32-41.CrossrefChenhuiLiu,ZhiyueLiu,JiahaiWang,YalanZhou.2020.Template-EnhancedAspectTermExtractionwithBi-ContextualConvolutionalNeuralNetworks.NeuralComputingforAdvancedApplications,475-487.CrossrefArvindSrinivasan,Chien-ChungChan.2020.KnowledgeEngineeringfromEmailArchives.EncyclopediaofComplexityandSystemsScience,1-17.CrossrefZhongmeiHan,JiyiWu,ChangqinHuang,QionghaoHuang,MeihuaZhao.(2020)Areviewonsentimentdiscoveryandanalysisofeducationalbig‐data.WIREsDataMiningandKnowledgeDiscovery10:1.Onlinepublicationdate:11-Jul-2019.CrossrefIbrahimAkınÖzen,IbrahimIlhan.2020.OpinionMininginTourism.HandbookofResearchonSmartTechnologyApplicationsintheTourismIndustry,43-64.CrossrefIbrahimAkınÖzen.2020.InternetofThingsinTourism.HandbookofResearchonSmartTechnologyApplicationsintheTourismIndustry,131-154.CrossrefAbinashTripathy,SantanuKumarRath.2020.ClassificationofSentimentofReviewsusingSupervisedMachineLearningTechniques.CognitiveAnalytics,143-163.CrossrefSrinidhiHiriyannaiah,G.M.Siddesh,K.G.Srinivasa.2020.Real-TimeStreamingDataAnalysisUsingaThree-WayClassificationMethodforSentimentalAnalysis.CognitiveAnalytics,1377-1390.CrossrefDanielPalomino,JoséOchoa-Luna.2020.SpanishSentimentAnalysisUsingUniversalLanguageModelFine-Tuning:ADetailedCaseofStudy.InformationManagementandBigData,207-217.CrossrefRehanIftikhar,MohammadSaudKhan.(2020)SocialMediaBigDataAnalyticsfor

DemandForecasting.JournalofGlobalInformationManagement28:1,103-120.Onlinepublicationdate:1-Jan-2020.CrossrefYongpingXing,ChuangbaiXiao,YifeiWu,ZimingDing.(2019)AConvolutionalNeuralNetworkforAspect-LevelSentimentClassification.InternationalJournalofPatternRecognitionandArtificialIntelligence33:14,1959046.Onlinepublicationdate:15-May-2019.CrossrefFloraPoecze,ClausEbster,ChristineStrauss.(2019)Let’splayonFacebook:usingsentimentanalysisandsocialmediametricstomeasurethesuccessofYouTubegamers’posttypes.PersonalandUbiquitousComputing33.Onlinepublicationdate:30-Dec-2019.CrossrefOguzUlgen,ArifSelcukOgrenci.(2019)StructuredLearningBasedTurkishSentimentAnalysis.JournalofIntelligentSystemswithApplications,90-93.Onlinepublicationdate:27-Dec-2019.CrossrefHuyenTrangPhan,NgocThanhNguyen,VanCuongTran,DosamHwang,NgocThanhNguyen,EdwardSzczerbicki,BogdanTrawiński,VanDuNguyen.(2019)Asentimentanalysismethodofobjectsbyintegratingsentimentsfromtweets.JournalofIntelligent&FuzzySystems37:6,7251-7263.Onlinepublicationdate:23-Dec-2019.CrossrefFutaoZhao,ZhongYao,JingLuan,HaoLiu.(2019)InducingstockmarketlexiconsfromdisparateChinesetexts.IndustrialManagement&DataSystems120:3,508-525.Onlinepublicationdate:23-Dec-2019.CrossrefHuHan,GuoliLiu,JianwuDang.(2019)AnInteractiveModelofTargetandContextforAspect-LevelSentimentClassification.ComputationalIntelligenceandNeuroscience2019,1-8.Onlinepublicationdate:19-Dec-2019.CrossrefAymanS.Ghabayen,BasemH.Ahmed.(2019)PolarityAnalysisofCustomerReviewsBasedonPart-of-SpeechSubcategory.JournalofIntelligentSystems29:1,1535-1544.Onlinepublicationdate:18-Dec-2019.CrossrefHuyTienNguyen,MinhLeNguyen.(2019)Anensemblemethodwithsentimentfeaturesandclusteringsupport.Neurocomputing370,155-165.Onlinepublicationdate:1-Dec-2019.CrossrefXiaoLiu,DokyunLee,KannanSrinivasan.(2019)Large-ScaleCross-CategoryAnalysisofConsumerReviewContentonSalesConversionLeveragingDeepLearning.JournalofMarketingResearch56:6,918-943.Onlinepublicationdate:30-Aug-2019.CrossrefCarlosA.Iglesias,AntonioMoreno.(2019)SentimentAnalysisforSocialMedia.AppliedSciences9:23,5037.Onlinepublicationdate:22-Nov-2019.CrossrefRobertoYuridaSilvaFranco,RodrigoSantosdoAmorDivinoLima,RafaeldoMontePaixão,CarlosGustavoResquedosSantos,BianchiSeriqueMeiguins.(2019)UXmood—ASentimentAnalysisandInformationVisualizationTooltoSupporttheEvaluationofUsabilityandUserExperience.Information10:12,366.Onlinepublicationdate:25-Nov-2019.CrossrefARAtmadja,WUriawan,FPritisen,DSMaylawati,AArbain.(2019)ComparisonofNaiveBayesandK-nearestneighboursforonlinetransportationusingsentimentanalysisinsocialmedia.JournalofPhysics:ConferenceSeries1402,077029.Onlinepublicationdate:14-Dec-2019.CrossrefJawadKhan,Young-KooLee.(2019)LeSSA:AUnifiedFrameworkbasedonLexiconsandSemi-SupervisedLearningApproachesforTextualSentimentClassification.AppliedSciences9:24,5562.Onlinepublicationdate:17-Dec-2019.CrossrefPriyaChakriswaran,DuraiRajVincent,KathiravanSrinivasan,VishalSharma,Chuan-YuChang,DanielGutiérrezReina.(2019)EmotionAI-DrivenSentimentAnalysis:ASurvey,FutureResearchDirections,andOpenIssues.AppliedSciences9:24,5462.Onlinepublicationdate:12-Dec-2019.CrossrefAndrewB.Speer,MichaelG.Schwendeman,CaitlynnC.Reich,AndrewP.Tenbrink,SydneyR.Siver.(2019)InvestigatingtheConstructValidityofPerformanceComments:CreationoftheGreatEightNarrativeDictionary.JournalofBusinessandPsychology34:6,747-767.Onlinepublicationdate:8-Nov-2018.CrossrefKivancBayraktar,UrazYavanoglu,AlperOzbilen.(2019)ARule-BasedHolisticApproachforTurkishAspect-BasedSentimentAnalysis.2019IEEEInternationalConferenceonBigData(BigData),2154-2158.CrossrefMartinsonOfori,OmarEl-Gayar.(2019)TheStateandFutureofSmartAgriculture:Insightsfromminingsocialmedia.2019IEEEInternationalConferenceonBigData(BigData),5152-5161.CrossrefTuNguyenThiNgoc,HaNguyenThiThu,VietAnhNguyen.(2019)Miningaspectsofcustomer’sreviewonthesocialnetwork.JournalofBigData6:1.Onlinepublicationdate:28-Feb-2019.CrossrefAndriFachrurRozie,AndriaArisal,DeviMunandar.(2019)TransferringMulti-ChannelConvolutionalNeuralNetworkModelforCross-DomainSentimentAnalysis.2019InternationalSeminaronResearchofInformationTechnologyandIntelligentSystems(ISRITI),38-43.CrossrefTareqAl-Moslmi,MohammedAlbared,AdelAl-Shabi,SalwaniAbdullah,Nazliaomar.(2019)BidirectionalFeatureTransferforCross-DomainSentimentAnalysis.2019FirstInternationalConferenceofIntelligentComputingandEngineering(ICOICE),1-8.CrossrefRajibChandraDey,OrvilaSarker.(2019)SentimentAnalysisonBengaliTextusingLexiconBasedApproach.201922ndInternationalConferenceonComputerandInformationTechnology(ICCIT),1-5.CrossrefAbdessamadBenlahbib,AchrafBoumhidi,ElHabibNfaoui.(2019)ALogisticRegressionApproachforGeneratingMoviesReputationBasedonMiningUserReviews.2019InternationalConferenceonIntelligentSystemsandAdvancedComputingSciences(ISACS),1-7.CrossrefPinarKaragoz,BatuhanKama,MuratOzturk,I.HakkiToroslu,DenizCanturk.(2019)Aframeworkforaspectbasedsentimentanalysisonturkishinformaltexts.JournalofIntelligentInformationSystems53:3,431-451.Onlinepublicationdate:20-Jun-2019.CrossrefR.D.Swetnam,J.Korenko.(2019)Cancomputergamelandscapestargetnewaudiencesforlandscapequalityassessment?.AppliedGeography113,102102.Onlinepublicationdate:1-Dec-2019.CrossrefSajeethaThavareesan,SinnathambyMahesan.(2019)SentimentAnalysisinTamilTexts:AStudyonMachineLearningTechniquesandFeatureRepresentation.201914thConferenceonIndustrialandInformationSystems(ICIIS),320-325.CrossrefRaziehBaradaran,,EffatGolpar-Raboki,.(2019)FeatureExtractionandEfficiencyComparisonUsingDimensionReductionMethodsinSentimentAnalysisContext.SignalandDataProcessing16:3,88-79.Onlinepublicationdate:1-Dec-2019.CrossrefImaneGuellil,FaicalAzouaou,MarceloMendoza.(2019)Arabicsentimentanalysis:studies,resources,andtools.SocialNetworkAnalysisandMining9:1.Onlinepublicationdate:27-Sep-2019.CrossrefMartinSchweinberger.(2019)ASociolinguisticAnalysisofEmotives.CorpusPragmatics3:4,327-361.Onlinepublicationdate:4-Oct-2019.CrossrefShiwangiSingh,AkshayChauhan,SanjayDhir.(2019)AnalyzingthestartupecosystemofIndia:aTwitteranalyticsperspective.JournalofAdvancesinManagementResearch17:2,262-281.Onlinepublicationdate:18-Nov-2019.CrossrefDarenFisher,LauraDugan.(2019)TheImportanceofGovernments’ResponsetoNaturalDisasterstoReduceTerroristRisk.JusticeQuarterly18,1-32.Onlinepublicationdate:15-Nov-2019.CrossrefShaunaKearney,IanBrittain,EvaKipnis.(2019)“Superdisabilities”vs“disabilities”?Theorizingtheroleofableismin(mis)representationalmythologyofdisabilityinthemarketplace.ConsumptionMarkets&Culture22:5-6,545-567.Onlinepublicationdate:11-Jan-2019.CrossrefYingWang,HengLi,ZezhouWu.(2019)AttitudeoftheChinesepublictowardoff-siteconstruction:Atextminingstudy.JournalofCleanerProduction238,117926.Onlinepublicationdate:1-Nov-2019.CrossrefFangChen,YongfengHuang.(2019)Knowledge-enhancedneuralnetworksforsentimentanalysisofChinesereviews.Neurocomputing368,51-58.Onlinepublicationdate:1-Nov-2019.CrossrefSamuelCunningham-Nelson,MahsaBaktashmotlagh,WageehBoles.(2019)VisualizingStudentOpinionThroughTextAnalysis.IEEETransactionsonEducation62:4,305-311.Onlinepublicationdate:1-Nov-2019.CrossrefRanaAlnashwan,HumphreySorensen,AdrianO’Riordan,CathalHoare.(2019)Accurateclassificationofsociallygeneratedmedicaldiscourse.InternationalJournalofDataScienceandAnalytics8:4,353-365.Onlinepublicationdate:10-May-2018.CrossrefAinhoaSerna,TomasRuiz,JonGerrikagoitia,RosaArroyo.(2019)IdentificationofEnablersandBarriersforPublicBikeShareSystemAdoptionusingSocialMediaandStatisticalModels.Sustainability11:22,6259.Onlinepublicationdate:7-Nov-2019.CrossrefKarimanElshakankery,MonaF.Ahmed.(2019)HILATSA:AhybridIncrementallearningapproachforArabictweetssentimentanalysis.EgyptianInformaticsJournal20:3,163-171.Onlinepublicationdate:1-Nov-2019.CrossrefVladimirKrylov,SergeiKrylov,GrigoryZhigalov.(2019)Semioticanalysisofnarrativelegaltextsusingasymmetricdocumentdivergency.JournalofPhysics:ConferenceSeries1405,012011.Onlinepublicationdate:4-Dec-2019.CrossrefOmarAlqaryouti,NurSiyam,AzzaAbdelMonem,KhaledShaalan.(2019)Aspect-basedsentimentanalysisusingsmartgovernmentreviewdata.AppliedComputingandInformatics.Onlinepublicationdate:1-Nov-2019.CrossrefVincentX.Gong,WinnieDaamen,AlessandroBozzon,SergeP.Hoogendoorn.(2019)EstimateSentimentofCrowdsfromSocialMediaduringCityEvents.TransportationResearchRecord:JournaloftheTransportationResearchBoard2673:11,836-850.Onlinepublicationdate:21-Jun-2019.CrossrefYuanyuanPan,JunGan,XiangyingRan,ChongjunWang.(2019)Multi-granularityPosition-AwareConvolutionalMemoryNetworkforAspect-BasedSentimentAnalysis.2019IEEE31stInternationalConferenceonToolswithArtificialIntelligence(ICTAI),728-735.CrossrefJunjieChen,HongxuHou,YatuJi,JingGao,TiangangBai.(2019)Graph-BasedAttentionNetworksforAspectLevelSentimentAnalysis.2019IEEE31stInternationalConferenceonToolswithArtificialIntelligence(ICTAI),1188-1194.CrossrefImaneGuellil,FaicalAzouaou,AlessandroValitutti.(2019)EnglishvsArabicSentimentAnalysis:ASurveyPresenting100WorkStudies,ResourcesandTools.2019IEEE/ACS16thInternationalConferenceonComputerSystemsandApplications(AICCSA),1-8.CrossrefShailendraKumarSingh,ManojKumarSachan.(2019)SentiVerbsystem:classificationofsocialmediatextusingsentimentanalysis.MultimediaToolsandApplications78:22,32109-32136.Onlinepublicationdate:30-Jul-2019.CrossrefShimaZobeidi,MarjanNaderan,SeyyedEnayatallahAlavi.(2019)OpinionmininginPersianlanguageusingahybridfeatureextractionapproachbasedonconvolutionalneuralnetwork.MultimediaToolsandApplications78:22,32357-32378.Onlinepublicationdate:2-Aug-2019.CrossrefAndryAlamsyah,EarlyanAbdielBernatapi.(2019)EvolvingCustomerExperienceManagementinInternetServiceProviderCompanyusingTextAnalytics.2019InternationalConferenceonICTforSmartSociety(ICISS),1-6.CrossrefYung-ChunChang,Wen-ChaoYeh,Yan-ChunHsing,Chen-AnnWang,PawełPławiak.(2019)Refineddistributedemotionvectorrepresentationforsocialmediasentimentanalysis.PLOSONE14:10,e0223317.Onlinepublicationdate:24-Oct-2019.CrossrefXiaopanWang,JunpengGuo,YiWu,NaLiu.(2019)Emotionassignalofproductquality.InternetResearch30:2,463-485.Onlinepublicationdate:22-Oct-2019.Crossref2019.References.AutomaticDetectionofIrony,169-188.CrossrefDanishH.Saifee,IndranilR.Bardhan,AtanuLahiri,Zhiqiang(Eric)Zheng.(2019)AdherencetoClinicalGuidelines,ElectronicHealthRecordUse,andOnlineReviews.JournalofManagementInformationSystems36:4,1071-1104.Onlinepublicationdate:9-Oct-2019.CrossrefPariMolaei,WilliamC.Hunter.(2019)Aqualitativeexplorationofincheoninternationalairport(ICN)servicequalityfromthepassengers’perspectiveinaweb-basedenvironment.InternationalJournalofTourismSciences19:4,287-306.Onlinepublicationdate:1-Jan-2020.CrossrefKitsuchartPasupa,ThititornSeneewongNaAyutthaya.(2019)Thaisentimentanalysiswithdeeplearningtechniques:Acomparativestudybasedonwordembedding,POS-tag,andsenticfeatures.SustainableCitiesandSociety50,101615.Onlinepublicationdate:1-Oct-2019.CrossrefAbdallahYousif,ZhendongNiu,JohnK.Tarus,ArshadAhmad.(2019)Asurveyonsentimentanalysisofscientificcitations.ArtificialIntelligenceReview52:3,1805-1838.Onlinepublicationdate:5-Dec-2017.CrossrefFatemehHemmatian,MohammadKarimSohrabi.(2019)Asurveyonclassificationtechniquesforopinionminingandsentimentanalysis.ArtificialIntelligenceReview52:3,1495-1545.Onlinepublicationdate:18-Dec-2017.CrossrefToqirARana,Yu-NCheah.(2019)Sequentialpatternsrule-basedapproachforopiniontargetextractionfromcustomerreviews.JournalofInformationScience45:5,643-655.Onlinepublicationdate:23-Oct-2018.CrossrefPingHuang,XijiongXie,ShiliangSun.(2019)Multi-viewOpinionMiningwithDeepLearning.NeuralProcessingLetters50:2,1451-1463.Onlinepublicationdate:12-Oct-2018.CrossrefXinLi,YanghuiRao,HaoranXie,XueboLiu,Tak-LamWong,FuLeeWang.(2019)SocialEmotionClassificationBasedonNoise-AwareTraining.InternetofThings,100121.Onlinepublicationdate:1-Oct-2019.CrossrefRKusumawati,AD’arofah,PAPramana.(2019)ComparisonPerformanceofNaiveBayesClassifierandSupportVectorMachineAlgorithmforTwitter’sClassificationofTokopediaServices.JournalofPhysics:ConferenceSeries1320,012016.Onlinepublicationdate:29-Nov-2019.CrossrefAsadAbdi,SitiMariyamShamsuddin,ShafaatunnurHasan,JalilPiran.(2019)Automaticsentiment-orientedsummarizationofmulti-documentsusingsoftcomputing.SoftComputing23:20,10551-10568.Onlinepublicationdate:17-Dec-2018.CrossrefOladapoOyebode,RitaOrji.(2019)SocialMediaandSentimentAnalysis:TheNigeriaPresidentialElection2019.2019IEEE10thAnnualInformationTechnology,ElectronicsandMobileCommunicationConference(IEMCON),0140-0146.CrossrefRezaAkhoundzade,KouroshHashemiDevin.(2019)PersianSentimentLexiconExpansionUsingUnsupervisedLearningMethods.20199thInternationalConferenceonComputerandKnowledgeEngineering(ICCKE),461-465.CrossrefDinarAjengKristiyanti,Normah,AkhmadHairulUmam.(2019)PredictionofIndonesiaPresidentialElectionResultsforthe2019-2024PeriodUsingTwitterSentimentAnalysis.20195thInternationalConferenceonNewMediaStudies(CONMEDIA),36-42.CrossrefFariskaZakhralativaRuskanda,DwiHendratmoWidyantoro,AyuPurwarianti.(2019)SequentialCoveringRuleLearningforLanguageRule-basedAspectExtraction.2019InternationalConferenceonAdvancedComputerScienceandinformationSystems(ICACSIS),229-234.CrossrefMuhammadJauharulFuadvy,RolianaIbrahim.(2019)MultilingualSentimentAnalysisonSocialMediaDisasterData.2019InternationalConferenceonElectrical,ElectronicsandInformationEngineering(ICEEIE),269-272.CrossrefMuhammadRadifanAldiansyah,PriyoSidikSasongko.(2019)TwitterSentimentAnalysisAboutPublicOpinionon4GSmartfrenNetworkServicesUsingConvolutionalNeuralNetwork.20193rdInternationalConferenceonInformaticsandComputationalSciences(ICICoS),1-6.CrossrefEkoWahyudi,RetnoKusumaningrum.(2019)AspectBasedSentimentAnalysisinE-CommerceUserReviewsUsingLatentDirichletAllocation(LDA)andSentimentLexicon.20193rdInternationalConferenceonInformaticsandComputationalSciences(ICICoS),1-6.CrossrefReizaAdiCahya,FitraA.Bachtiar.(2019)WeakeningFeatureIndependenceofNaïveBayesUsingFeatureWeightingandSelectiononImbalancedCustomerReviewData.20195thInternationalConferenceonScienceinInformationTechnology(ICSITech),182-187.CrossrefFeroResyanto,YuliantSibaroni,AdeRomadhony.(2019)ChoosingTheMostOptimumTextPreprocessingMethodforSentimentAnalysis:Case:iPhoneTweets.2019FourthInternationalConferenceonInformaticsandComputing(ICIC),1-5.CrossrefMaryameNAJI,DaoudiNajima,RahimiHasnae,RachidaAJHOUN.(2019)CustomizeddataextractionandprocessingforthepredictionofBabyBluesfromsocialmedia.20191stInternationalConferenceonSmartSystemsandDataScience(ICSSD),1-6.CrossrefGuangyanHu,SandroRigo,DeshengZhang,ThuNguyen.(2019)ApproximationwithErrorBoundsinSpark.2019IEEE27thInternationalSymposiumonModeling,Analysis,andSimulationofComputerandTelecommunicationSystems(MASCOTS),61-73.CrossrefXiaofangJin,YingXu.(2019)ResearchontheSentimentAnalysisBasedonMachineLearningandFeatureExtractionAlgorithm.2019IEEE10thInternationalConferenceonSoftwareEngineeringandServiceScience(ICSESS),366-369.CrossrefKunJiang,YueguoZhang,LihongYao,XinghaoJiang,TanfengSun.(2019)OpinionWordsExtractionandSentimentClassificationwithCharacterBasedEmbedding.2019IEEE13thInternationalConferenceonAnti-counterfeiting,Security,andIdentification(ASID),136-141.CrossrefTianjunHou,BernardYannou,YannLeroy,EmiliePoirson.(2019)Miningcustomerproductreviewsforproductdevelopment:Asummarizationprocess.ExpertSystemswithApplications132,141-150.Onlinepublicationdate:1-Oct-2019.CrossrefAngeloCorallo,LauraFortunato,AndreaMassafra,PaolaPasca,MarioAngelelli,MikeHobbs,AmjadD.Al-Nasser,AmerI.Al-Omari,EnricoCiavolino.(2019)SentimentanalysisofexpectationandperceptionofMILANOEXPO2015intwitterdata:ageneralizedcrossentropyapproach.SoftComputing22.Onlinepublicationdate:25-Sep-2019.CrossrefMaayanZhitomirsky-Geffet.(2019)Towardsadiversifiedknowledgeorganizationsystem.JournalofDocumentation75:5,1124-1138.Onlinepublicationdate:9-Sep-2019.CrossrefChenLou,Sang-SangTan,XiaoyuChen.(2019)InvestigatingConsumerEngagementwithInfluencer-vs.Brand-PromotedAds:TheRolesofSourceandDisclosure.JournalofInteractiveAdvertising19:3,169-186.Onlinepublicationdate:15-Oct-2019.CrossrefArvindAgarwal,AparnaGupta,ArunKumar,SrikanthG.Tamilselvam.(2019)Learningriskcultureofbanksusingnewsanalytics.EuropeanJournalofOperationalResearch277:2,770-783.Onlinepublicationdate:1-Sep-2019.CrossrefMaryemRhanoui,MouniaMikram,SihamYousfi,SoukainaBarzali.(2019)ACNN-BiLSTMModelforDocument-LevelSentimentAnalysis.MachineLearningandKnowledgeExtraction1:3,832-847.Onlinepublicationdate:25-Jul-2019.CrossrefMatteoBodini.(2019)AspectExtractionfromBanglaReviewsThroughStackedAuto-Encoders.Data4:3,121.Onlinepublicationdate:9-Aug-2019.CrossrefLiamKennedy,DerekSilva,MadelaineCoelho,WilliamCipolli.(2019)“WeAreAllBroncos”:Hockey,Tragedy,andtheFormationofCanadianIdentity.SociologyofSportJournal36:3,189-202.Onlinepublicationdate:1-Sep-2019.CrossrefJhonathandeGodoiBrandao,WesleyPachecoCalixto.(2019)N-GramandTF-IDFforFeatureExtractiononOpinionMiningofTweetswithSVMClassifier.2019InternationalArtificialIntelligenceandDataProcessingSymposium(IDAP),1-5.CrossrefPaolaZola,PauloCortez,CostantinoRagno,EugenioBrentari.(2019)SocialMediaCross-SourceandCross-DomainSentimentClassification.InternationalJournalofInformationTechnology&DecisionMaking18:05,1469-1499.Onlinepublicationdate:8-Nov-2019.CrossrefXinLi,YanghuiRao,HaoranXie,XueboLiu,Tak-LamWong,FuLeeWang.(2019)Socialemotionclassificationbasedonnoise-awaretraining.Data&KnowledgeEngineering123,101605.Onlinepublicationdate:1-Sep-2019.CrossrefE.A.Neeba,S.Koteeswaran.(2019)Bacterialforaginginformationswarmoptimizerfordetectingaffectiveandinformativecontentinmedicalblogs.ClusterComputing22:S5,10743-10756.Onlinepublicationdate:19-Sep-2017.CrossrefDimosthenisBeleveslis,ChristosTjortjis,DimitrisPsaradelis,DimitrisNikoglou.(2019)AHybridMethodforSentimentAnalysisofElectionRelatedTweets.20194thSouth-EastEuropeDesignAutomation,ComputerEngineering,ComputerNetworksandSocialMediaConference(SEEDA-CECNSM),1-6.CrossrefIndriati,AriKusyanti,DeaZakia.(2019)SentimentAnalysisintheMobileApplicationReviewDocumentUsingtheImprovedK-NearestNeighborMethod.2019InternationalConferenceonSustainableInformationEngineeringandTechnology(SIET),332-337.CrossrefMartinHaselmayer.(2019)Negativecampaigninganditsconsequences:areviewandalookahead.FrenchPolitics17:3,355-372.Onlinepublicationdate:23-Mar-2019.CrossrefAyuPurwarianti,IdaAyuPutuAriCrisdayanti.(2019)ImprovingBi-LSTMPerformanceforIndonesianSentimentAnalysisUsingParagraphVector.2019InternationalConferenceofAdvancedInformatics:Concepts,TheoryandApplications(ICAICTA),1-5.CrossrefJordhyFernando,MasayuLeyliaKhodra,AliAkbarSeptiandri.(2019)AspectandOpinionTermsExtractionUsingDoubleEmbeddingsandAttentionMechanismforIndonesianHotelReviews.2019InternationalConferenceofAdvancedInformatics:Concepts,TheoryandApplications(ICAICTA),1-6.CrossrefMohammadKarimSohrabi,FatemehHemmatian.(2019)Anefficientpreprocessingmethodforsupervisedsentimentanalysisbyconvertingsentencestonumericalvectors:atwittercasestudy.MultimediaToolsandApplications78:17,24863-24882.Onlinepublicationdate:11-May-2019.CrossrefRomillaSyed.(2019)Enterprisereputationthreatsonsocialmedia:Acaseofdatabreachframing.TheJournalofStrategicInformationSystems28:3,257-274.Onlinepublicationdate:1-Sep-2019.CrossrefMara-RenataPetrusel,Sergiu-GeorgeLimboi.(2019)ARestaurantsRecommendationSystem:ImprovingRatingPredictionsUsingSentimentAnalysis.201921stInternationalSymposiumonSymbolicandNumericAlgorithmsforScientificComputing(SYNASC),190-197.CrossrefS.V.Vychegzhanin,E.V.Kotelnikov.(2019)StanceDetectionBasedonEnsemblesofClassifiers.ProgrammingandComputerSoftware45:5,228-240.Onlinepublicationdate:2-Oct-2019.CrossrefDenizKılınç.(2019)Aspark‐basedbigdataanalysisframeworkforreal‐timesentimentpredictiononstreamingdata.Software:PracticeandExperience49:9,1352-1364.Onlinepublicationdate:27-Jun-2019.CrossrefSerkanAyvaz,SemraYıldırım,YücelBatuSalman.(2019)TürkçeDuyguKütüphanesiGeliştirme:SosyalMedyaVerileriyleDuyguAnaliziÇalışması.EuropeanJournalofScienceandTechnology,51-60.Onlinepublicationdate:31-Aug-2019.CrossrefAshwiniSaini,AnoopSharma.(2019)PredictingtheUnpredictable:AnApplicationofMachineLearningAlgorithmsinIndianStockMarket.AnnalsofDataScience3.Onlinepublicationdate:22-Aug-2019.CrossrefNickBurton.(2019)Exploringusersentimenttowardssponsorshipandambushmarketing.InternationalJournalofSportsMarketingandSponsorshipahead-of-print:ahead-of-print.Onlinepublicationdate:19-Aug-2019.CrossrefXiaLiu.(2019)AbigdataapproachtoexaminingsocialbotsonTwitter.JournalofServicesMarketing33:4,369-379.Onlinepublicationdate:12-Aug-2019.CrossrefKylieSng,TsiYingAu,AugustinePang.(2019)SocialMediaInfluencersasaCrisisRiskinStrategicCommunication:ImpactofIndiscretionsonProfessionalEndorsements.InternationalJournalofStrategicCommunication13:4,301-320.Onlinepublicationdate:4-Sep-2019.CrossrefYiCai,KaiYang,DongpingHuang,ZikaiZhou,XueLei,HaoranXie,Tak-LamWong.(2019)Ahybridmodelforopinionminingbasedondomainsentimentdictionary.InternationalJournalofMachineLearningandCybernetics10:8,2131-2142.Onlinepublicationdate:12-Dec-2017.CrossrefMohammadAl-Smadi,BasharTalafha,MahmoudAl-Ayyoub,YaserJararweh.(2019)Usinglongshort-termmemorydeepneuralnetworksforaspect-basedsentimentanalysisofArabicreviews.InternationalJournalofMachineLearningandCybernetics10:8,2163-2175.Onlinepublicationdate:1-Mar-2018.CrossrefBiqingZeng,HengYang,RuyangXu,WuZhou,XuliHan.(2019)LCF:ALocalContextFocusMechanismforAspect-BasedSentimentClassification.AppliedSciences9:16,3389.Onlinepublicationdate:17-Aug-2019.CrossrefKomalDhingra,SumitKrYadav.(2019)SpamanalysisofbigreviewsdatasetusingFuzzyRankingEvaluationAlgorithmandHadoop.InternationalJournalofMachineLearningandCybernetics10:8,2143-2162.Onlinepublicationdate:16-Dec-2017.CrossrefLidyaWatiEvelina,YulianneSafitri.(2019)CustomerExperienceBaliNaturalBeautyCareThroughSocialMedia.2019InternationalConferenceonInformationManagementandTechnology(ICIMTech),82-86.CrossrefJawadKhan,AftabAlam,JamilHussain,Young-KooLee.(2019)EnSWF:effectivefeaturesextractionandselectioninconjunctionwithensemblelearningmethodsfordocumentsentimentclassification.AppliedIntelligence49:8,3123-3145.Onlinepublicationdate:9-Mar-2019.CrossrefMeiWang,YangyangZhu,ShulinLiu,ChunfengSong,ZhengWang,PaiWang,XuebinQin.(2019)SentimentAnalysisBasedonAttentionMechanismsandBi-DirectionalLSTMFusionModel.2019IEEESmartWorld,UbiquitousIntelligence&Computing,Advanced&TrustedComputing,ScalableComputing&Communications,Cloud&BigDataComputing,InternetofPeopleandSmartCityInnovation(SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI),865-868.CrossrefLinYue,WeitongChen,XueLi,WanliZuo,MinghaoYin.(2019)Asurveyofsentimentanalysisinsocialmedia.KnowledgeandInformationSystems60:2,617-663.Onlinepublicationdate:4-Jul-2018.CrossrefJintakPark,KingMa,HenryLeung.(2019)PredictionofStockPriceswithSentimentFusionandSVMGrangerCausality.2019IEEEIntlConfonDependable,AutonomicandSecureComputing,IntlConfonPervasiveIntelligenceandComputing,IntlConfonCloudandBigDataComputing,IntlConfonCyberScienceandTechnologyCongress(DASC/PiCom/CBDCom/CyberSciTech),207-214.CrossrefEmilioFerrara.(2019)Thehistoryofdigitalspam.CommunicationsoftheACM62:8,82-91.Onlinepublicationdate:24-Jul-2019.CrossrefW.M.Wang,Z.G.Tian,Z.Li,J.W.Wang,AliVatankhahBarenji,M.N.Cheng.(2019)Supportingtheconstructionofaffectiveproducttaxonomiesfromonlinecustomerreviews:anaffective-semanticapproach.JournalofEngineeringDesign,1-32.Onlinepublicationdate:18-Jul-2019.CrossrefKhuongVo,TriNguyen,DangPham,MaoNguyen,MinhTruong,DinhNguyen,ThoQuan.(2019)Handlingnegativementionsonsocialmediachannelsusingdeeplearning.JournalofInformationandTelecommunication3:3,271-293.Onlinepublicationdate:18-Jan-2019.CrossrefNikRushdiHassan.(2019)Theoriginsofbusinessanalyticsandimplicationsfortheinformationsystemsfield.JournalofBusinessAnalytics2:2,118-133.Onlinepublicationdate:22-Nov-2019.CrossrefDongminHyun,ChanyoungPark,Min-ChulYang,IlhyeonSong,Jung-TaeLee,HwanjoYu.(2019)Target-awareconvolutionalneuralnetworkfortarget-levelsentimentanalysis.InformationSciences491,166-178.Onlinepublicationdate:1-Jul-2019.CrossrefAsadAbdi,SitiMariyamShamsuddin,ShafaatunnurHasan,JalilPiran.(2019)Deeplearning-basedsentimentclassificationofevaluativetextbasedonMulti-featurefusion.InformationProcessing&Management56:4,1245-1259.Onlinepublicationdate:1-Jul-2019.CrossrefHuaishaoLuo,TianruiLi,BingLiu,BinWang,HerwigUnger.(2019)ImprovingAspectTermExtractionWithBidirectionalDependencyTreeRepresentation.IEEE/ACMTransactionsonAudio,Speech,andLanguageProcessing27:7,1201-1212.Onlinepublicationdate:1-Jul-2019.CrossrefFerdinandoDiMartino,SabrinaSenatore,SalvatoreSessa.(2019)Alightweightclustering–basedapproachtodiscoverdifferentemotionalshadesfromsocialmessagestreams.InternationalJournalofIntelligentSystems34:7,1505-1523.Onlinepublicationdate:4-Mar-2019.CrossrefTianjunHou,BernardYannou,YannLeroy,EmiliePoirson.(2019)AnAffordance-BasedOnlineReviewAnalysisFramework.ProceedingsoftheDesignSociety:InternationalConferenceonEngineeringDesign1:1,2457-2466.Onlinepublicationdate:26-Jul-2019.CrossrefSalihEmreAkin,TugbaYildiz.(2019)SentimentAnalysisthroughTransferLearningforTurkishLanguage.2019IEEEInternationalSymposiumonINnovationsinIntelligentSysTemsandApplications(INISTA),1-6.CrossrefYiLuo,Rebecca(Liang)Tang.(2019)UnderstandinghiddendimensionsintextualreviewsonAirbnb:Anapplicationofmodifiedlatentaspectratinganalysis(LARA).InternationalJournalofHospitalityManagement80,144-154.Onlinepublicationdate:1-Jul-2019.CrossrefYongShi,LuyaoZhu,WeiLi,KunGuo,YuanchunZheng.(2019)SurveyonClassicandLatestTextualSentimentAnalysisArticlesandTechniques.InternationalJournalofInformationTechnology&DecisionMaking18:04,1243-1287.Onlinepublicationdate:26-Aug-2019.CrossrefHaydeeGuillotJimenez,MarcoAntonioCasanova,BernardoPereiraNunes,AnnaCarolinaNametalaFinamoreDoCouto.(2019)CourseObservatory:SentimentAnalysisofCommentsinCourseSurveys.2019IEEE19thInternationalConferenceonAdvancedLearningTechnologies(ICALT),176-178.CrossrefMin-YuhDay,Chi-ShengHung.(2019)AIAffectiveConversationalRobotwithHybridGenerative-BasedandRetrieval-BasedDialogueModels.2019IEEE20thInternationalConferenceonInformationReuseandIntegrationforDataScience(IRI),403-409.CrossrefEnricoLaoh,IstiSurjandari,NadhilaIdzniPrabaningtyas.(2019)EnhancingHospitalitySentimentReviewsAnalysisPerformanceusingSVMN-GramsMethod.201916thInternationalConferenceonServiceSystemsandServiceManagement(ICSSSM),1-5.CrossrefNadhilaIdzniPrabaningtyas,IstiSurjandari,EnricoLaoh.(2019)MiningCustomersOpiniononServicesandApplicationsofMobilePaymentCompaniesinIndonesiaUsingSentimentAnalysisApproach.201916thInternationalConferenceonServiceSystemsandServiceManagement(ICSSSM),1-5.CrossrefAnnisaNurulAzhar,MasayuLeyliaKhodra,AriePratamaSutiono.(2019)Multi-labelAspectCategorizationwithConvolutionalNeuralNetworksandExtremeGradientBoosting.2019InternationalConferenceonElectricalEngineeringandInformatics(ICEEI),35-40.CrossrefChristianBizer,AnnaPrimpeli,RalphPeeters.(2019)UsingtheSemanticWebasaSourceofTrainingData.Datenbank-Spektrum19:2,127-135.Onlinepublicationdate:15-May-2019.CrossrefNikolaosSpatiotis,IsidorosPerikos,IosifMporas,MichaelParaskevas.(2019)ExaminingtheImpactofDiscretizationTechniqueonSentimentAnalysisfortheGreekLanguage.201910thInternationalConferenceonInformation,Intelligence,SystemsandApplications(IISA),1-6.CrossrefYonghwanChang.(2019)Spectators’emotionalresponsesintweetsduringtheSuperBowl50game.SportManagementReview22:3,348-362.Onlinepublicationdate:3-Feb-2021.CrossrefMohamadKartiko,Sfenrianto.(2019)AccuracyforSentimentAnalysisofTwitterStudentsonELearninginIndonesiausingNaiveBayesAlgorithmBasedonParticleSwarmOptimization.JournalofPhysics:ConferenceSeries1179:1,012027.Onlinepublicationdate:1-Jul-2019.CrossrefSudarshanS.Sonawane,SatishR.Kolhe.(2019)FeatureOptimizationinSentimentAnalysisbyTermCo-occurrenceFitnessEvolution(TCFE).InternationalJournalofInformationTechnologyandWebEngineering14:3,16-36.Onlinepublicationdate:1-Jul-2019.CrossrefLuzJudithRodríguez-Esparza,DianaBarraza-Barraza,JesúsSalazar-Ibarra,RafaelGerardoVargas-Pasaye.(2019)IndexofsuicideriskinMexicousingTwitter.JournalofSocialResearches,1-13.Onlinepublicationdate:30-Jun-2019.CrossrefYunseonChoi.(2019)Finding“justright”booksforchildren:analyzingsentimentsinonlinebookreviews.TheElectronicLibrary8.Onlinepublicationdate:27-Jun-2019.CrossrefRung-ChingChen,Hendry.(2019)UserRatingClassificationviaDeepBeliefNetworkLearningandSentimentAnalysis.IEEETransactionsonComputationalSocialSystems6:3,535-546.Onlinepublicationdate:1-Jun-2019.CrossrefMarieMerle,GerhardReese,StefanDrews.(2019)#Globalcitizen:AnExplorativeTwitterAnalysisofGlobalIdentityandSustainabilityCommunication.Sustainability11:12,3472.Onlinepublicationdate:25-Jun-2019.CrossrefLamineFaty,MarieNdiaye,IbrahimaDiop,KhadimDrame.(2019)ThecomplexityofcommentsfromSenegaleseonlinepressesfacewithopinionminingmethods.201914thIberianConferenceonInformationSystemsandTechnologies(CISTI),1-6.CrossrefWandeepKaur,VimalaBalakrishnan,OmerRana,AjanthaSinniah.(2019)Liking,sharing,commentingandreactingonFacebook:Userbehaviors’impactonsentimentintensity.TelematicsandInformatics39,25-36.Onlinepublicationdate:1-Jun-2019.CrossrefJosimarEdinsonChireSaire.(2019)BuildingIntelligentIndicatorstoDetectDengueEpidemicsinBrazilusingSocialNetworks.2019IEEEColombianConferenceonApplicationsinComputationalIntelligence(ColCACI),1-5.CrossrefShoayeeAlotaibi,RashidMehmood,IyadKatib.(2019)SentimentAnalysisofArabicTweetsinSmartCities:AReviewofSaudiDialect.2019FourthInternationalConferenceonFogandMobileEdgeComputing(FMEC),330-335.CrossrefJayashreeJagdale,MEmmanuel.(2019)HybridCorrectiveCriticNeuralNetworkforSentimentClassificationinCommunityMedia.20193rdInternationalconferenceonElectronics,CommunicationandAerospaceTechnology(ICECA),1236-1241.CrossrefArslanAliRaza,AsadHabib,JawadAshraf,MuhammadJaved.(2019)SemanticOrientationBasedDecisionMakingFrameworkforBigDataAnalysisofSporadicNewsEvents.JournalofGridComputing17:2,367-383.Onlinepublicationdate:8-Sep-2018.CrossrefTianhuaChen,PanSu,ChangjingShang,RichardHill,HengshanZhang,QiangShen.(2019)SentimentClassificationofDrugReviewsUsingFuzzy-roughFeatureSelection.2019IEEEInternationalConferenceonFuzzySystems(FUZZ-IEEE),1-6.CrossrefPing-YuHsu,Hong-TsuenLei,Shih-HsiangHuang,TengHaoLiao,Yao-ChungLo,Chin-ChunLo.(2019)Effectsofsentimentonrecommendationsinsocialnetwork.ElectronicMarkets29:2,253-262.Onlinepublicationdate:18-Oct-2018.CrossrefTalalAhmed,WaheedU.Bajwa.(2019)ExSIS:Extendedsureindependencescreeningforultrahigh-dimensionallinearmodels.SignalProcessing159,33-48.Onlinepublicationdate:1-Jun-2019.CrossrefMateuszLango.(2019)TacklingtheProblemofClassImbalanceinMulti-classSentimentClassification:AnExperimentalStudy.FoundationsofComputingandDecisionSciences44:2,151-178.Onlinepublicationdate:1-Jun-2019.CrossrefMoonYoungKang,YonglimChoi,JeonghyeChoi.(2019)Theeffectofcelebrityendorsementonsustainablefirmvalue:evidencefromtheKoreantelecommunicationsindustry.InternationalJournalofAdvertising38:4,563-576.Onlinepublicationdate:22-Apr-2019.CrossrefP.Monisha,R.Rubanya,N.Malarvizhi.(2019)SocialMarketplaceMonitoringandSentimentAnalysis.InternationalJournalofScientificResearchinComputerScience,EngineeringandInformationTechnology,127-133.Onlinepublicationdate:1-May-2019.CrossrefKaiShuang,HaoGuo,ZhixuanZhang,JonathanLoo,SenSu.(2019)Aword-buildingmethodbasedonneuralnetworkfortextclassification.JournalofExperimental&TheoreticalArtificialIntelligence31:3,455-474.Onlinepublicationdate:30-Jan-2019.CrossrefNingLiu,FujiRen,CatalinBuiu.(2019)EmotionclassificationusingaCNN_LSTM-basedmodelforsmoothemotionalsynchronizationofthehumanoidrobotREN-XIN.PLOSONE14:5,e0215216.Onlinepublicationdate:2-May-2019.CrossrefAhmedSulaimanM.Alharbi,ElisedeDoncker.(2019)Twittersentimentanalysiswithadeepneuralnetwork:Anenhancedapproachusinguserbehavioralinformation.CognitiveSystemsResearch54,50-61.Onlinepublicationdate:1-May-2019.CrossrefAndreaSchneiker,MagnusDau,JuttaJoachim,MarlenMartin,HenrietteLange.(2019)HowtoAnalyzeSocialMedia?AssessingthePromiseofMixed-MethodsDesignsforStudyingtheTwitterFeedsofPMSCs.InternationalStudiesPerspectives20:2,188-200.Onlinepublicationdate:27-Nov-2018.CrossrefLiYueyang,YiZhiWang.(2019)DetectingOpinionPolaritiesUsingEnsembleofClassificationAlgorithms.JournalofPhysics:ConferenceSeries1229,012065.Onlinepublicationdate:29-May-2019.CrossrefMArunaSafali,RSatyaPrasad,KBSSastry.(2019)A.Amalgamativesentimentanalysisframeworkonsocialnetworkingsite.JournalofPhysics:ConferenceSeries1228,012010.Onlinepublicationdate:3-Jun-2019.CrossrefChaoYang,HefengZhang,BinJiang,KeqinLi.(2019)Aspect-basedsentimentanalysiswithalternatingcoattentionnetworks.InformationProcessing&Management56:3,463-478.Onlinepublicationdate:1-May-2019.CrossrefMinchaeSong,HyunjungPark,Kyung-shikShin.(2019)Attention-basedlongshort-termmemorynetworkusingsentimentlexiconembeddingforaspect-levelsentimentanalysisinKorean.InformationProcessing&Management56:3,637-653.Onlinepublicationdate:1-May-2019.CrossrefDunder,M.Pavlovski.(2019)BehindtheDystopianSentiment:aSentimentAnalysisofGeorgeOrwell’s1984.201942ndInternationalConventiononInformationandCommunicationTechnology,ElectronicsandMicroelectronics(MIPRO),577-582.CrossrefXiliuMan,TongLuo,JianwuLin.(2019)FinancialSentimentAnalysis(FSA):ASurvey.2019IEEEInternationalConferenceonIndustrialCyberPhysicalSystems(ICPS),617-622.CrossrefMuhammadZubairAsghar,AurangzebKhan,SyedaRabailZahra,ShakeelAhmad,FazalMasudKundi.(2019)Aspect-basedopinionminingframeworkusingheuristicpatterns.ClusterComputing22:S3,7181-7199.Onlinepublicationdate:21-Aug-2017.CrossrefAsmaulHusna,HabiburRahman,EmranaKabirHashi.(2019)StatisticalApproachforClassifyingSentimentReviewsbyReducingDimensionusingTruncatedSingularValueDecomposition.20191stInternationalConferenceonAdvancesinScience,EngineeringandRoboticsTechnology(ICASERT),1-5.CrossrefNayanBanik,Md.HasanHafizurRahman,ShimaChakraborty,HanifSeddiqui,MuhammadAnwarulAzim.(2019)SurveyonText-BasedSentimentAnalysisofBengaliLanguage.20191stInternationalConferenceonAdvancesinScience,EngineeringandRoboticsTechnology(ICASERT),1-6.CrossrefMaryamYaghtin,HajarSotudeh,MahdiehMirzabeigi,SeyedMostafaFakhrahmad,MehdiMohammadi.(2019)Inquestofnewdocumentrelations:evaluatingco-opinionrelationsbetweenco-citationsanditsimpactonInformationretrievaleffectiveness.Scientometrics119:2,987-1008.Onlinepublicationdate:2-Mar-2019.CrossrefMohamedM.Mostafa.(2019)Clusteringhalalfoodconsumers:ATwittersentimentanalysis.InternationalJournalofMarketResearch61:3,320-337.Onlinepublicationdate:24-Apr-2018.CrossrefMArunasafali,ChittineniSuneetha.(2019)Ensemblefeatureanalysisclassifierforsentimentanalysisusingconvolutionalneuralnetworks.JournalofPhysics:ConferenceSeries1228:1,012009.Onlinepublicationdate:1-May-2019.CrossrefBodoWinter.2019.SensoryLinguistics.ConvergingEvidenceinLanguageandCommunicationResearch.Crossref2019.Chapter18.Conclusion.SensoryLinguistics,235-247.CrossrefPrabhsimranSingh,YogeshK.Dwivedi,KaranjeetSinghKahlon,RavinderSinghSawhney,AliAbdallahAlalwan,NripendraP.Rana.(2019)SmartMonitoringandControllingofGovernmentPoliciesUsingSocialMediaandCloudComputing.InformationSystemsFrontiers5.Onlinepublicationdate:16-Apr-2019.CrossrefHsiu-YuanTsao,Ming-YiChen,Hao-ChiangKoongLin,Yu-ChunMa.(2019)Theasymmetriceffectofreviewvalenceonnumericalrating.OnlineInformationReview43:2,283-300.Onlinepublicationdate:8-Apr-2019.CrossrefMinchaeSong,Kyung‐shikShin.(2019)Forecastingeconomicindicatorsusingaconsumersentimentindex:Survey‐basedversustext‐baseddata.JournalofForecasting33.Onlinepublicationdate:7-Apr-2019.CrossrefTuMinhPhuong,LeCongLinh,NgoXuanBach.(2019)Identifyingintentionsinforumpostswithcross-domaindata.JournalofHeuristics352–353.Onlinepublicationdate:4-Apr-2019.CrossrefYunoDo.(2019)Valuatingaestheticbenefitsofculturalecosystemservicesusingconservationculturomics.EcosystemServices36,100894.Onlinepublicationdate:1-Apr-2019.CrossrefXiaohuiWang,LiangChen,JingyuanShi,Tai-QuanPeng.(2019)Whatmakescancerinformationviralonsocialmedia?.ComputersinHumanBehavior93,149-156.Onlinepublicationdate:1-Apr-2019.CrossrefAjayaKumarSwain,RayQingCao.(2019)Usingsentimentanalysistoimprovesupplychainintelligence.InformationSystemsFrontiers21:2,469-484.Onlinepublicationdate:13-May-2017.CrossrefArti,KamankshaPrasadDubey,SanjyAgrawal.(2019)AnOpinionMiningforIndianPremierLeagueUsingMachineLearningTechniques.20194thInternationalConferenceonInternetofThings:SmartInnovationandUsages(IoT-SIU),1-4.CrossrefMaríaHernández-Rubio,IvánCantador,AlejandroBellogín.(2019)Acomparativeanalysisofrecommendersystemsbasedonitemaspectopinionsextractedfromuserreviews.UserModelingandUser-AdaptedInteraction29:2,381-441.Onlinepublicationdate:24-Nov-2018.CrossrefMohammedKaity,VimalaBalakrishnan.(2019)Anautomaticnon-Englishsentimentlexiconbuilderusingunannotatedcorpus.TheJournalofSupercomputing75:4,2243-2268.Onlinepublicationdate:23-Jan-2019.CrossrefRenéRiedl,MaxNeuhofer,BernhardStockinger,FlorianGrillenberger,JosefHörersdorfer,ChristianÖttl,AdisSahman.(2019)BerichterstattungzumBitcoinindeutschsprachigenTageszeitungen:ErgebnisseeinerempirischenStudie.Wirtschaftsinformatik&Management11:2,106-115.Onlinepublicationdate:27-Feb-2019.CrossrefHosseinAbbasimehr,MostafaShabani.(2019)ASentimentAggregationSystembasedonanOWAOperator.20195thInternationalConferenceonWebResearch(ICWR),1-5.CrossrefYuFu,Jin-XingHao,Xiang(Robert)Li,CathyH.C.Hsu.(2019)PredictiveAccuracyofSentimentAnalyticsforTourism:AMetalearningPerspectiveonChineseTravelNews.JournalofTravelResearch58:4,666-679.Onlinepublicationdate:16-May-2018.CrossrefRABaro,MVPagudpud,LMPadirayon,REDilan.(2019)Classificationofprojectmanagementtoolreviewsusingmachinelearning-basedsentimentanalysis.IOPConferenceSeries:MaterialsScienceandEngineering482,012041.Onlinepublicationdate:11-Mar-2019.CrossrefJGaray,RYap,MJSabellano.(2019)Ananalysisontheinsightsoftheanti-vaccinemovementfromsocialmediapostsusingk-meansclusteringalgorithmandVADERsentimentanalyzer.IOPConferenceSeries:MaterialsScienceandEngineering482,012043.Onlinepublicationdate:11-Mar-2019.CrossrefYingjieHu,ChengbinDeng,ZhouZhou.(2019)ASemanticandSentimentAnalysisonOnlineNeighborhoodReviewsforUnderstandingthePerceptionsofPeopletowardTheirLivingEnvironments.AnnalsoftheAmericanAssociationofGeographers2010,1-21.Onlinepublicationdate:8-Mar-2019.CrossrefRobertA.Stine.(2019)SentimentAnalysis.AnnualReviewofStatisticsandItsApplication6:1,287-308.Onlinepublicationdate:7-Mar-2019.CrossrefMilagrosFernández-Gavilanes,JonathanJuncal-Martínez,SilviaGarcía-Méndez,EnriqueCosta-Montenegro,FranciscoJavierGonzález-Castaño.(2019)Differentiatingusersbylanguageandlocationestimationinsentimentanalisysofinformaltextduringmajorpublicevents.ExpertSystemswithApplications117,15-28.Onlinepublicationdate:1-Mar-2019.CrossrefMuhammadAbdul-Mageed.(2019)ModelingArabicsubjectivityandsentimentinlexicalspace.InformationProcessing&Management56:2,291-307.Onlinepublicationdate:1-Mar-2019.CrossrefMohammadAl-Smadi,MahmoudAl-Ayyoub,YaserJararweh,OmarQawasmeh.(2019)EnhancingAspect-BasedSentimentAnalysisofArabicHotels’reviewsusingmorphological,syntacticandsemanticfeatures.InformationProcessing&Management56:2,308-319.Onlinepublicationdate:1-Mar-2019.CrossrefMahmoudAl-Ayyoub,AbedAllahKhamaiseh,YaserJararweh,MohammedN.Al-Kabi.(2019)Acomprehensivesurveyofarabicsentimentanalysis.InformationProcessing&Management56:2,320-342.Onlinepublicationdate:1-Mar-2019.CrossrefKaiShuang,XintaoRen,QianqianYang,RuiLi,JonathanLoo.(2019)AELA-DLSTMs:Attention-EnabledandLocation-AwareDoubleLSTMsforaspect-levelsentimentclassification.Neurocomputing334,25-34.Onlinepublicationdate:1-Mar-2019.CrossrefJenniferR.Mammen,JamesJ.Java,HyekyunRhee,ArleneM.Butz,JillS.Halterman,KimberlyArcoleo.(2019)Mixed-methodscontentandsentimentanalysisofadolescents’voicediariesdescribingdailyexperienceswithasthmaandself-managementdecision-making.Clinical&ExperimentalAllergy49:3,299-307.Onlinepublicationdate:18-Sep-2018.CrossrefTieZhou,GongHu,LingWang.(2019)PsychologicalDisorderIdentifyingMethodBasedonEmotionPerceptionoverSocialNetworks.InternationalJournalofEnvironmentalResearchandPublicHealth16:6,953.Onlinepublicationdate:16-Mar-2019.CrossrefAbdurRasool,RanTao,KamyabMarjan,TayyabNaveed.(2019)TwitterSentimentAnalysis:ACaseStudyforApparelBrands.JournalofPhysics:ConferenceSeries1176,022015.Onlinepublicationdate:20-Mar-2019.CrossrefSitaresmiWahyuHandani,DhanarIntanSuryaSaputra,Hasirun,RizkyMegaArino,GitaFizaAsyrofiRamadhan.(2019)SentimentAnalysisforGo-JekonGooglePlayStore.JournalofPhysics:ConferenceSeries1196,012032.Onlinepublicationdate:15-Apr-2019.CrossrefFeilongTang,LuoyiFu,BinYao,WenchaoXu.(2019)nAspectbasedfine-grainedsentimentanalysisforonlinereviews.InformationSciences.Onlinepublicationdate:1-Mar-2019.CrossrefTrangUyenTran,HaThanhThiHoang,HiepXuanHuynh.(2019)AspectExtractionwithBidirectionalGRUandCRF.2019IEEE-RIVFInternationalConferenceonComputingandCommunicationTechnologies(RIVF),1-5.CrossrefThuyLeThi,TuoiPhanThi,ThoQuanThanh.(2019)Instance-BasedEnrichmentofSentimentOntology.2019IEEE-RIVFInternationalConferenceonComputingandCommunicationTechnologies(RIVF),1-6.CrossrefVerawatySitumorang,TiaElyani,RobertoTambunan,YohanaGulto.(2019)ApplyingOpinionMiningTechniqueonTourismStudyCase:LakeToba.JournalofPhysics:ConferenceSeries1175,012091.Onlinepublicationdate:7-Jun-2019.CrossrefNiklasRach,KlausWeber,AnnalenaAicher,FlorianLingenfelser,ElisabethAndre,WolfgangMinker.(2019)EmotionRecognitionBasedPreferenceModellinginArgumentativeDialogueSystems.2019IEEEInternationalConferenceonPervasiveComputingandCommunicationsWorkshops(PerComWorkshops),838-843.CrossrefAhmedNassar,EbruSezer.(2019)MultilevelSentimentAnalysisInArabic.2019IEEE7thPalestinianInternationalConferenceonElectricalandComputerEngineering(PICECE),1-10.CrossrefTejaswiniM.Untawale,G.Choudhari.(2019)ImplementationofSentimentClassificationofMovieReviewsbySupervisedMachineLearningApproaches.20193rdInternationalConferenceonComputingMethodologiesandCommunication(ICCMC),1197-1200.CrossrefTomWilson,RobinLovelace,AndrewJ.Evans.(2019)APathTowardtheUseofTrailUsers’TweetstoAssessEffectivenessoftheEnvironmentalStewardshipScheme:AnExploratoryAnalysisofthePennineWayNationalTrail.AppliedSpatialAnalysisandPolicy12:1,71-99.Onlinepublicationdate:2-Aug-2016.CrossrefZhangMin.(2019)DrugsReviewsSentimentAnalysisusingWeaklySupervisedModel*.2019IEEEInternationalConferenceonArtificialIntelligenceandComputerApplications(ICAICA),332-336.CrossrefXueyingZhan,YaoweiWang,YanghuiRao,QingLi.(2019)LearningfromMulti-annotatorData.ACMTransactionsonInformationSystems37:2,1-28.Onlinepublicationdate:21-Feb-2019.CrossrefAchinJain,VanitaJain.(2019)Sentimentclassificationoftwitterdatabelongingtorenewableenergyusingmachinelearning.JournalofInformationandOptimizationSciences40:2,521-533.Onlinepublicationdate:8-Mar-2019.CrossrefNoaP.CruzDíaz,ManuelJ.MañaLópez.2019.NegationandSpeculationDetection.NaturalLanguageProcessing.CrossrefIrisReychav,OferInbar,TomerSimon,RogerMcHaney,LinZhu.(2019)Emotioninenterprisesocialmediasystems.InformationTechnology&People32:1,18-46.Onlinepublicationdate:4-Feb-2019.CrossrefHeiChiaWang,YuHungChiang,YiFengSun.(2019)Useofmulti-lexiconstoanalysesemanticfeaturesforsummarizationoftouringreviews.TheElectronicLibrary37:1,185-206.Onlinepublicationdate:4-Feb-2019.CrossrefChuhanWu,FangzhaoWu,SixingWu,ZhigangYuan,JunxinLiu,YongfengHuang.(2019)Semi-superviseddimensionalsentimentanalysiswithvariationalautoencoder.Knowledge-BasedSystems165,30-39.Onlinepublicationdate:1-Feb-2019.CrossrefCamilaSundermann,MarcosDomingues,RobertaSinoara,RicardoMarcacini,SolangeRezende.(2019)UsingOpinionMininginContext-AwareRecommenderSystems:ASystematicReview.Information10:2,42.Onlinepublicationdate:28-Jan-2019.CrossrefGianfrancoLombardo,PaoloFornacciari,MonicaMordonini,MicheleTomaiuolo,AgostinoPoggi.(2019)AMulti-AgentArchitectureforDataAnalysis.FutureInternet11:2,49.Onlinepublicationdate:18-Feb-2019.CrossrefXiaojiaPu,GangshanWu,ChunfengYuan.(2019)ExploringoverallopinionsfordocumentlevelsentimentclassificationwithstructuralSVM.MultimediaSystems25:1,21-33.Onlinepublicationdate:19-Apr-2017.CrossrefXiaojiaPu,GangshanWu,ChunfengYuan.(2019)User-awaretopicmodelingofonlinereviews.MultimediaSystems25:1,59-69.Onlinepublicationdate:19-Jun-2017.CrossrefKieuQueAnh,YukariNagai,LeMinhNguyen.(2019)ExtractingCustomerReviewsfromOnlineShoppingandItsPerspectiveonProductDesign.VietnamJournalofComputerScience06:01,43-56.Onlinepublicationdate:25-Feb-2019.CrossrefGianfrancoLombardo,PaoloFornacciari,MonicaMordonini,LauraSani,MicheleTomaiuolo.(2019)AcombinedapproachfortheanalysisofsupportgroupsonFacebook-thecaseofpatientsofhidradenitissuppurativa.MultimediaToolsandApplications78:3,3321-3339.Onlinepublicationdate:6-Sep-2018.CrossrefShubhamV.Pandey,A.V.Deorankar.(2019)AStudyofSentimentAnalysisTaskandIt'sChallenges.2019IEEEInternationalConferenceonElectrical,ComputerandCommunicationTechnologies(ICECCT),1-5.CrossrefDilshadAhmad,MuhammadAfzal,AbdurRauf.(2019)Analysisofwheatfarmers’riskperceptionsandattitudes:evidencefromPunjab,Pakistan.NaturalHazards95:3,845-861.Onlinepublicationdate:13-Nov-2018.CrossrefZ.Li,Z.G.Tian,J.W.Wang,W.M.Wang.(2019)Extractionofaffectiveresponsesfromcustomerreviews:anopinionminingandmachinelearningapproach.InternationalJournalofComputerIntegratedManufacturing16,1-16.Onlinepublicationdate:1-Feb-2019.CrossrefM.ElizabethHaywood,AnubhaMishra.(2019)Buildingacultureofbusinessanalytics:amarketinganalyticsexercise.InternationalJournalofEducationalManagement33:1,86-97.Onlinepublicationdate:7-Jan-2019.CrossrefCaglarKoylu,RyanLarson,BryceJ.Dietrich,Kang-PyoLee.(2019)CarSenToGram:geovisualtextanalyticsforexploringspatiotemporalvariationinpublicdiscourseonTwitter.CartographyandGeographicInformationScience46:1,57-71.Onlinepublicationdate:18-Sep-2018.CrossrefNargesTabari,MirsadHadzikadic.2019.ContextSensitiveSentimentAnalysisofFinancialTweets:ANewDictionary.IntelligentMethodsandBigDatainIndustrialApplications,367-374.CrossrefPrabhsimranSingh,RavinderSinghSawhney,KaranjeetSinghKahlon.2019.TwitterBasedSentimentAnalysisofGSTImplementationbyIndianGovernment.DigitalBusiness,409-427.CrossrefNidhiSingh,NonitaSharma,AkankshaJuneja.2019.SentimentScoreAnalysisforOpinionMining.MachineIntelligenceandSignalAnalysis,363-374.CrossrefP.Chiranjeevi,D.TejaSantosh,B.Vishnuvardhan.2019.SurveyonSentimentAnalysisMethodsforReputationEvaluation.CognitiveInformaticsandSoftComputing,53-66.CrossrefOmarAlqaryouti,NurSiyam,KhaledShaalan.2019.ASentimentAnalysisLexicalResourceandDatasetforGovernmentSmartAppsDomain.ProceedingsoftheInternationalConferenceonAdvancedIntelligentSystemsandInformatics2018,230-240.CrossrefHeribertMeffert,ChristophBurmann,ManfredKirchgeorg,MaikEisenbeiß.2019.InformationsgrundlagendesMarketing.Marketing,165-252.CrossrefG.Jalaja,C.Kavitha.2019.SentimentAnalysisforTextExtractedfromTwitter.IntegratedIntelligentComputing,CommunicationandSecurity,693-700.CrossrefSoonJyeKho,SwatiPadhee,GoonmeetBajaj,KrishnaprasadThirunarayan,AmitSheth.2019.Domain-SpecificUseCasesforKnowledge-EnabledSocialMediaAnalysis.EmergingResearchChallengesandOpportunitiesinComputationalSocialNetworkAnalysisandMining,233-246.CrossrefLuisGutiérrez,JuanBekios-Calfa,BrianKeith.2019.AReviewonBayesianNetworksforSentimentAnalysis.TrendsandApplicationsinSoftwareEngineering,111-120.CrossrefAnandS.Tewari,RaunakJain,JyotiP.Singh,AsimG.Barman.2019.PersonalizedProductRecommendationUsingAspect-BasedOpinionMiningofReviews.ProceedingsofInternationalEthicalHackingConference2018,443-453.CrossrefMuruganAnandarajan,ChelseyHill,ThomasNolan.2019.IntroductiontoTextAnalytics.PracticalTextAnalytics,1-11.CrossrefMuruganAnandarajan,ChelseyHill,ThomasNolan.2019.ModelingTextSentiment:LearningandLexiconModels.PracticalTextAnalytics,151-164.CrossrefNidhiSingh,NonitaSharma,AjayK.Sharma,AkankshaJuneja.2019.SentimentScoreAnalysisandTopicModellingforGSTImplementationinIndia.SoftComputingforProblemSolving,243-254.CrossrefRabiaNoureen,UsmanQamar,FarhanHassanKhan,IqraMuhammad.2019.InstaSent:ANovelFrameworkforSentimentAnalysisBasedonInstagramSelfies.IntelligentSystemsandApplications,323-336.CrossrefBehdennaSalima,BarigouFatiha,BelalemGhalem.2019.SentimentAnalysisofArabicTweets:OpinionTargetExtraction.ModellingandImplementationofComplexSystems,158-167.CrossrefPrabhsimranSingh,YogeshK.Dwivedi,KaranjeetSinghKahlon,RavinderSinghSawhney.2019.IntelligentMonitoringandControllingofPublicPoliciesUsingSocialMediaandCloudComputing.SmartWorking,LivingandOrganising,143-154.CrossrefDoaaMoheyEl-Din,MohamedHamedN.Taha,NourEldeenM.Khalifa.2019.TowardsObjective-DependentPerformanceAnalysisonOnlineSentimentReview.MachineLearningParadigms:TheoryandApplication,189-210.CrossrefRandaBenkhelifa,NasriaBouhyaoui,FatimaZohraLaallam.2019.AReal-TimeAspect-BasedSentimentAnalysisSystemofYouTubeCookingRecipes.MachineLearningParadigms:TheoryandApplication,233-251.CrossrefPakawanPugsee,VasineeNussiri,WansiriKittirungruang.2019.OpinionMiningforSkinCareProductsonTwitter.SoftComputinginDataScience,261-271.CrossrefBingkunWang,BingChen,LiMa,GaiyunZhou.(2019)User-PersonalizedReviewRatingPredictionMethodBasedonReviewTextContentandUser-ItemRatingMatrix.Information10:1,1.Onlinepublicationdate:20-Dec-2018.CrossrefTomášKincl,MichalNovák,JiříPřibil.(2019)ImprovingSentimentAnalysisPerformanceonMorphologicallyRichLanguages:LanguageandDomainIndependentApproach.ComputerSpeech&Language.Onlinepublicationdate:1-Jan-2019.CrossrefIsabelaR.R.daSilva,AnaC.E.S.Lima,RodrigoPasti,LeandroN.deCastro.2019.ClassifyingEmotionsinTwitterMessagesUsingaDeepNeuralNetwork.DistributedComputingandArtificialIntelligence,SpecialSessions,15thInternationalConference,283-290.CrossrefSaludMaríaJiménez-Zafra,M.TeresaMartín-Valdivia,M.DoloresMolina-González,L.AlfonsoUreña-López.(2019)Howdowetalkaboutdoctorsanddrugs?Sentimentanalysisinforumsexpressingopinionsformedicaldomain.ArtificialIntelligenceinMedicine93,50-57.Onlinepublicationdate:1-Jan-2019.CrossrefAnaCarolinaE.S.Lima,LeandroNunesdeCastro,King-waFu.(2019)TECLA:AtemperamentandpsychologicaltypepredictionframeworkfromTwitterdata.PLOSONE14:3,e0212844.CrossrefRashidKamal,MunamAliShah,CarstenMaple,MohsinMasood,AbdulWahid,AmjadMehmood.(2019)EmotionClassificationandCrowdSourceSensing;ALexiconbasedApproach.IEEEAccess,1-1.Onlinepublicationdate:1-Jan-2019.CrossrefQinjuanYang,YanghuiRao,HaoranXie,JiahaiWang,FuLeeWang,WaiHongChan,WaiHongChan.(2019)Segment-LevelJointTopic-SentimentModelforOnlineReviewAnalysis.IEEEIntelligentSystems34:1,43-50.Onlinepublicationdate:1-Jan-2019.CrossrefRuiWang,DeyuZhou,MingminJiang,JiashengSi,YangYang.(2019)ASurveyonOpinionMining:fromStancetoProductAspect.IEEEAccess,1-1.Onlinepublicationdate:1-Jan-2019.CrossrefSattamAlmatarneh,PabloGamallo.(2019)ComparingSupervisedMachineLearningStrategiesandLinguisticFeaturestoSearchforVeryNegativeOpinions.Information10:1,16.Onlinepublicationdate:4-Jan-2019.CrossrefLoaiAlnemer,BayanAlammouri,JamalAlsakran,OmarElAriss.2019.EnhancedClassificationofSentimentAnalysisofArabicReviews.NutzwertanalyseninMarketingundVertrieb,210-220.CrossrefThangTran,HungBa,Van-NamHuynh.2019.MeasuringHotelReviewSentiment:AnAspect-BasedSentimentAnalysisApproach.IntegratedUncertaintyinKnowledgeModellingandDecisionMaking,393-405.CrossrefHuyenTrangPhan,NgocThanhNguyen,VanCuongTran,DosamHwang.2019.AMethodforDetectingandAnalyzingtheSentimentofTweetsContainingConditionalSentences.IntelligentInformationandDatabaseSystems,177-188.CrossrefCatherineMarechal,DariuszMikołajewski,KrzysztofTyburek,PiotrProkopowicz,LamineBougueroua,CorinneAncourt,KatarzynaWęgrzyn-Wolska.2019.SurveyonAI-BasedMultimodalMethodsforEmotionDetection.High-PerformanceModellingandSimulationforBigDataApplications,307-324.CrossrefGuangyiLv,ShuaiWang,BingLiu,EnhongChen,KunZhang.2019.SentimentClassificationbyLeveragingtheSharedKnowledgefromaSequenceofDomains.DatabaseSystemsforAdvancedApplications,795-811.CrossrefXiangyingRan,YuanyuanPan,WeiSun,ChongjunWang.2019.ModelingMoreGlobally:AHierarchicalAttentionNetworkviaMulti-TaskLearningforAspect-BasedSentimentAnalysis.DatabaseSystemsforAdvancedApplications,505-509.CrossrefKevinLabille,SusanGauch,SultanAlfarhood.2019.TextMiningforWordSentimentDetection.KnowledgeDiscovery,KnowledgeEngineeringandKnowledgeManagement,149-170.CrossrefJonathasG.D.Harb,KarinBecker.2019.ComparingEmotionalReactionstoTerrorismEventsonTwitter.BigSocialDataandUrbanComputing,107-122.CrossrefEl-SayedM.El-Alfy,SadamAl-Azani.2019.StatisticalComparisonofOpinionSpamDetectorsinSocialMediawithImbalancedDatasets.SecurityinComputingandCommunications,157-167.CrossrefAdiDarliansyah,HermanMasindanoWandabwa,M.AsifNaeem,FarhaanMirza,RusselPears.2019.Long-TermTrendsinPublicSentimentinIndianDemonetisationPolicy.IntelligentTechnologiesandApplications,65-75.CrossrefAishwaryaShukla,WeiguangWang,Guodong(Gordon)Gao,RituAgarwal.(2019)CatchMeIfYouCan—DetectingFraudulentOnlineReviewsofDoctorsUsingDeepLearning.SSRNElectronicJournal.Onlinepublicationdate:1-Jan-2019.CrossrefWenxinLiang,ChengguangShen,XiaoLi,RyoNishide,IanPiumarta,HideyukiTakada.(2019)InfluenceMaximizationinSignedSocialNetworksWithOpinionFormation.IEEEAccess7,68837-68852.Onlinepublicationdate:1-Jan-2019.CrossrefPeimanBarnaghi,GeorgiosKontonatsios,NikBessis,YannisKorkontzelos.2019.AspectExtractionfromReviewsUsingConvolutionalNeuralNetworksandEmbeddings.NaturalLanguageProcessingandInformationSystems,409-415.CrossrefHuiShi,ZhongmingMa,DazhiChong,WuHe.2019.ImpactofSocialMediaonRealEstateSales.TheEcosystemofe-Business:Technologies,Stakeholders,andConnections,3-14.CrossrefGuohouShan,DongsongZhang,LinaZhou,JamesClavin.2019.HowtoSellYourHouseforMore?.TheEcosystemofe-Business:Technologies,Stakeholders,andConnections,91-98.CrossrefJieZhou,JimmyXiangjiHuang,QinChen,QinminVivianHu,TingtingWang,LiangHe.(2019)DeepLearningforAspect-LevelSentimentClassification:Survey,Vision,andChallenges.IEEEAccess7,78454-78483.Onlinepublicationdate:1-Jan-2019.CrossrefEugeneCh’ng,MengdiLi,ZiyangChen,JingboLang,SimonSee.2019.MultimodalApproachesinAnalysingandInterpretingBigSocialMediaData.MultimodalAnalyticsforNext-GenerationBigDataTechnologiesandApplications,361-391.CrossrefJesúsSilva,CarlosRondónRodriguez,CesarOspinoAbuabara,NadiaLeónCastro,LeidyPérezCoronell,HugoHernandez-P,OsmanRedondoBilbao,DanelysCabrera.2019.AlgorithmIntegrationBehaviorforDiscoveringGroupMembershipRules.AdvancesinSwarmIntelligence,29-38.CrossrefNicolaLettieri,AlfonsoGuarino,DelfinaMalandrino,RoccoZaccagnino.(2019)PlatformEconomyandTechno-Regulation—ExperimentingwithReputationandNudge.FutureInternet11:7,163.CrossrefBilalAbuSalih,PornpitWongthongtham,Seyed-Mehdi-RezaBeheshti,BehrangZajabbari.2019.TowardsaMethodologyforSocialBusinessIntelligenceintheEraofBigSocialDataIncorporatingTrustandSemanticAnalysis.ProceedingsoftheInternationalConferenceonDataEngineering2015(DaEng-2015),519-527.CrossrefR.Arulmurugan,K.R.Sabarmathi,H.Anandakumar.(2019)Classificationofsentencelevelsentimentanalysisusingcloudmachinelearningtechniques.ClusterComputing22:S1,1199-1209.Onlinepublicationdate:27-Sep-2017.CrossrefSongwenPei,LuluWang,TianmaShen,ZhongNing.2019.DA-BERT:EnhancingPart-of-SpeechTaggingofAspectSentimentAnalysisUsingBERT.AdvancedParallelProcessingTechnologies,86-95.CrossrefFernandoLoizides,KathrynJones,CarinaGirvan,HelenedeRibaupierre,LiamTurner,CeriBailey,AndyLloyd.2019.CrowdsourcingReal-WorldFeedbackforHuman–ComputerInteractionEducation.MacrotaskCrowdsourcing,233-252.CrossrefAytuğOnan.2019.DeepLearningBasedSentimentAnalysisonProductReviewsonTwitter.BigDataInnovationsandApplications,80-91.CrossrefSandeepaKannangara,WayneWobcke.2019.WeaklySupervisedJointEntity-Sentiment-IssueModelforPoliticalOpinionMining.PRICAI2019:TrendsinArtificialIntelligence,568-581.CrossrefMurtadhaAhmed,QunChen,YanyanWang,ZhanhuaiLi.2019.Hint-EmbeddingAttention-BasedLSTMforAspectIdentificationSentimentAnalysis.PRICAI2019:TrendsinArtificialIntelligence,569-581.CrossrefHarneetKaurJanda,AtishPawar,ShanDu,VijayMago.(2019)Syntactic,SemanticandSentimentAnalysis:TheJointEffectonAutomatedEssayEvaluation.IEEEAccess7,108486-108503.Onlinepublicationdate:1-Jan-2019.CrossrefJulioMartínezZárate,SandraMateusSantiago.2019.SentimentAnalysisThroughMachineLearningfortheSupportonDecision-MakinginJobInterviews.HCIInternational2019–LateBreakingPapers,202-213.CrossrefHerbertLarocaPinto,VitorRocio.2019.CombiningSentimentAnalysisScorestoImproveAccuracyofPolarityClassificationinMOOCPosts.ProgressinArtificialIntelligence,35-46.CrossrefDongWang,TingwenLiu,BinWang.2019.RevisingAttentionwithPositionforAspect-LevelSentimentClassification.ArtificialNeuralNetworksandMachineLearning–ICANN2019:TextandTimeSeries,130-142.CrossrefMinghuiYan,ChangjianWang,YingSha.2019.CapturingUserandProductInformationforSentimentClassificationviaHierarchicalSeparatedAttentionandNeuralCollaborativeFiltering.ArtificialNeuralNetworksandMachineLearning–ICANN2019:TextandTimeSeries,104-116.CrossrefChangliangLi,HailiangWang,SaikeHe.2019.AspectLevelSentimentAnalysiswithAspectAttention.TrendsandApplicationsinKnowledgeDiscoveryandDataMining,243-254.CrossrefBarkhaBansal,SangeetSrivastava.(2019)Hybridattributebasedsentimentclassificationofonlinereviewsforconsumerintelligence.AppliedIntelligence49:1,137-149.Onlinepublicationdate:15-Sep-2018.CrossrefPrabhsimranSingh,KuldeepKumar,KaranjeetSinghKahlon,RavinderSinghSawhney.2019.CanTweetsPredictElectionResults?InsightsfromTwitterAnalytics.AdvancedInformaticsforComputingResearch,271-281.CrossrefZihangZeng,JuntengMa,MinpingChen,XiaLi.2019.JointLearningforAspectCategoryDetectionandSentimentAnalysisinChineseReviews.InformationRetrieval,108-120.CrossrefJunleiWu,JiangMing,MinZhang.2019.,44.CrossrefBibiAmina,TayyabaAzim.(2019)SCANCPECLENS:AFrameworkforAutomaticLexiconGenerationandSentimentAnalysisofMicroBloggingDataonChinaPakistanEconomicCorridor.IEEEAccess7,133876.CrossrefSmitaBhanap,SeemaBabrekar.(2019)FeatureSelectionandPolarityClassificationUsingMachineLearningAlgorithmsNB&SVM.SSRNElectronicJournal.CrossrefHaoFei,YafengRen,DonghongJi.2019.,647.CrossrefAoFeng,ZhenghaoChen,ShuangZhou,XiWu.(2019),1.CrossrefJunjieChen,HongxuHou,YatuJi,JingGao.(2019),1.CrossrefNingLi,Chi-YinChow,Jia-DongZhang.(2019),2751.CrossrefFeiLong,KaiZhou,WeihuaOu.(2019)SentimentAnalysisofTextBasedonBidirectionalLSTMWithMulti-HeadAttention.IEEEAccess7,141960-141969.Onlinepublicationdate:1-Jan-2019.CrossrefOmarRodríguezLópez,GuillermodeJesúsHoyosRivera.2019.ASimplebutPowerfulWordPolarityClassificationModel.AdvancesinSoftComputing,51-62.CrossrefDanielPalomino,JoséOchoa-Luna.2019.AdvancedTransferLearningApproachforImprovingSpanishSentimentAnalysis.AdvancesinSoftComputing,112-123.CrossrefZhengjieGao,AoFeng,XinyuSong,XiWu.(2019)Target-DependentSentimentClassificationWithBERT.IEEEAccess7,154290-154299.Onlinepublicationdate:1-Jan-2019.CrossrefMohamedElhagMohamedAbo,RamGopalRaj,AtikaQazi.(2019)AreviewonArabicSentimentAnalysis:State-of-the-Art,TaxonomyandOpenResearchChallenges.IEEEAccess,1-1.Onlinepublicationdate:1-Jan-2019.CrossrefRafaelJosédeAlencarAlmeida,DárlintonBarbosaFeresCarvalho.2019.InteractiveAnalysisoftheDiscussionfromaVirtualCommunityonNeuroscience.ComputationalNeuroscience,59-78.CrossrefYangGao,JianxunLiu,PeiLi,DongZhou.(2019)CE-HEAT:AnAspect-LevelSentimentClassificationApproachWithCollaborativeExtractionHierarchicalAttentionNetwork.IEEEAccess7,168548-168556.Onlinepublicationdate:1-Jan-2019.CrossrefJosimarEdinsonChireSaire.2019.BuildingDengueSensorsforBrazilUsingaSocialNetworkandTextMining.ApplicationsofComputationalIntelligence,69-77.CrossrefJunjieChen,HongxuHou,JingGao,YatuJi,TiangangBai,YiJing.2019.GCNDA:GraphConvolutionalNetworkswithDualAttentionMechanismsforAspectBasedSentimentAnalysis.NeuralInformationProcessing,189-197.CrossrefSumayaAleidi,DaliaAlsuhaibani,NoraAlrajebah,HebaKurdi.2019.ATweet-RankingSystemUsingSentimentScoresandPopularityMeasures.AdvancesinDataScience,CyberSecurityandITApplications,162-169.CrossrefBirgerLantow,JulianSchmitt,FabienneLambusch.2019.MiningPersonalServiceProcesses:TheSocialPerspective.BusinessProcessManagementWorkshops,317-325.CrossrefJunjieChen,HongxuHou,JingGao,YatuJi,TiangangBai.2019.RGCN:RecurrentGraphConvolutionalNetworksforTarget-DependentSentimentAnalysis.KnowledgeScience,EngineeringandManagement,667-675.CrossrefDivamGupta,KushagraSingh,SoumenChakrabarti,TanmoyChakraborty.2019.Multi-taskLearningforTarget-DependentSentimentClassification.AdvancesinKnowledgeDiscoveryandDataMining,185-197.CrossrefKrishnaKumarMohbey,BrijeshBakariya,VishakhaKalal.2019.AStudyandComparisonofSentimentAnalysisTechniquesUsingDemonetization.SentimentAnalysisandKnowledgeDiscoveryinContemporaryBusiness,1-14.CrossrefDilipSinghSisodia,RitvikaReddy.2019.AnalysisofPublicSentimentsAboutMegaOnlineSaleUsingTweetsonBigBillionsDaySale.SentimentAnalysisandKnowledgeDiscoveryinContemporaryBusiness,59-76.CrossrefVishalVyas,V.Uma.2019.OpenIssuesinOpinionMining.ExtractingKnowledgeFromOpinionMining,283-297.CrossrefErandiLakshika,MichaelBarlow.2019.ComputationalIntelligenceApproachestoComputationalAesthetics.AdvancedMethodologiesandTechnologiesinArtificialIntelligence,ComputerSimulation,andHuman-ComputerInteraction,81-92.CrossrefTetianaShmelova,YuliyaSikirda,NinaRizun,VitaliyLazorenko,VolodymyrKharchenko.2019.MachineLearningandTextAnalysisinanArtificialIntelligentSystemfortheTrainingofAirTrafficControllers.AutomatedSystemsintheAviationandAerospaceIndustries,1-50.CrossrefKehuaYang,ChenglinLiao,WeiZhang.2019.ASentimentClassificationModelBasedonMultipleMulti-classifierSystems.ArtificialIntelligenceandSecurity,287-298.CrossrefCarstenSchwemmer,SebastianJungkunz.(2019)Whoseideasareworthspreading?TherepresentationofwomenandethnicgroupsinTEDtalks.PoliticalResearchExchange1:1,1-23.Onlinepublicationdate:3-Sep-2019.CrossrefUrošGodnov,TjašaRedek.(2019)Theuseofuser-generatedcontentforbusinessintelligenceintourism:insightsfromananalysisofCroatianhotels.EconomicResearch-EkonomskaIstraživanja32:1,2455-2480.Onlinepublicationdate:18-Aug-2019.CrossrefSylviaJaki,TomDeSmedt,MajaGwóźdź,RudreshPanchal,AlexanderRossa,GuyDePauw.(2019)OnlinehatredofwomenintheIncels.meforum.JournalofLanguageAggressionandConflict7:2,240-268.Onlinepublicationdate:8-Jul-2019.CrossrefThiagodeOliveiraLima,MethaniasColaçoJúnior,KleberH.deJ.Prado,AdalbertodosS.Júnior.2019.ABigDataExperimenttoAssesstheEffectivenessofDeepLearningNeuralNetworksintheMiningofSustainableAspectsoftheHotelsClientsOpinions.16thInternationalConferenceonInformationTechnology-NewGenerations(ITNG2019),201-207.CrossrefDuncanC.Peacock,HabibUllahKhan.2019.EffectivenessofSocialMediaSentimentAnalysisToolswiththeSupportofEmoticon/Emoji.16thInternationalConferenceonInformationTechnology-NewGenerations(ITNG2019),491-494.CrossrefMiroslawMoroz.(2019)TendencytoUsetheVirtualFittingRoominGenerationY-ResultsofQualitativeStudy.FoundationsofManagement11:1,239-254.Onlinepublicationdate:20-Nov-2019.CrossrefBogeunJo,KyungBaePark,SungHoHa.2019.TheBRAVO:AFrameworkofBuildingReputationAnalyticsfromVoiceOnline.AdvancesandTrendsinArtificialIntelligence.FromTheorytoPractice,777-790.CrossrefAmrMansourMohsen,AmiraM.Idrees,HeshamAhmedHassan.(2019)EmotionAnalysisforOpinionMiningFromText.InternationalJournalofe-Collaboration15:1,38-58.Onlinepublicationdate:1-Jan-2019.CrossrefCharuGupta,AmitaJain,NisheethJoshi.(2019)DE-ForABSA.InternationalJournalofInformationRetrievalResearch9:1,33-49.Onlinepublicationdate:1-Jan-2019.CrossrefSintSintAung.(2019)AnalysisonOpinionWordsExtractioninElectronicProductReviews.InternationalJournalofSystemsandSoftwareSecurityandProtection10:1,47-61.Onlinepublicationdate:1-Jan-2019.CrossrefTuan-Linh

Nguyen,SwathiKavuri,MinhoLee,SeongOunHwang.(2018)Afuzzyconvolutionalneuralnetworkfortextsentimentanalysis.JournalofIntelligent&FuzzySystems35:6,6025-6034.Onlinepublicationdate:24-Dec-2018.CrossrefManfredStede,JodiSchneider.(2018)ArgumentationMining.SynthesisLecturesonHumanLanguageTechnologies11:2,1-191.Onlinepublicationdate:20-Dec-2018.Abstract|PDF(4976KB)|PDFPlus(3601KB)PrabhsimranSingh,KaranjeetSinghKahlon,RavinderSinghSawhney,RajanVohra,SukhmanjitKaur.(2018)Socialmediabuzzcreatedby#nanotechnology:insightsfromTwitteranalytics.NanotechnologyReviews7:6,521-528.Onlinepublicationdate:31-Oct-2018.CrossrefLisaM.Young,SwapnilRajendraGavade.(2018)Translatingemotionalinsightsfromhospitalityemployees’comments.InternationalHospitalityReview32:1,75-92.Onlinepublicationdate:3-Dec-2018.CrossrefAlexM.G.Almeida,RicardoCerri,EmersonCabreraParaiso,RafaelGomesMantovani,SylvioBarbonJunior.(2018)Applyingmulti-labeltechniquesinemotionidentificationofshorttexts.Neurocomputing320,35-46.Onlinepublicationdate:1-Dec-2018.CrossrefF.Steiner-Correa,M.I.Viedma-del-Jesus,A.G.Lopez-Herrera.(2018)Asurveyofmultilingualhuman-taggedshortmessagedatasetsforsentimentanalysistasks.SoftComputing22:24,8227-8242.Onlinepublicationdate:12-Aug-2017.CrossrefNinaRizun,YuriiTaranenko,WojciechWaloszek.(2018)ImprovingtheAccuracyinSentimentClassificationintheLightofModellingtheLatentSemanticRelations.Information9:12,307.Onlinepublicationdate:4-Dec-2018.CrossrefRodrigoAgerri,GermanRigau.(2018)Languageindependentsequencelabellingforopiniontargetextraction.ArtificialIntelligence.Onlinepublicationdate:1-Dec-2018.CrossrefNaaimaBoudad,RdouanFaizi,RachidOuladHajThami,RaddouaneChiheb.(2018)SentimentanalysisinArabic:Areviewoftheliterature.AinShamsEngineeringJournal9:4,2479-2490.Onlinepublicationdate:1-Dec-2018.CrossrefShangjingLin,JianguoYu,JiMa.(2018)BigDataDrivenMobileCellularNetworks:Modelling,Experiments,andApplications.IOPConferenceSeries:MaterialsScienceandEngineering466,012074.Onlinepublicationdate:28-Dec-2018.CrossrefJohannesZenkert,AndréKlahold,MadjidFathi.(2018)Knowledgediscoveryinmultidimensionalknowledgerepresentationframework.IranJournalofComputerScience1:4,199-216.Onlinepublicationdate:4-Apr-2018.CrossrefShubhamKumarJain,PardeepSingh.(2018)SystematicSurveyonSentimentAnalysis.2018FirstInternationalConferenceonSecureCyberComputingandCommunication(ICSCCC),561-565.CrossrefSatanikMitra,MamataJenamani.(2018)SentiCon:AConceptBasedFeatureSetForSentimentAnalysis.2018IEEE13thInternationalConferenceonIndustrialandInformationSystems(ICIIS),246-250.CrossrefSupreethSAngadi,RachanaH,SowmyaBJ,SeemaS.(2018)ApplicationofImageProcessingandMachineLearningforSmartRestaurants.20183rdInternationalConferenceonComputationalSystemsandInformationTechnologyforSustainableSolutions(CSITSS),292-298.CrossrefShandroChakraborty,IftekharulMobin,AbhijeetRoy,MobtasimHasanKhan.(2018)RatingGenerationofVideoGamesusingSentimentAnalysisandContextualPolarityfromMicroblog.2018InternationalConferenceonComputationalTechniques,ElectronicsandMechanicalSystems(CTEMS),157-161.CrossrefXiuyuDuan,YanquanZhou,ChunzhenJing,LiujieZhang,RuiqiChen.(2018)Cross-domainSentimentClassificationBasedonTransferLearningandAdversarialNetwork.2018IEEE4thInternationalConferenceonComputerandCommunications(ICCC),2302-2306.CrossrefQianqianWang,YangPeng.(2018)Attribute-basedSentimentAnalysisforRecommendation.2018IEEE4thInternationalConferenceonComputerandCommunications(ICCC),2322-2326.CrossrefYapingYin,YijieShi.(2018)SentimentClassificationBasedonSpecificTarget.2018IEEE4thInternationalConferenceonComputerandCommunications(ICCC),2317-2321.CrossrefWenZhang,DanielR.Fesenmaier.(2018)Assessingemotionsinonlinestories:comparingself-reportandtext-basedapproaches.InformationTechnology&Tourism20:1-4,83-95.Onlinepublicationdate:17-Sep-2018.CrossrefSchulzWladislav,ZenkertJohannes,WeberChristian,KlaholdAndre,FathiMadjid.(2018)Sentilyzer:Aspect-OrientedSentimentAnalysisofProductReviews.2018InternationalConferenceonComputationalScienceandComputationalIntelligence(CSCI),270-273.CrossrefJesúsM.Almendros-Jiménez,AntonioBecerra-Terón,GinésMoreno.(2018)FuzzyqueriesofsocialnetworkswithFSA-SPARQL.ExpertSystemswithApplications113,128-146.Onlinepublicationdate:1-Dec-2018.CrossrefReddyNaidu,SantoshKumarBharti,KorraSathyaBabu.(2018)BuildingSentiPhraseNetforSentimentAnalysisinTelugu.201815thIEEEIndiaCouncilInternationalConference(INDICON),1-6.CrossrefAndriusMudinas,DellZhang,MarkLevene.(2018)BootstrapDomain-SpecificSentimentClassifiersfromUnlabeledCorpora.TransactionsoftheAssociationforComputationalLinguistics6,269-285.Onlinepublicationdate:1-Dec-2018.CrossrefCatherineH.Saunders,CurtisL.Petersen,Marie-AnneDurand,PamelaJ.Bagley,GlynElwyn.(2018)BringontheMachines:CouldMachineLearningImprovetheQualityofPatientEducationMaterials?ASystematicSearchandRapidReview.JCOClinicalCancerInformatics:2,1-16.Onlinepublicationdate:1-Dec-2018.CrossrefJinWang,BoPeng,XuejieZhang.(2018)UsingastackedresidualLSTMmodelforsentimentintensityprediction.Neurocomputing322,93-101.Onlinepublicationdate:1-Dec-2018.CrossrefMuhammadHassanArif,JianxinLi,MuhammadIqbal,KaixuLiu.(2018)Sentimentanalysisandspamdetectioninshortinformaltextusinglearningclassifiersystems.SoftComputing22:21,7281-7291.Onlinepublicationdate:15-Jul-2017.CrossrefBHIswanto,VPoerwoto.(2018)SentimentanalysisonBahasaIndonesiatweetsusingUnibigrammodelsandmachinelearningtechniques.IOPConferenceSeries:MaterialsScienceandEngineering434,012255.Onlinepublicationdate:3-Dec-2018.CrossrefJimmyXiangjiHuang,BenHe,JiashuZhao.(2018)Miningauthoritativeandtopicalevidencefromtheblogosphereforimprovingopinionretrieval.InformationSystems78,199-213.Onlinepublicationdate:1-Nov-2018.CrossrefPhuX.V.Nguyen,ThamT.T.Hong,KietVanNguyen,NganLuu-ThuyNguyen.(2018)DeepLearningversusTraditionalClassifiersonVietnameseStudents’FeedbackCorpus.20185thNAFOSTEDConferenceonInformationandComputerScience(NICS),75-80.Crossref.(2018)‘’.LanguageFactsandPerspectives45:null,111-132.Onlinepublicationdate:1-Nov-2018.CrossrefTaoLi,LeiLin,MinsooChoi,KaimingFu,SiyuanGong,JianWang.(2018)YouTubeAV50K:AnAnnotatedCorpusforCommentsinAutonomousVehicles.2018InternationalJointSymposiumonArtificialIntelligenceandNaturalLanguageProcessing(iSAI-NLP),1-5.CrossrefPeijunYang,HaibinCai,ZhimingZheng.(2018)ImprovingtheQualityofCrowdsourcingLabelsbyCombinationofGoldenDataandIncentive.201812thIEEEInternationalConferenceonAnti-counterfeiting,Security,andIdentification(ASID),10-15.CrossrefNamKilIm.(2018)TheParadoxof‘Huhoy’(regret)-ACorpusLinguisticsApproachofSentimentExpressions-.JournalofKorealexnull:32,7-34.Onlinepublicationdate:1-Nov-2018.CrossrefBambangPiluHartato,TriAstuti,IrnawatiPratika,RizkiWahyudi,IrfanSantiko,AndiDwiRiyanto.(2018)ArtificialNeuralNetworkUtilizationforAnalyzingSentimentPolarityinElectronicsProductReviews.20183rdInternationalConferenceonInformationTechnology,InformationSystemandElectricalEngineering(ICITISEE),209-214.CrossrefSenaWijayanto,MasayuLeyliaKhodra.(2018)BusinessIntelligenceAccordingtoAspect-BasedSentimentAnalysisusingDoublePropagation.20183rdInternationalConferenceonInformationTechnology,InformationSystemandElectricalEngineering(ICITISEE),105-109.CrossrefQingfengPan,XianghanZheng,GuolongChen.(2018)AMix-modelbasedDeepLearningforTextSentimentAnalysis.2018InternationalConferenceonCloudComputing,BigDataandBlockchain(ICCBB),1-6.CrossrefAsadAbdi,SitiMariyamShamsuddin,ShafaatunnurHasan,JalilPiran.(2018)Machinelearning-basedmulti-documentssentiment-orientedsummarizationusinglinguistictreatment.ExpertSystemswithApplications109,66-85.Onlinepublicationdate:1-Nov-2018.CrossrefAnnisaMaulidaNingtyas,GunturBudiHerwanto.(2018)TheInfluenceofNegationHandlingonSentimentAnalysisinBahasaIndonesia.20185thInternationalConferenceonDataandSoftwareEngineering(ICoDSE),1-6.CrossrefBhaskarDhariyal,VadlamaniRavi,KumarRavi.(2018)SentimentanalysisviaDoc2VecandConvolutionalNeuralNetworkhybrids.2018IEEESymposiumSeriesonComputationalIntelligence(SSCI),666-671.CrossrefYingjieHu.(2018)Geo‐textdataanddata‐drivengeospatialsemantics.GeographyCompass12:11.Onlinepublicationdate:11-Sep-2018.CrossrefMengdiLi,EugeneCh’ng,AlainYeeLoongChong,SimonSee.(2018)Multi-classTwittersentimentclassificationwithemojis.IndustrialManagement&DataSystems118:9,1804-1820.Onlinepublicationdate:15-Oct-2018.CrossrefPatrickCollins,EmerMulligan,MaryCawley.(2018)Businessimpactsofeventhosting:evidencefromtheVolvoOceanRaceFinaleinGalway2012.InternationalJournalofEventandFestivalManagement9:3,297-315.Onlinepublicationdate:8-Oct-2018.CrossrefMohamedM.Mostafa.(2018)Miningandmappinghalalfoodconsumers:Ageo-locatedTwitteropinionpolarityanalysis.JournalofFoodProductsMarketing24:7,858-879.Onlinepublicationdate:22-Dec-2017.CrossrefJochenHausler,JessicaRuscheinsky,MarcelLang.(2018)News-basedsentimentanalysisinrealestate:amachinelearningapproach.JournalofPropertyResearch35:4,344-371.Onlinepublicationdate:28-Nov-2018.CrossrefTheodoreT.Allen,ZhenhuanSui,KavehAkbari.(2018)Exploratorytextdataanalysisforqualityhypothesisgeneration.QualityEngineering30:4,701-712.Onlinepublicationdate:29-Oct-2018.CrossrefJ.RexilineRagini,P.M.RubeshAnand,VidhyacharanBhaskar.(2018)Bigdataanalyticsfordisasterresponseandrecoverythroughsentimentanalysis.InternationalJournalofInformationManagement42,13-24.Onlinepublicationdate:1-Oct-2018.CrossrefRicardoMarcondesMarcacini,RafaelGeraldeliRossi,IvonePenqueMatsuno,SolangeOliveiraRezende.(2018)Cross-domainaspectextractionforsentimentanalysis:Atransductivelearningapproach.DecisionSupportSystems114,70-80.Onlinepublicationdate:1-Oct-2018.CrossrefBingkunWang,ShufengXiong,YongfengHuang,XingLi.(2018)ReviewRatingPredictionBasedonUserContextandProductContext.AppliedSciences8:10,1849.Onlinepublicationdate:9-Oct-2018.CrossrefSattamAlmatarneh,PabloGamallo.(2018)AComparativeStudyofPolarityLexiconstoIdentifyExtremeOpinions.2018FifthInternationalConferenceonSocialNetworksAnalysis,ManagementandSecurity(SNAMS),296-301.CrossrefAdityaVijayvergia,KrishanKumar.(2018)STAR:ratingofreviewSbyexploitingvariationinemoTionsusingtrAnsferleaRningframework.2018ConferenceonInformationandCommunicationTechnology(CICT),1-6.CrossrefHarshaliP.Patil,MohammadAtique.(2018)AA-CDNB:adaptiveautoregressiveCAVIAR-dragonflyoptimizationwithNaiveBayesforreasonidentification.EvolutionaryIntelligence11:1-2,3-17.Onlinepublicationdate:4-Jul-2018.CrossrefFransiskaJesintaPinem,RachmaditaAndreswari,MuhammadAzaniHasibuan.(2018)SentimentAnalysistoMeasureCelebrityEndorsment’sEffectusingSupportVectorMachineAlgorithm.20185thInternationalConferenceonElectricalEngineering,ComputerScienceandInformatics(EECSI),690-695.CrossrefBudiMMulyo,DwiHWidyantoro.(2018)Aspect-BasedSentimentAnalysisApproachwithCNN.20185thInternationalConferenceonElectricalEngineering,ComputerScienceandInformatics(EECSI),142-147.CrossrefKevinM.Situmorang,AchmadN.Hidayanto,AlfanF.Wicaksono,ArlisaYuliawati.(2018)AnalysisonCustomerSatisfactionDimensionsinPeer-to-PeerAccommodationusingLatentDirichletAllocation:ACaseStudyofAirbnb.20185thInternationalConferenceonElectricalEngineering,ComputerScienceandInformatics(EECSI),542-547.CrossrefJohanFernquist,LisaKaati.(2018)OnlineMonitoringofLargeEvents.2018EuropeanIntelligenceandSecurityInformaticsConference(EISIC),47-53.CrossrefKaiShuang,ZhixuanZhang,HaoGuo,JonathanLoo.(2018)AsentimentinformationCollector–Extractorarchitecturebasedneuralnetworkforsentimentanalysis.InformationSciences467,549-558.Onlinepublicationdate:1-Oct-2018.CrossrefYi-HungLiu,Yen-LiangChen.(2018)Atwo-phasesentimentanalysisapproachforjudgementprediction.JournalofInformationScience44:5,594-607.Onlinepublicationdate:28-Jul-2017.CrossrefWandeepKaur,VimalaBalakrishnan.(2018)Improvingsentimentscoringmechanism:acasestudyonairlineservices.IndustrialManagement&DataSystems118:8,1578-1596.Onlinepublicationdate:10-Sep-2018.CrossrefHeng-LiYang,AugustF.Y.Chao.(2018)Sentimentannotationsforreviews:aninformationqualityperspective.OnlineInformationReview42:5,579-594.Onlinepublicationdate:10-Sep-2018.CrossrefMarkL.Cabling,JeanineW.Turner,AlejandraHurtado-de-Mendoza,YihongZhang,XinyangJiang,FabrizioDrago,VanessaB.Sheppard.(2018)SentimentAnalysisofanOnlineBreastCancerSupportGroup:CommunicatingaboutTamoxifen.HealthCommunication33:9,1158-1165.Onlinepublicationdate:5-Jul-2017.CrossrefMohsenNajafzadeh,,SaeedRahatiQuchan,,RezaGhaemi,.(2018)ASemi-supervisedFrameworkBasedonSelf-constructedAdaptiveLexiconforPersianSentimentAnalysis.SignalandDataProcessing15:2,89-102.Onlinepublicationdate:1-Sep-2018.CrossrefZijadKurtanović,WalidMaalej.(2018)Onuserrationaleinsoftwareengineering.RequirementsEngineering23:3,357-379.Onlinepublicationdate:6-Apr-2018.CrossrefYafengRen,DonghongJi,HanRen.(2018)Context-augmentedconvolutionalneuralnetworksfortwittersarcasmdetection.Neurocomputing308,1-7.Onlinepublicationdate:1-Sep-2018.CrossrefAndrewB.Speer.(2018)Quantifyingwithwords:Aninvestigationofthevalidityofnarrative-derivedperformancescores.PersonnelPsychology71:3,299-333.Onlinepublicationdate:24-Mar-2018.CrossrefUrazYavanoglu,TahaYasinIbisoglu,SetraGenyangWıcana.(2018)SarcasmDetectionAlgorithms.InternationalJournalofSemanticComputing12:03,457-478.Onlinepublicationdate:20-Sep-2018.CrossrefMartaNave,PauloRita,JoãoGuerreiro.(2018)Adecisionsupportsystemframeworktotrackconsumersentimentsinsocialmedia.JournalofHospitalityMarketing&Management27:6,693-710.Onlinepublicationdate:22-Feb-2018.CrossrefShrawanKumarTrivedi,ShubhamoyDey,AnilKumar.(2018)CapturingusersentimentsforonlineIndianmoviereviews.TheElectronicLibrary36:4,677-695.Onlinepublicationdate:6-Aug-2018.CrossrefMilagrosFernández-Gavilanes,JonathanJuncal-Martínez,SilviaGarcía-Méndez,EnriqueCosta-Montenegro,FranciscoJavierGonzález-Castaño.(2018)Creatingemojilexicafromunsupervisedsentimentanalysisoftheirdescriptions.ExpertSystemswithApplications103,74-91.Onlinepublicationdate:1-Aug-2018.CrossrefYanminXiang,HongyeHe,JinZheng.(2018)AspectTermExtractionBasedonMFE-CRF.Information9:8,198.Onlinepublicationdate:3-Aug-2018.CrossrefKiljaeLee,ChunyanYu.(2018)Assessmentofairportservicequality:AcomplementaryapproachtomeasureperceivedservicequalitybasedonGooglereviews.JournalofAirTransportManagement71,28-44.Onlinepublicationdate:1-Aug-2018.CrossrefVarunAgarwal,PratikAher,VinayaSawant.(2018)AutomatedAspectExtractionandAspectOrientedSentimentAnalysisonHotelReviewDatasets.2018FourthInternationalConferenceonComputingCommunicationControlandAutomation(ICCUBEA),1-4.CrossrefN.NimaHaghighi,XiaoyueCathyLiu,RanWei,WenwenLi,HuShao.(2018)UsingTwitterdatafortransitperformanceassessment:aframeworkforevaluatingtransitriders’opinionsaboutqualityofservice.PublicTransport10:2,363-377.Onlinepublicationdate:22-Aug-2018.CrossrefWirginiaDoryń.(2018)Analysisofthetoneofdiscussionsatthedecision-makingmeetingsoftheMonetaryPolicyCouncil.WiadomościStatystyczne.ThePolishStatistician63:7,72-85.Onlinepublicationdate:27-Jul-2018.CrossrefAliHamdi,KhaledShaban,AnazidaZainal.(2018)CLASENTI.ACMTransactionsonAsianandLow-ResourceLanguageInformationProcessing17:4,1-28.Onlinepublicationdate:21-Jul-2018.CrossrefKh.MuhammadShafi,MuzafarRasoolBhat,TariqAhmadLone.(2018)Sentimentanalysisofprintmediacoverageusingdeepneuralnetworking.JournalofStatisticsandManagementSystems21:4,519-527.Onlinepublicationdate:19-Jun-2018.CrossrefHanjunLee,JinyoungHan,YongmooSuh.(2018)Customer-favourableideaversuscompany-adoptableidea:comparativeanalysisthroughelaborationlikelihoodmodel.Innovation20:3,277-298.Onlinepublicationdate:21-Mar-2018.CrossrefW.M.Wang,Z.Li,LayneLiu,Z.G.Tian,EricTsui.(2018)Miningofaffectiveresponsesandaffectiveintentionsofproductsfromunstructuredtext.JournalofEngineeringDesign29:7,404-429.Onlinepublicationdate:12-Mar-2018.CrossrefAndra-SelinaPietsch,StefanLessmann.(2018)Topicmodelingforanalyzingopen-endedsurveyresponses.JournalofBusinessAnalytics1:2,93-116.Onlinepublicationdate:16-Apr-2019.CrossrefGichangLee,JaeyunJeong,SeungwanSeo,CzangYeobKim,PilsungKang.(2018)Sentimentclassificationwithwordlocalizationbasedonweaklysupervisedlearningwithaconvolutionalneuralnetwork.Knowledge-BasedSystems152,70-82.Onlinepublicationdate:1-Jul-2018.CrossrefJianqiangHao,HongyingDai.(2018)PaydayLoanMarketinginSocialMediaNetworks.JournalofConsumerAffairs52:2,441-451.Onlinepublicationdate:17-May-2017.CrossrefAnandKonjengbam,NeeleshDewangan,NagendraKumar,ManishSingh.(2018)Aspectontologybasedreviewexploration.ElectronicCommerceResearchandApplications30,62-71.Onlinepublicationdate:1-Jul-2018.CrossrefSheikhShahMohammadMotiurRahman,Md.HabiburRahman,KaushikSarker,Md.SamadurRahman,NazmulAhsan,M.MesbahuddinSarker.(2018)SupervisedEnsembleMachineLearningAidedPerformanceEvaluationofSentimentClassification.JournalofPhysics:ConferenceSeries1060,012036.Onlinepublicationdate:23-Jul-2018.CrossrefSevincIlhanOmurca,EkinEkinci.(2018)UsingAdjustedLaplaceSmoothingtoExtractImplicitAspectsfromTurkishHotelReviews.2018InnovationsinIntelligentSystemsandApplications(INISTA),1-6.CrossrefMohammadAl-Smadi,OmarQawasmeh,MahmoudAl-Ayyoub,YaserJararweh,BrijGupta.(2018)DeepRecurrentneuralnetworkvs.supportvectormachineforaspect-basedsentimentanalysisofArabichotels’reviews.JournalofComputationalScience27,386-393.Onlinepublicationdate:1-Jul-2018.CrossrefQingqingZhou,ChengzhiZhang.(2018)DetectingUsers'DietaryPreferencesandTheirEvolutionsviaChineseSocialMedia.JournalofDatabaseManagement29:3,89-110.Onlinepublicationdate:1-Jul-2018.CrossrefSrinidhiHiriyannaiah,G.M.Siddesh,K.G.Srinivasa.(2018)Real-TimeStreamingDataAnalysisUsingaThree-WayClassificationMethodforSentimentalAnalysis.InternationalJournalofInformationTechnologyandWebEngineering13:3,99-111.Onlinepublicationdate:1-Jul-2018.CrossrefBapujiRao.(2018)AnApproachtoOpinionMininginCommunityGraphUsingGraphMiningTechniques.InternationalJournalofSyntheticEmotions9:2,94-110.Onlinepublicationdate:1-Jul-2018.CrossrefRamonRodrigues,CelsoG.Camilo-Junior,ThiersonRosa.(2018)Ataxonomyforsentimentanalysisfield.InternationalJournalofWebInformationSystems14:2,193-211.Onlinepublicationdate:18-Jun-2018.CrossrefMeenaRambocas,BarneyG.Pacheco.(2018)Onlinesentimentanalysisinmarketingresearch:areview.JournalofResearchinInteractiveMarketing12:2,146-163.Onlinepublicationdate:11-Jun-2018.CrossrefIanE.R.Waudby-Smith,NamTran,JoelA.Dubin,JoonLee,PetervanBogaert.(2018)Sentimentinnursingnotesasanindicatorofout-of-hospitalmortalityinintensivecarepatients.PLOSONE13:6,e0198687.Onlinepublicationdate:7-Jun-2018.CrossrefSatuElisaSchaeffer,SaraElenaGarza,JuanCarlosEspinosa,SandraCeciliaUrbina,PetteriNurmi,LauraCruz-Reyes.(2018)Aframeworkforinformingconsumersontheecologicalimpactofproductsatpointofsale.Behaviour&InformationTechnology37:6,607-621.Onlinepublicationdate:9-May-2018.CrossrefRamónZataraínCabada,MaríaLucíaBarrónEstrada,FranciscoGonzálezHernández,RaúlOramasBustillos,CarlosAlbertoReyes-García.(2018)AnaffectiveandWeb3.0-basedlearningenvironmentforaprogramminglanguage.TelematicsandInformatics35:3,611-628.Onlinepublicationdate:1-Jun-2018.CrossrefLiangqiangLi,HuaYuan,YuQian,PeijiShao.(2018)Towardsexploringwhenandwhatpeoplereviewedfortheironlineshoppingexperiences.JournalofSystemsScienceandSystemsEngineering27:3,367-393.Onlinepublicationdate:17-Oct-2016.CrossrefMohammadSadeghRasooli,NouraFarra,AxiniaRadeva,TaoYu,KathleenMcKeown.(2018)Cross-lingualsentimenttransferwithlimitedresources.MachineTranslation32:1-2,143-165.Onlinepublicationdate:15-Nov-2017.CrossrefXing-FuWang,LeiWang,AmmarHawbani,Fu-YouMiao.(2018)AspectLevelSentimentClassificationwithMemoryNetworkUsingWordSentimentVectorsandaNewAttentionMechanismAM-PPOSC.2018IEEE20thInternationalConferenceonHighPerformanceComputingandCommunications;IEEE16thInternationalConferenceonSmartCity;IEEE4thInternationalConferenceonDataScienceandSystems(HPCC/SmartCity/DSS),1058-1063.CrossrefTareqAl-Moslmi,MohammedAlbared,AdelAl-Shabi,NazliaOmar,SalwaniAbdullah.(2018)Arabicsenti-lexicon:ConstructingpubliclyavailablelanguageresourcesforArabicsentimentanalysis.JournalofInformationScience44:3,345-362.Onlinepublicationdate:1-Feb-2017.CrossrefNataliyaTkachenko,StephanieBricker,StephenAJarvis.(2018)Todigornottodig?Placeandperceptioninsubsurfacehousing.ProceedingsoftheInstitutionofCivilEngineers-EngineeringSustainability171:4,211-220.Onlinepublicationdate:1-Jun-2018.CrossrefMohammadEhsanBasiri,ArmanKabiri.(2018)WordsAreImportant.ACMTransactionsonAsianandLow-ResourceLanguageInformationProcessing17:4,1-18.Onlinepublicationdate:29-May-2018.CrossrefGuillemAguado,VicenteJulian,AnaGarcia-Fornes.(2018)TowardsAidingDecision-MakinginSocialNetworksbyUsingSentimentandStressCombinedAnalysis.Information9:5,107.Onlinepublicationdate:2-May-2018.CrossrefChenLiu,LiTang,WeiShan.(2018)AnExtendedHITSAlgorithmonBipartiteNetworkforFeaturesExtractionofOnlineCustomerReviews.Sustainability10:5,1425.Onlinepublicationdate:4-May-2018.CrossrefMinYang,QiangQu,XiaojunChen,ChaoxueGuo,YingShen,KaiLei.(2018)Feature-enhancedAttentionNetworkforTarget-dependentSentimentClassification.Neurocomputing.Onlinepublicationdate:1-May-2018.CrossrefMurtadhaTalibAL-Sharuee,FeiLiu,MahardhikaPratama.(2018)Sentimentanalysis:Anautomaticcontextualanalysisandensembleclusteringapproachandcomparison.Data&KnowledgeEngineering115,194-213.Onlinepublicationdate:1-May-2018.CrossrefDesamparadosBlazquez,JosepDomenech.(2018)BigDatasourcesandmethodsforsocialandeconomicanalyses.TechnologicalForecastingandSocialChange130,99-113.Onlinepublicationdate:1-May-2018.CrossrefHuyTienNguyen,MinhLeNguyen.(2018)MultilingualopinionminingonYouTube–AconvolutionalN-gramBiLSTMwordembedding.InformationProcessing&Management54:3,451-462.Onlinepublicationdate:1-May-2018.CrossrefAsımSinanYÜKSEL,FatmaGülşahTAN.(2018)METİNMADENCİLİĞİTEKNİKLERİİLESOSYALAĞLARDABİLGİKEŞFİ.MühendislikBilimleriveTasarımDergisi6:2,324-333.Onlinepublicationdate:23-Jun-2018.CrossrefEduardoNogueira,DeniseF.Tsunoda.(2018)AProposedModelforConsumer-BasedBrandEquityAnalysisonSocialMediaUsingDataMiningandSocialNetworkAnalysis.JournalofRelationshipMarketing17:2,95-117.Onlinepublicationdate:22-May-2018.CrossrefSadamAl-Azani,El-SayedM.El-Alfy.(2018)CombiningemojiswithArabictextualfeaturesforsentimentclassification.20189thInternationalConferenceonInformationandCommunicationSystems(ICICS),139-144.CrossrefMohammadEhsanBasiri,ArmanKabiri.(2018)Uninormoperatorsforsentence-levelscoreaggregationinsentimentanalysis.20184thInternationalConferenceonWebResearch(ICWR),97-102.CrossrefGauravGoyal,JaitegSingh.(2018)MinimumAnnotationIdentificationofFacialAffectsforVideoAdvertisement.2018InternationalConferenceonIntelligentCircuitsandSystems(ICICS),300-305.CrossrefKatrinaLe,HamidTarmazdi,RebeccaVivian,KatrinaFalkner,ClaudiaSzabo,NickolasFalkner.(2018)DirectingTeacherFocusinComputerScienceOnlineLearningEnvironments.2018InternationalConferenceonLearningandTeachinginComputingandEngineering(LaTICE),119-125.CrossrefChih-WeiLee,Yau-ShianWang,Tsung-YuanHsu,Kuan-YuChen,Hung-YiLee,Lin-ShanLee.(2018)ScalableSentimentforSequence-to-SequenceChatbotResponsewithPerformanceAnalysis.2018IEEEInternationalConferenceonAcoustics,SpeechandSignalProcessing(ICASSP),6164-6168.CrossrefVishalBhatnagar,MahimaGoyal,MohammadAnayatHussain.(2018)ANovelAspectBasedFrameworkforTourismSectorwithImprovisedAspectandOpinionMiningAlgorithm.InternationalJournalofRoughSetsandDataAnalysis5:2,119-130.Onlinepublicationdate:1-Apr-2018.CrossrefShitalAnilPhand,V.A.Chakkarwar.(2018)EnhancedSentimentClassificationUsingGeoLocationTweets.2018SecondInternationalConferenceonInventiveCommunicationandComputationalTechnologies(ICICCT),881-886.CrossrefJitendraKumarRout,Kim-KwangRaymondChoo,AmiyaKumarDash,SambitBakshi,SanjayKumarJena,KarenL.Williams.(2018)Amodelforsentimentandemotionanalysisofunstructuredsocialmediatext.ElectronicCommerceResearch18:1,181-199.Onlinepublicationdate:4-Apr-2017.CrossrefIyadRahwan.(2018)Society-in-the-loop:programmingthealgorithmicsocialcontract.EthicsandInformationTechnology20:1,5-14.Onlinepublicationdate:17-Aug-2017.CrossrefBìnhNghiêm-Phú,JillianRaeSuter.(2018)Airportimage:AnexploratorystudyofMcCarranInternationalAirport.JournalofAirTransportManagement67,72-84.Onlinepublicationdate:1-Mar-2018.CrossrefGuilhermeAugustoMaldonadodaCruz,ElisaHatsueMoriya-Huzita,ValériaDelisandraFeltrim.(2018)ARSENAL-GSD:Aframeworkfortrustestimationinvirtualteamsbasedonsentimentanalysis.InformationandSoftwareTechnology95,46-61.Onlinepublicationdate:1-Mar-2018.CrossrefKudakwasheZvarevashe,OludayoO.Olugbara.(2018)Aframeworkforsentimentanalysiswithopinionminingofhotelreviews.2018ConferenceonInformationCommunicationsTechnologyandSociety(ICTAS),1-4.CrossrefAsadAbdi,SitiMariyamShamsuddin,RamizM.Aliguliyev.(2018)QMOS:Query-basedmulti-documentsopinion-orientedsummarization.InformationProcessing&Management54:2,318-338.Onlinepublicationdate:1-Mar-2018.CrossrefSadamAl-Azani,El-SayedEl-Alfy.(2018)Emojis-BasedSentimentClassificationofArabicMicroblogsUsingDeepRecurrentNeuralNetworks.2018InternationalConferenceonComputingSciencesandEngineering(ICCSE),1-6.CrossrefShubhamKumar,KrishanKumar.(2018)LSRC:Lexiconstarratingsystemovercloud.20184thInternationalConferenceonRecentAdvancesinInformationTechnology(RAIT),1-6.CrossrefAnaSalwaShafie,NurfadhlinaMohdSharef,MasrahAzrifahAzmiMurad,AzreenAzman.(2018)AspectExtractionPerformancewithPOSTagPatternofDependencyRelationinAspect-basedSentimentAnalysis.2018FourthInternationalConferenceonInformationRetrievalandKnowledgeManagement(CAMP),1-6.CrossrefYiranChen,Hai(Helen)Li,ChunpengWu,ChangSong,SichengLi,ChuhanMin,Hsin-PaiCheng,WeiWen,XiaoxiaoLiu.(2018)Neuromorphiccomputing'syesterday,today,andtomorrow–anevolutionalview.Integration61,49-61.Onlinepublicationdate:1-Mar-2018.CrossrefAAmalia,WOktinas,IAulia,RFRahmat.(2018)DeterminationofqualitytelevisionprogrammesbasedonsentimentanalysisonTwitter.JournalofPhysics:ConferenceSeries978,012117.Onlinepublicationdate:16-Mar-2018.CrossrefFlorianAndreasJohannsen.(2018)Process-relatedvaluepropositionsofenterprisesocialmediausefortheexternalcommunicationwithendconsumers.BusinessProcessManagementJournal24:1,183-215.Onlinepublicationdate:2-Feb-2018.CrossrefAlpaslanBurakEliacik,NadiaErdogan.(2018)Influentialuserweightedsentimentanalysisontopicbasedmicrobloggingcommunity.ExpertSystemswithApplications92,403-418.Onlinepublicationdate:1-Feb-2018.CrossrefReemaAswani,ArpanKumarKar,P.VigneswaraIlavarasan,YogeshK.Dwivedi.(2018)Searchenginemarketingisnotallgold:InsightsfromTwitterandSEOClerks.InternationalJournalofInformationManagement38:1,107-116.Onlinepublicationdate:1-Feb-2018.CrossrefMartaArguedas,FatosXhafa,LuisCasillas,ThanasisDaradoumis,AdrianaPeña,SantiCaballé.(2018)Amodelforprovidingemotionawarenessandfeedbackusingfuzzylogicinonlinelearning.SoftComputing22:3,963-977.Onlinepublicationdate:20-Oct-2016.CrossrefDraskoRadovanovic,BozoKrstajic.(2018)Reviewspamdetectionusingmachinelearning.201823rdInternationalScientific-ProfessionalConferenceonInformationTechnology(IT),1-4.CrossrefMikaV.Mäntylä,DanielGraziotin,MiikkaKuutila.(2018)Theevolutionofsentimentanalysis—Areviewofresearchtopics,venues,andtopcitedpapers.ComputerScienceReview27,16-32.Onlinepublicationdate:1-Feb-2018.CrossrefFatihSametÇETİN,GülşenEryiğit.(2018)TürkçeHedefTabanlıDuyguAnaliziİçinAltGörevlerinİncelenmesi–HedefTerim,HedefKategoriVeDuyguSınıfıBelirleme.BilişimTeknolojileriDergisi.Onlinepublicationdate:31-Jan-2018.CrossrefWeiOu,Van-NamHuynh,.(2018)JointAspectDiscovery,SentimentClassification,Aspect-LevelRatingsandWeightsApproximationforRecommenderSystemsbyRatingSupervisedLatentTopicModel.JournalofAdvancedComputationalIntelligenceandIntelligentInformatics22:1,17-26.Onlinepublicationdate:20-Jan-2018.CrossrefSwayambhuChatterjee,ShuyuanDeng,JunLiu,RonghuaShan,WuJiao.(2018)ClassifyingfactsandopinionsinTwittermessages:adeeplearning-basedapproach.JournalofBusinessAnalytics1:1,29-39.Onlinepublicationdate:23-Aug-2018.CrossrefToqirA.Rana,Yu-NCheah.2018.ImprovingAspectExtractionUsingAspectFrequencyandSemanticSimilarity-BasedApproachforAspect-BasedSentimentAnalysis.RecentAdvancesinInformationandCommunicationTechnology2017,317-326.CrossrefHarryLuna-Aveiga,Jos?Medina-Moreira,KattyLagos-Ortiz,OscarApolinario,MarioAndr?sParedes-Valverde,Mar?adelPilarSalas-Z?rate,RafaelValencia-Garc?a.2018.SentimentPolarityDetectioninSocialNetworks:AnApproachforAsthmaDiseaseManagement.AdvancedComputationalMethodsforKnowledgeEngineering,141-152.CrossrefJiachengLiu,FeilongTang,LongChen,LiangQiao,YanqinYang,WenchaoXu.2018.ConvergingHumanKnowledgeforOpinionMining.InnovativeMobileandInternetServicesinUbiquitousComputing,219-230.CrossrefSurbhiBhatia,ManishaSharma,KomalKumarBhatia.2018.SentimentAnalysisandMiningofOpinions.InternetofThingsandBigDataAnalyticsTowardNext-GenerationIntelligence,503-523.CrossrefMohamedTorky,AliMeligy,HaniIbrahim,AboulEllaHassanein.2018.ColoredPetriNetModelforBlockingMisleadingInformationPropagationinOnlineSocialNetworks.ProceedingsoftheInternationalConferenceonAdvancedIntelligentSystemsandInformatics2017,600-609.CrossrefHichemRahab,AbdelhafidZitouni,MahieddineDjoudi.2018.SIAAC:SentimentPolarityIdentificationonArabicAlgerianNewspaperComments.AppliedComputationalIntelligenceandMathematicalMethods,139-149.CrossrefMohammedJabreel,FadiHassan,AntonioMoreno.2018.Target-DependentSentimentAnalysisofTweetsUsingBidirectionalGatedRecurrentNeuralNetworks.AdvancesinHybridizationofIntelligentMethods,39-55.CrossrefV.K.Jain,DeepaliVirmani,PreetiArora,AnkitArora.2018.“BOMEST”aVitalApproachtoExtractthePropitiousInformationfromtheBigData.InformationandCommunicationTechnologyforSustainableDevelopment,441-448.CrossrefAshrafElnagar,YasminS.Khalifa,AnasEinea.2018.HotelArabic-ReviewsDatasetConstructionforSentimentAnalysisApplications.IntelligentNaturalLanguageProcessing:TrendsandApplications,35-52.CrossrefAmalMahmoud,TarekElghazaly.2018.UsingTwittertoMonitorPoliticalSentimentforArabicSlang.IntelligentNaturalLanguageProcessing:TrendsandApplications,53-66.CrossrefSaidA.Salloum,AhmadQasimAlHamad,MostafaAl-Emran,KhaledShaalan.2018.ASurveyofArabicTextMining.IntelligentNaturalLanguageProcessing:TrendsandApplications,417-431.CrossrefJialongHan,AixinSun,GaoCong,WayneXinZhao,ZongchengJi,MinhC.Phan.(2018)LinkingFine-GrainedLocationsinUserComments.IEEETransactionsonKnowledgeandDataEngineering30:1,59-72.Onlinepublicationdate:1-Jan-2018.CrossrefSureshKumarSanampudi,NaveenKumarLaskari.2018.,197.CrossrefPietroDucange,RiccardoPecori,PaoloMezzina.(2018)Aglimpseonbigdataanalyticsintheframeworkofmarketingstrategies.SoftComputing22:1,325-342.Onlinepublicationdate:11-Mar-2017.CrossrefMouradGridach,HatemHaddad,HalaMulki.2018.,147.CrossrefKumruUyar,EsraKahyaOzyirmidokuz,EduardAlexandruStoica.2018.BrandUnhappinessonSocialMedia.EmergingIssuesintheGlobalEconomy,371-380.CrossrefKoyelChakraborty,SiddharthaBhattacharyya,RajibBag,AboulEllaHassanien.2018.ComparativeSentimentAnalysisonaSetofMovieReviewsUsingDeepLearningApproach.TheInternationalConferenceonAdvancedMachineLearningTechnologiesandApplications(AMLTA2018),311-318.CrossrefGianfrancoLombardo,AlbertoFerrari,PaoloFornacciari,MonicaMordonini,LauraSani,MicheleTomaiuolo.2018.DynamicsofEmotionsandRelationsinaFacebookGroupofPatientswithHidradenitisSuppurativa.SmartObjectsandTechnologiesforSocialGood,269-278.CrossrefAnh-DungVo,Quang-PhuocNguyen,Cheol-YoungOck.(2018)Opinion–AspectRelationsinCognizingCustomerFeelingsviaReviews.IEEEAccess6,5415-5426.Onlinepublicationdate:1-Jan-2018.CrossrefG.DrushtiApoorva,RadhikaMamidi.2018.BolLy:AnnotationofSentimentPolarityinBollywoodLyricsDataset.ComputationalLinguistics,41-50.CrossrefAlawyaAlawami.2018.AspectTermsExtractionofArabicDialectsforOpinionMiningUsingConditionalRandomFields.ComputationalLinguisticsandIntelligentTextProcessing,211-220.CrossrefNachiappanChockalingam.2018.AutomaticallyGeneratingAspectTaxonomyforE-CommerceDomainstoAssistSentimentMining.SecuritywithIntelligentComputingandBig-dataServices,126-137.CrossrefNaflaAlrumayyan,SumayahBawazeer,RehabAlJurayyad,MunaAl-Razgan.2018.,153.CrossrefJuanSixto,AitorAlmeida,DiegoLópez-de-Ipiña.2018.AnalysisoftheStructuredInformationforSubjectivityDetectioninTwitter.TransactionsonComputationalCollectiveIntelligenceXXIX,163-181.CrossrefDebadityaBarman,NirmalyaChowdhury.2018.ANonnegativeMatrixFactorizationBasedApproachtoExtractAspectsfromProductReviews.AdvancedComputationalandCommunicationParadigms,255-266.CrossrefDuyuTang,MeishanZhang.2018.DeepLearninginSentimentAnalysis.DeepLearninginNaturalLanguageProcessing,219-253.CrossrefYassineAlAmrani,MohamedLazaar,KamalEddineElKadiri.(2018)RandomForestandSupportVectorMachinebasedHybridApproachtoSentimentAnalysis.ProcediaComputerScience127,511-520.Onlinepublicationdate:1-Jan-2018.CrossrefMinjiJung,YuLimLee,ChaeMinYoo,JiWonKim,Jae-EunChung.2018.ExploringtheCognitive,Affective,andBehavioralResponsesofKoreanConsumersTowardMobilePaymentServices:ATextMiningApproach.HumanInterfaceandtheManagementofInformation.Interaction,Visualization,andAnalytics,624-642.CrossrefTamaraÁlvarez-López,MilagrosFernández-Gavilanes,EnriqueCosta-Montenegro,PatriceBellot.2018.AProposalforBookOrientedAspectBasedSentimentAnalysis:ComparisonoverDomains.NaturalLanguageProcessingandInformationSystems,3-14.CrossrefJoanaGabrielaRibeirodeSouza,AlcionedePaivaOliveira,GuidsonCoelhodeAndrade,AlexandraMoreira.2018.ADeepLearningApproachforSentimentAnalysisAppliedtoHotel’sReviews.NaturalLanguageProcessingandInformationSystems,48-56.CrossrefShivaniBahri,PranavBahri,SangeetaLal.(2018)ANovelapproachofSentimentClassificationusingEmoticons.ProcediaComputerScience132,669-678.Onlinepublicationdate:1-Jan-2018.CrossrefYangHong,RichardO.Sinnott.2018.ASocialMediaPlatformforInfectiousDiseaseAnalytics.ComputationalScienceandItsApplications–ICCSA2018,526-540.CrossrefSudhirKumarSharma,XimiHoque.(2018)SentimentAnalysisforOdd-EvenSchemeinDelhi.IndianJournalofScienceandTechnology11:24,1.CrossrefAitorGarcía-Pablos,MontseCuadros,GermanRigau.(2018)W2VLDA:AlmostunsupervisedsystemforAspectBasedSentimentAnalysis.ExpertSystemswithApplications91,127-137.Onlinepublicationdate:1-Jan-2018.CrossrefGuoyongCai,HongyuLi.2018.JointAttentionLSTMNetworkforAspect-LevelSentimentAnalysis.InformationRetrieval,147-157.CrossrefNanYan.2018.EmotionEffectDetectionwithaTwo-StageModel.CloudComputingandSecurity,515-524.CrossrefMohcineMaghfour,AbdeljalilElouardighi.2018.StandardandDialectalArabicTextClassificationforSentimentAnalysis.ModelandDataEngineering,282-291.CrossrefMateusTarcinalliMachado,ThiagoA.S.Pardo,EvandroEduardoSeronRuiz.2018.CreatingaPortugueseContextSensitiveLexiconforSentimentAnalysis.ComputationalProcessingofthePortugueseLanguage,335-344.CrossrefHenricoBertiniBrum,MariadasGraçasVolpeNunes.2018.Semi-supervisedSentimentAnnotationofLargeCorpora.ComputationalProcessingofthePortugueseLanguage,385-395.CrossrefAlbertoPurpura,ChiaraMasiero,GianAntonioSusto.2018.WS4ABSA:AnNMF-BasedWeakly-SupervisedApproachforAspect-BasedSentimentAnalysiswithApplicationtoOnlineReviews.DiscoveryScience,386-401.CrossrefJiachenDu,RuifengXu,LinGui,XuanWang.2018.LeveragingTarget-OrientedInformationforStanceClassification.ComputationalLinguisticsandIntelligentTextProcessing,35-45.CrossrefDeliaIrazúHernándezFarías,CristinaBosco,VivianaPatti,PaoloRosso.2018.SentimentPolarityClassificationofFigurativeLanguage:ExploringtheRoleofIrony-AwareandMultifacetedAffectFeatures.ComputationalLinguisticsandIntelligentTextProcessing,46-57.CrossrefJosephLark,EmmanuelMorin,SebastiánPeñaSaldarriaga.2018.AComparativeStudyofTarget-BasedandEntity-BasedOpinionExtraction.ComputationalLinguisticsandIntelligentTextProcessing,211-223.CrossrefSoujanyaPoria,AmirHussain,ErikCambria.2018.LiteratureSurveyandDatasets.MultimodalSentimentAnalysis,37-78.CrossrefGersonVizcarra,AntoniMauricio,LeonidasMauricio.2018.ADeepLearningApproachforSentimentAnalysisinSpanishTweets.ArtificialNeuralNetworksandMachineLearning–ICANN2018,622-629.CrossrefWai-HoweKhong,Lay-KiSoon,Hui-NgoGoh,Su-ChengHaw.2018.LeveragingPart-of-SpeechTaggingforSentimentAnalysisinShortTextsandRegularTexts.SemanticTechnology,182-197.CrossrefZhengyuanLiu,Jin-CheonNa.2018.Aspect-BasedSentimentAnalysisofNuclearEnergyTweetswithAttentiveDeepNeuralNetwork.MaturityandInnovationinDigitalLibraries,99-111.CrossrefAkilandeswariJ,JothiG.(2018)SentimentClassificationofTweetswithNon-LanguageFeatures.ProcediaComputerScience143,426-433.Onlinepublicationdate:1-Jan-2018.CrossrefJia-LangSeng,Yao-MinChiang,Pang-RuChang,Feng-ShangWu,Yung-ShenYen,Tzu-ChiehTsai.2018.BigDataandFinTech.BigDatainComputationalSocialScienceandHumanities,139-163.CrossrefIsaacMartíndeDiego,AlbertoFernández-Isabel,FelipeOrtega,JavierM.Moguerza.(2018)Avisualframeworkfordynamicemotionalwebanalysis.Knowledge-BasedSystems.Onlinepublicationdate:1-Jan-2018.CrossrefSANDRAKÜBLER,CANLIU,ZEESHANALISAYYED.(2018)Touseornottouse:Featureselectionforsentimentanalysisofhighlyimbalanceddata.NaturalLanguageEngineering24:1,3-37.Onlinepublicationdate:7-Aug-2017.CrossrefAsmaOuertatani,GhadaGasmi,ChirazLatiri.(2018)ArguedopinionextractionfromfestivalsandculturaleventsonTwitter.ProcediaComputerScience126,205-213.Onlinepublicationdate:1-Jan-2018.CrossrefNithinY.R,PoornalathaG..2018.FeatureBasedOpinionMiningforRestaurantReviews.AdvancesinSignalProcessingandIntelligentRecognitionSystems,305-318.CrossrefStefanoCagnoni,PaoloFornacciari,JuxhinoKavaja,MonicaMordonini,AgostinoPoggi,AlexSolimeo,MicheleTomaiuolo.2018.AutomaticCreationofaLargeandPolishedTrainingSetforSentimentAnalysisonTwitter.MachineLearning,Optimization,andBigData,146-157.CrossrefPenubakabalajiPenubaka,HarithaD.,NagarajuO..(2018)FeatureBasedSummarizationSystemforE-CommerceBasedProductsbyUsingCustomerssReviews.SSRNElectronicJournal.Onlinepublicationdate:1-Jan-2018.CrossrefRezaMousavi,KexinZhao.(2018)ExaminingtheImpactsofAirbnb'sReviewPolicyChangeonListingReviews.SSRNElectronicJournal.Onlinepublicationdate:1-Jan-2018.CrossrefSintSintAung,MyatSuWai.(2018)DomainIndependentFeatureExtractionusingRuleBasedApproach.AdvancesinScience,TechnologyandEngineeringSystemsJournal3:1,218-224.Onlinepublicationdate:1-Jan-2018.CrossrefArunK.Iyengar.(2018)EnhancedClientsforDataStoresandCloudServices.IEEETransactionsonKnowledgeandDataEngineering,1-1.Onlinepublicationdate:1-Jan-2018.CrossrefRaymondYiuKeungLau,WenpingZhang,WeiXu.(2018)ParallelAspect-OrientedSentimentAnalysisforSalesForecastingwithBigData.ProductionandOperationsManagement27:10,1775.CrossrefNikolaDinkić,NikolaDžaković,JugoslavJoković,LeonidStoimenov,AleksandraĐukić.2018.,156.CrossrefJagatjyotiG.Tuladhar,AshishGupta,SachitShrestha,UjjenManBania,K.Bhargavi.2018.PredictiveAnalysisofE-CommerceProducts.IntelligentComputingandInformationandCommunication,279-289.CrossrefKhalifaChekima,RaynerAlfred.2018.SentimentAnalysisofMalaySocialMediaText.ComputationalScienceandTechnology,205-219.CrossrefShubhamAtreja,PoojaAggarwal,PrateetiMohapatra,AmolDumrewal,AnweshBasu,GargiB.Dasgupta.(2018)Citicafe.Proceedingsofthe2018ConferenceonHumanInformationInteraction&Retrieval-IUI'18,617-628.CrossrefShuhaidaMohamedShuhidan,SaidatulRahahHamidi,SoheilKazemian,ShamilaMohamedShuhidan,MaizatulAkmarIsmail.2018.SentimentAnalysisforFinancialNewsHeadlinesusingMachineLearningAlgorithm.Proceedingsofthe7thInternationalConferenceonKanseiEngineeringandEmotionResearch2018,64-72.CrossrefTaoChen,JeffreyParsons.2018.ASentence-LevelSparseGammaTopicModelforSentimentAnalysis.AdvancesinArtificialIntelligence,316-321.CrossrefAbirDe,SourangshuBhattacharya,NiloyGanguly.(2018)DemarcatingEndogenousandExogenousOpinionDiffusionProcessonSocialNetworks.Proceedingsofthe2018WorldWideWebConferenceonWorldWideWeb-WWW'18,549-558.CrossrefSergeyV.Zykov.2018.TheAgileWay.ManagingSoftwareCrisis:ASmartWaytoEnterpriseAgility,1-33.CrossrefNayanJyotiKalita,NavanathSaharia.2018.LanguageIdentificationonCode-MixSocialText.ProceedingsoftheInternationalConferenceonComputingandCommunicationSystems,433-440.CrossrefHongfeiYu,CongLiu.(2018)Aninformedneuralarchitectureforaspect-levelsentimentclassification.Proceedingsofthe2ndInternationalConferenceonInnovationinArtificialIntelligence-ICIAI'18,16-21.CrossrefYanmingHuang,Y.Jiang,TouhidulHasan,Q.Jiang,ChaoLi.(2018)AtopicBiLSTMmodelforsentimentclassification.Proceedingsofthe2ndInternationalConferenceonInnovationinArtificialIntelligence-ICIAI'18,143-147.CrossrefNikolaosSpatiotis,IsidorosPerikos,IosifMporas,MichaelParaskevas.(2018)EvaluationofanEducationalTrainingPlatformUsingTextMining.Proceedingsofthe10thHellenicConferenceonArtificialIntelligence-SETN'18,1-5.CrossrefS.FouziaSayeedunnisa,NagaratnaP.Hegde,KhaleelUrRahmanKhan.2018.WilcoxonSignedRankBasedFeatureSelectionforSentimentClassification.ProceedingsoftheSecondInternationalConferenceonComputationalIntelligenceandInformatics,293-310.CrossrefLuZhang,LiangqingWu,ShoushanLi,ZhongqingWang,GuodongZhou.2018.Cross-LingualEmotionClassificationwithAuxiliaryandAttentionNeuralNetworks.NaturalLanguageProcessingandChineseComputing,429-441.CrossrefOmarElAriss,LoaiM.Alnemer.2018.MorphologyBasedArabicSentimentAnalysisofBookReviews.ComputationalLinguisticsandIntelligentTextProcessing,115-128.CrossrefMyriamPeñafiel,StefanieVásquez,DiegoVásquez,JuanZaldumbide,SergioLuján-Mora.(2018)DataMiningandOpinionMining.Proceedingsofthe2018InternationalConferenceonMathematicsandStatistics-ICoMS2018,74-78.CrossrefMarcoCristani,MatteoCristani,AnnaPesarin,ClaudioTomazzoli,MargheritaZorzi.2018.MakingSentimentAnalysisAlgorithmsScalable.CurrentTrendsinWebEngineering,136-147.CrossrefAmoghMadan,RidhimaArora,NiharRanjanRoy.2018.SentimentAnalysisofIndiansonGST.DataScienceandAnalytics,568-575.CrossrefErandiLakshika,MichaelBarlow.2018.ComputationalIntelligenceApproachestoComputationalAesthetics.EncyclopediaofInformationScienceandTechnology,FourthEdition,156-165.CrossrefIoannisS.Vourgidis,JennyCarter,LeandrosMaglaras,HelgeJanicke,ZoeFolia,PavlinaFragkou.2018.ANovelMethodforCalculatingCustomerReviewsRatings.HandbookofResearchonContemporaryPerspectivesonWeb-BasedSystems,460-478.CrossrefMahimaGoyal,VishalBhatnagar.2018.AClassificationFrameworkonOpinionMiningforEffectiveRecommendationSystems.IntelligentSystems,980-994.CrossrefSamuelFossoWamba,ShahriarAkter,HyunjinKang,MithuBhattacharya,MohammedUpal.2018.ThePrimerofSocialMediaAnalytics.SocialMediaMarketing,809-822.CrossrefDokyun(DK)Lee,EmaadManzoor,ZhaoqiCheng.(2018)FocusedConceptMiner(FCM):InterpretableDeepLearningforTextExploration.SSRNElectronicJournal.Onlinepublicationdate:1-Jan-2018.CrossrefVishnuS.Pendyala,YuhongLiu,SilviaM.Figueira.(2018)Aframeworkfordetectinginjectedinfluenceattacksonmicroblogwebsitesusingchangedetectiontechniques.DevelopmentEngineering3,218-233.Onlinepublicationdate:1-Jan-2018.CrossrefShahidShayaa,SulaimanAinin,NoorIsmawatiJaafar,ShamsulBahriZakaria,SeukWaiPhoong,WaiChungYeong,MohammedAliAl-Garadi,AshrafMuhammad,ArsalanZahidPiprani,LenTiuWright.(2018)Linkingconsumerconfidenceindexandsocialmediasentimentanalysis.CogentBusiness&Management5:1,1509424.Onlinepublicationdate:5-Sep-2018.CrossrefPaoloMairano,EnricoZovato,VitoQuinci.2018.Lasentimentanalysiscomestrumentodistudiodelparlatoemozionale?.ProceedingsoftheFifthItalianConferenceonComputationalLinguisticsCLiC-it2018,247-252.CrossrefAbdulazizM.Alayba,VasilePalade,MatthewEngland,RahatIqbal.2018.ACombinedCNNandLSTMModelforArabicSentimentAnalysis.MachineLearningandKnowledgeExtraction,179-191.CrossrefPrernaMahajan,AnamikaRana.(2018)SentimentClassification-HowtoQuantifyPublicEmotionsUsingTwitter.InternationalJournalofSociotechnologyandKnowledgeDevelopment10:1,57-71.Onlinepublicationdate:1-Jan-2018.CrossrefJ.Mir,A.Mahmood,S.Khatoon.(2017)AspectΒasedClassificationModelforSocialReviews.Engineering,Technology&AppliedScienceResearch7:6,2296-2302.Onlinepublicationdate:18-Dec-2017.CrossrefAdelAssiri,AhmedEmam,HmoodAl-Dossari.(2017)Towardsenhancementofalexicon-basedapproachforSaudidialectsentimentanalysis.JournalofInformationScience6,016555151668814.Onlinepublicationdate:23-Jan-2017.CrossrefToqirA.Rana,Yu-NCheah.(2017)Atwo-foldrule-basedmodelforaspectextraction.ExpertSystemswithApplications89,273-285.Onlinepublicationdate:1-Dec-2017.CrossrefAbinashTripathy,AbhishekAnand,SantanuKumarRath.(2017)Document-levelsentimentclassificationusinghybridmachinelearningapproach.KnowledgeandInformationSystems53:3,805-831.Onlinepublicationdate:10-May-2017.CrossrefMengwenLiu,YiFang,AlexanderG.Choulos,DaeHoonPark,XiaohuaHu.(2017)Productreviewsummarizationthroughquestionretrievalanddiversification.InformationRetrievalJournal20:6,575-605.Onlinepublicationdate:24-Jul-2017.CrossrefRiadhBouslimi,MouhamedGaithAyadi,JalelAkaichi.(2017)Semanticmedicalimageretrievalinamedicalsocialnetwork.SocialNetworkAnalysisandMining7:1.Onlinepublicationdate:20-Dec-2016.CrossrefDimitriosKravvaris,KatiaLidaKermanidis.(2017)Advancedsearchingframeworkforopenonlineeducationalvideolectures.SocialNetworkAnalysisandMining7:1.Onlinepublicationdate:26-Jul-2017.CrossrefJ.ChristopherWestland.(2017)MethodstoAssesstheValueofNewTechnologies:theCaseofConsumerSentimentTowardsDigitalWalletTechnology.Data-EnabledDiscoveryandApplications1:1.Onlinepublicationdate:18-Apr-2017.CrossrefVandanaJha,SavithaRamu,P.DeepaShenoy,K.R.Venugopal.(2017)ReputationSystems:EvaluatingReputationAmongAllGoodSellers.Data-EnabledDiscoveryandApplications1:1.Onlinepublicationdate:3-Aug-2017.CrossrefFrancescoTarasconi,MichelaFarina,AntonioMazzei,AlessioBosca.(2017)Theroleofunstructureddatainreal-timedisaster-relatedsocialmediamonitoring.2017IEEEInternationalConferenceonBigData(BigData),3769-3778.CrossrefHirikeshDussoye,ZarineCadersaib.(2017)SentimentanalyticsframeworkintegratingTwitterandOdooERP.2017InternationalConferenceonInfocomTechnologiesandUnmannedSystems(TrendsandFutureDirections)(ICTUS),145-151.CrossrefLoitongbamGyanendroSingh,SanasamRanbirSingh.(2017)Wordpolaritydetectionusingsyllablefeaturesformanipurilanguage.2017InternationalConferenceonAsianLanguageProcessing(IALP),206-209.CrossrefTalalAhmed,WaheedU.Bajwa.(2017)Correlation-Basedultrahigh-dimensionalvariablescreening.2017IEEE7thInternationalWorkshoponComputationalAdvancesinMulti-SensorAdaptiveProcessing(CAMSAP),1-5.CrossrefEliasOLIVEIRA,DelermandoBRANQUINHOFILHO.(2017)AutomaticclassificationofjournalisticdocumentsontheInternet1.Transinformação29:3,245-255.Onlinepublicationdate:1-Dec-2017.CrossrefTravisLeCompte,JianhuaChen.(2017)SentimentAnalysisofTweetsIncludingEmojiData.2017InternationalConferenceonComputationalScienceandComputationalIntelligence(CSCI),793-798.CrossrefAnuradhaGoswami,AjeyKumar.(2017)ChallengesintheAnalysisofOnlineSocialNetworks:ADataCollectionToolPerspective.WirelessPersonalCommunications97:3,4015-4061.Onlinepublicationdate:18-Aug-2017.CrossrefAjayRastogi,MonicaMehrotra.(2017)OpinionSpamDetectioninOnlineReviews.JournalofInformation&KnowledgeManagement16:04,1750036.Onlinepublicationdate:1-Dec-2017.CrossrefHuanZhao,XixiangZhang,KeqinLi.(2017)ASentimentClassificationModelUsingGroupCharacteristicsofWritingStyleFeatures.InternationalJournalofPatternRecognitionandArtificialIntelligence31:12,1756016.Onlinepublicationdate:17-Sep-2017.CrossrefMohammedF.Alhamid,SaadAlsahli,MajdiRawashdeh,MubarakAlrashoud.(2017)DetectionandVisualizationofArabicEmotionsonSocialEmotionMap.2017IEEEInternationalSymposiumonMultimedia(ISM),378-381.CrossrefSantoshKumarBharti,ReddyNaidu,KorraSathyaBabu.(2017)HyperbolicFeature-basedSarcasmDetectioninTweets:AMachineLearningApproach.201714thIEEEIndiaCouncilInternationalConference(INDICON),1-6.CrossrefSaifA.AhmadAlrababah,KengHoonGan,Tien-PingTan.(2017)MiningopinionatedproductfeaturesusingWordNetlexicographerfiles.JournalofInformationScience43:6,769-785.Onlinepublicationdate:1-Sep-2016.CrossrefHanjunLee,SuyeonJeong,YongmooSuh.(2017)TheInfluenceofNegativeEmotionsonCustomerInnovationActivities.ACMSIGMISDatabase:theDATABASEforAdvancesinInformationSystems48:4,14-29.Onlinepublicationdate:7-Nov-2017.CrossrefJin-geYao,XiaojunWan,JianguoXiao.(2017)Recentadvancesindocumentsummarization.KnowledgeandInformationSystems53:2,297-336.Onlinepublicationdate:28-Mar-2017.CrossrefXuan-DucNguyen,Minh-DucNguyen,Mai-VuTran,Xuan-HieuPhan,SonBaoPham.(2017)VNU-SMM:Asocialmediamonitoringframeworkonvietnameseonlinenews.20174thNAFOSTEDConferenceonInformationandComputerScience,269-274.CrossrefJintakPark,HenryLeung,KingMa.(2017)InformationfusionofstockpricesandsentimentinsocialmediausingGrangercausality.2017IEEEInternationalConferenceonMultisensorFusionandIntegrationforIntelligentSystems(MFI),614-619.CrossrefHardikMeisheri,KunalRanjan,LipikaDey.(2017)SentimentExtractionfromConsumer-GeneratedNoisyShortTexts.2017IEEEInternationalConferenceonDataMiningWorkshops(ICDMW),399-406.CrossrefAmanAhuja,WeiWei,WeiLu,KathleenM.Carley,ChandanK.Reddy.(2017)AProbabilisticGeographicalAspect-OpinionModelforGeo-TaggedMicroblogs.2017IEEEInternationalConferenceonDataMining(ICDM),721-726.CrossrefMyeonghaHwang,MinkyoIn,SuwookHa,KangchanLee.(2017)TASIS:Trendanalysissystemforinternationalstandards.2017ITUKaleidoscope:ChallengesforaData-DrivenSociety(ITUK),1-8.CrossrefAlirezaYousefpour,HazaNuzlyAbdulHamed,UmmuHani'HairZaki,KhairulAnwarMohamedKhaidzir.(2017)Featuresubsetselectionusingmutualstandarddeviationinsentimentmining.2017IEEEConferenceonBigDataandAnalytics(ICBDA),13-18.CrossrefArtemyKolchinsky,NakulDhande,KengjeunPark,Yong-YeolAhn.(2017)TheMinorfall,theMajorlift:inferringemotionalvalenceofmusicalchordsthroughlyrics.RoyalSocietyOpenScience4:11,170952.Onlinepublicationdate:15-Nov-2017.CrossrefParthaMukherjee,BernardJ.Jansen.(2017)Conversingandsearching:thecausalrelationshipbetweensocialmediaandwebsearch.InternetResearch27:5,1209-1226.Onlinepublicationdate:2-Oct-2017.CrossrefPedroSaleiro,EduardaMendesRodrigues,CarlosSoares,EugénioOliveira.(2017)TexRep:ATextMiningFrameworkforOnlineReputationMonitoring.NewGenerationComputing35:4,365-389.Onlinepublicationdate:29-Jun-2017.CrossrefMingleiLi,QinLu,YunfeiLong,LinGui.(2017)InferringAffectiveMeaningsofWordsfromWordEmbedding.IEEETransactionsonAffectiveComputing8:4,443-456.Onlinepublicationdate:1-Oct-2017.CrossrefBanuYergesh,GulmiraBekmanova,AltynbekSharipbay.(2017)SentimentanalysisonthehotelreviewsintheKazakhlanguage.2017InternationalConferenceonComputerScienceandEngineering(UBMK),790-794.CrossrefToufiqueAhmed,AmiangshuBosu,AnindyaIqbal,ShahramRahimi.(2017)SentiCR:Acustomizedsentimentanalysistoolforcodereviewinteractions.201732ndIEEE/ACMInternationalConferenceonAutomatedSoftwareEngineering(ASE),106-111.CrossrefBenjaminGuthier,KalunHo,AbdulmotalebElSaddik.(2017)Language-independentdatasetannotationformachinelearning-basedsentimentanalysis.2017IEEEInternationalConferenceonSystems,Man,andCybernetics(SMC),2105-2110.CrossrefMuktaY.Raut,SunitaS.Barve.(2017)Asemi-automatedreviewclassificationsystembasedonsupervisedmachinelearning.20171stInternationalConferenceonIntelligentSystemsandInformationManagement(ICISIM),127-133.CrossrefEkaSuryaUsop,R.RizalIsnanto,RetnoKusumaningrum.(2017)PartofspeechfeaturesforsentimentclassificationbasedonLatentDirichletAllocation.20174thInternationalConferenceonInformationTechnology,Computer,andElectricalEngineering(ICITACEE),31-34.CrossrefMohammadDaoud.(2017)BuildingArabicPolarizerdLexiconfromRatedOnlineCustomerReviews.2017InternationalConferenceonNewTrendsinComputingSciences(ICTCS),241-246.CrossrefAbdel-KarimAl-Tamimi,AliShatnawi,EsraaBani-Issa.(2017)ArabicsentimentanalysisofYouTubecomments.2017IEEEJordanConferenceonAppliedElectricalEngineeringandComputingTechnologies(AEECT),1-6.CrossrefAbdeljalilElouardighi,MohcineMaghfour,HafdallaHammia,Fatima-zahraAazi.(2017)AmachineLearningapproachforsentimentanalysisinthestandardordialectalArabicFacebookcomments.20173rdInternationalConferenceofCloudComputingTechnologiesandApplications(CloudTech),1-8.CrossrefGangRen,TaehoHong.(2017)InvestigatingOnlineDestinationImagesUsingaTopic-BasedSentimentAnalysisApproach.Sustainability9:10,1765.Onlinepublicationdate:29-Sep-2017.CrossrefJianWang,ZewenCao.(2017)ChinesetextsentimentanalysisusingLSTMnetworkbasedonL2andNadam.2017IEEE17thInternationalConferenceonCommunicationTechnology(ICCT),1891-1895.CrossrefAtikaQazi,AlirezaTamjidyamcholo,RamGopalRaj,GlennHardaker,CraigStanding.(2017)Assessingconsumers'satisfactionandexpectationsthroughonlineopinions:Expectationanddisconfirmationapproach.ComputersinHumanBehavior75,450-460.Onlinepublicationdate:1-Oct-2017.CrossrefRiteshSrivastava,M.P.S.Bhatia.(2017)Real-TimeUnspecifiedMajorSub-EventsDetectionintheTwitterDataStreamThatCausetheChangeintheSentimentScoreoftheTargetedEvent.InternationalJournalofInformationTechnologyandWebEngineering12:4,1-21.Onlinepublicationdate:1-Oct-2017.CrossrefHamidrezaKeshavarz,MohammadSanieeAbadeh.(2017)Accuratefrequency-basedlexicongenerationforopinionmining.JournalofIntelligent&FuzzySystems33:4,2223-2234.Onlinepublicationdate:22-Sep-2017.CrossrefHen-HsenHuang,Jun-JieWang,Hsin-HsiChen.(2017)Implicitopinionanalysis:Extractionandpolaritylabelling.JournaloftheAssociationforInformationScienceandTechnology68:9,2076-2087.Onlinepublicationdate:27-Jun-2017.CrossrefAntonisMatakos,EvimariaTerzi,PanayiotisTsaparas.(2017)Measuringandmoderatingopinionpolarizationinsocialnetworks.DataMiningandKnowledgeDiscovery31:5,1480-1505.Onlinepublicationdate:15-Jul-2017.CrossrefSevincIlhanOmurca,EkinEkinci,HazalTurkmen.(2017)AnannotatedcorpusforTurkishsentimentanalysisatsentencelevel.2017InternationalArtificialIntelligenceandDataProcessingSymposium(IDAP),1-5.CrossrefI.K.C.U.Perera,H.A.Caldera.(2017)Aspectbasedopinionminingonrestaurantreviews.20172ndIEEEInternationalConferenceonComputationalIntelligenceandApplications(ICCIA),542-546.CrossrefAlexanderGelbukh.(2017)Sentimentanalysisandopinionmining:Keynoteaddress.20176thInternationalConferenceonReliability,InfocomTechnologiesandOptimization(TrendsandFutureDirections)(ICRITO),41-47.CrossrefApostolosFilippas,TheodorosLappas.(2017)StrengthinNumbers:UsingBigDatatoSimplifySentimentClassification.BigData5:3,256-271.Onlinepublicationdate:1-Sep-2017.CrossrefSoujanyaPoria,ErikCambria,RajivBajpai,AmirHussain.(2017)Areviewofaffectivecomputing:Fromunimodalanalysistomultimodalfusion.InformationFusion37,98-125.Onlinepublicationdate:1-Sep-2017.CrossrefJulienBoyadjian,JulienVelcin.(2017)L’analysequantitativedesmédiassociaux,unealternativeauxenquêtesdéclaratives?.Questionsdecommunication:31,111-135.Onlinepublicationdate:1-Sep-2017.CrossrefA.M.Meligy,,H.M.Ibrahim,,M.F.Torky,.(2017)RecognizingandStoppingRumorsPatternsinSocialNetworks.IndianJournalofScienceandTechnology10:28,1-8.Onlinepublicationdate:16-Aug-2017.CrossrefA.M.Meligy,,H.M.Ibrahim,,M.F.Torky,.(2017)RecognizingandStoppingRumorsPatternsinSocialNetworks.IndianJournalofScienceandTechnology10:28,1-8.Onlinepublicationdate:16-Aug-2017.CrossrefFaliangHuang,ShichaoZhang,JilianZhang,GeYu.(2017)Multimodallearningfortopicsentimentanalysisinmicroblogging.Neurocomputing253,144-153.Onlinepublicationdate:1-Aug-2017.CrossrefHaiyunPeng,ErikCambria,AmirHussain.(2017)AReviewofSentimentAnalysisResearchinChineseLanguage.CognitiveComputation9:4,423-435.Onlinepublicationdate:8-May-2017.CrossrefEugeniaPolitou,EfthimiosAlepis,ConstantinosPatsakis.(2017)Asurveyonmobileaffectivecomputing.ComputerScienceReview25,79-100.Onlinepublicationdate:1-Aug-2017.CrossrefSSruthi,ReshmaSheik,AnsammaJohn.(2017)Reducedfeaturebasedsentimentanalysisonmoviereviewsusingkeyterms.2017IEEEInternationalConferenceonSignalProcessing,Informatics,CommunicationandEnergySystems(SPICES),1-8.CrossrefLiviuAdrianCotfas,CameliaDelcea,IrinaRaicu,IoanaAlexandraBradea,EmilScarlat.(2017)GreysentimentanalysisusingSentiWordNet.2017InternationalConferenceonGreySystemsandIntelligentServices(GSIS),284-288.CrossrefMin-YuhDay,Yue-DaLin.(2017)DeepLearningforSentimentAnalysisonGooglePlayConsumerReview.2017IEEEInternationalConferenceonInformationReuseandIntegration(IRI),382-388.CrossrefSharadVerma,MayankSaini,AditiSharan.(2017)Deepsequentialmodelforreviewratingprediction.2017TenthInternationalConferenceonContemporaryComputing(IC3),1-6.CrossrefM.S.I.Malik,AyyazHussain.(2017)Helpfulnessofproductreviewsasafunctionofdiscretepositiveandnegativeemotions.ComputersinHumanBehavior73,290-302.Onlinepublicationdate:1-Aug-2017.CrossrefXuanzheLiu,WeiAi,HuoranLi,JianTang,GangHuang,FengFeng,QiaozhuMei.(2017)DerivingUserPreferencesofMobileAppsfromTheirManagementActivities.ACMTransactionsonInformationSystems35:4,1-32.Onlinepublicationdate:11-Jul-2017.CrossrefZsuzsaKaló,LeventeMóró,ZsoltDemetrovics,KatalinFelvinczi.(2017)Amixed-methodsanalysisofonlineNPSuserdiscussioninHungary.Drugs:Education,PreventionandPolicy24:4,340-347.Onlinepublicationdate:7-Jul-2017.CrossrefMohamedM.Mostafa,NicolásRoserNebot.(2017)SentimentanalysisofArabiclanguageinfluenceonSpanishvocabulary:AnElPaísnewspaperandTwittercasestudy.JournalofInformationTechnologyCaseandApplicationResearch19:3,145-157.Onlinepublicationdate:17-Nov-2017.CrossrefFabienneLind,MariaGruber,HajoG.Boomgaarden.(2017)ContentAnalysisbytheCrowd:AssessingtheUsabilityofCrowdsourcingforCodingLatentConstructs.CommunicationMethodsandMeasures11:3,191-209.Onlinepublicationdate:2-May-2017.CrossrefRoqueEnriqueLópezCondori,ThiagoAlexandreSalgueiroPardo.(2017)Opinionsummarizationmethods:Comparingandextendingextractiveandabstractiveapproaches.ExpertSystemswithApplications78,124-134.Onlinepublicationdate:1-Jul-2017.CrossrefFangzhaoWu,ZhigangYuan,YongfengHuang.(2017)CollaborativelyTrainingSentimentClassifiersforMultipleDomains.IEEETransactionsonKnowledgeandDataEngineering29:7,1370-1383.Onlinepublicationdate:1-Jul-2017.CrossrefTuijaVirtanen.(2017)Adaptabilityinonlineconsumerreviews:Exploringgenredynamicsandinteractionalchoices.JournalofPragmatics116,77-90.Onlinepublicationdate:1-Jul-2017.CrossrefShih-JungWu,Rui-DongChiang,Zheng-HongJi.(2017)DevelopmentofaChineseopinion-miningsystemforapplicationtoInternetonlineforums.TheJournalofSupercomputing73:7,2987-3001.Onlinepublicationdate:29-Jul-2016.CrossrefZhenxinQin,IliasPetrounias.(2017)ASemantic-BasedFrameworkforFineGrainedSentimentAnalysis.2017IEEE19thConferenceonBusinessInformatics(CBI),295-301.CrossrefChrisJefferson,HanLiu,MihaelaCocea.(2017)Fuzzyapproachforsentimentanalysis.2017IEEEInternationalConferenceonFuzzySystems(FUZZ-IEEE),1-6.CrossrefA.Salas,P.Georgakis,C.Nwagboso,A.Ammari,I.Petalas.(2017)Trafficeventdetectionframeworkusingsocialmedia.2017IEEEInternationalConferenceonSmartGridandSmartCities(ICSGSC),303-307.CrossrefDeepaMaryMathews,SajimonAbraham.(2017)Analyticthinkingofpatients'viewpointspertaintospatreatment.2017InternationalConferenceonNetworks&AdvancesinComputationalTechnologies(NetACT),235-241.CrossrefSalmaBenDhaou,KuangZhou,MouloudKharoune,ArnaudMartin,BoutheinaBenYaghlane.(2017)Theadvantageofevidentialattributesinsocialnetworks.201720thInternationalConferenceonInformationFusion(Fusion),1-8.CrossrefHeeryonCho,SangMinYoon.(2017)Improvingsentimentclassificationthroughdistinctwordselection.201710thInternationalConferenceonHumanSystemInteractions(HSI),202-205.CrossrefJianyongTuo,ShuoYan,BingLi,HailiangWang,XiaomengYou.(2017)AspectExtractionandAspectTermsExpansioninChineseReviewsUsingClusterSemi-SupervisedExpansionModel.20174thInternationalConferenceonInformationScienceandControlEngineering(ICISCE),212-217.CrossrefSantoshiKuamri,CNarendraBabu.(2017)Realtimeanalysisofsocialmediadatatounderstandpeopleemotionstowardsnationalparties.20178thInternationalConferenceonComputing,CommunicationandNetworkingTechnologies(ICCCNT),1-6.CrossrefZeeniaSingla,SukhchandanRandhawa,SushmaJain.(2017)Statisticalandsentimentanalysisofconsumerproductreviews.20178thInternationalConferenceonComputing,CommunicationandNetworkingTechnologies(ICCCNT),1-6.CrossrefPawanKumarVerma,ShaliniAgarwal,MohdAamirKhan.(2017)OpinionminingconsideringromanwordsusingJaccardsimilarityalgorithmbasedonclustering.20178thInternationalConferenceonComputing,CommunicationandNetworkingTechnologies(ICCCNT),1-4.CrossrefRebeenAliHamad,SaeedM.Alqahtani,MercedesTorresTorres.(2017)EmotionandpolaritypredictionfromTwitter.2017ComputingConference,297-306.CrossrefRuchiMehra,MandeepKaurBedi,GagandeepSingh,RamanArora,TannuBala,SunnySaxena.(2017)Sentimentalanalysisusingfuzzyandnaivebayes.2017InternationalConferenceonComputingMethodologiesandCommunication(ICCMC),945-950.CrossrefShiliangSun,ChenLuo,JunyuChen.(2017)Areviewofnaturallanguageprocessingtechniquesforopinionminingsystems.InformationFusion36,10-25.Onlinepublicationdate:1-Jul-2017.CrossrefZhengYan,XuyangJing,WitoldPedrycz.(2017)Fusingandminingopinionsforreputationgeneration.InformationFusion36,172-184.Onlinepublicationdate:1-Jul-2017.CrossrefRAHIMDEHKHARGHANI,BERRINYANIKOGLU,YUCELSAYGIN,KEMALOFLAZER.(2017)SentimentanalysisinTurkishatdifferentgranularitylevels.NaturalLanguageEngineering23:4,535-559.Onlinepublicationdate:21-Oct-2016.CrossrefZhong-YongChen,Wen-TingLi.(2017)Topic-IndependentChineseSentimentIdentificationfromOnlineNews.InternationalJournalofKnowledgeandSystemsScience8:3,34-44.Onlinepublicationdate:1-Jul-2017.CrossrefZhongyingZhao,YongZhang,ChaoLi,LiNing,JiancongFan.(2017)Asystemtomanageandminemicrobloggingdata.JournalofIntelligent&FuzzySystems33:1,315-325.Onlinepublicationdate:22-Jun-2017.CrossrefI.Goloshchapova,M.Andreev.(2017)MeasuringinflationexpectationsoftheRussianpopulationwiththehelpofmachinelearning.VoprosyEkonomiki:6,71-93.Onlinepublicationdate:20-Jun-2017.CrossrefMdShadAkhtar,DeepakGupta,AsifEkbal,PushpakBhattacharyya.(2017)Featureselectionandensembleconstruction:Atwo-stepmethodforaspectbasedsentimentanalysis.Knowledge-BasedSystems125,116-135.Onlinepublicationdate:1-Jun-2017.CrossrefScottA.Crossley,KristopherKyle,DanielleS.McNamara.(2017)SentimentAnalysisandSocialCognitionEngine(SEANCE):Anautomatictoolforsentiment,socialcognition,andsocial-orderanalysis.BehaviorResearchMethods49:3,803-821.Onlinepublicationdate:18-May-2016.CrossrefAlirezaYousefpour,RolianaIbrahim,HazaNuzlyAbdelHamed.(2017)Ordinal-basedandfrequency-basedintegrationoffeatureselectionmethodsforsentimentanalysis.ExpertSystemswithApplications75,80-93.Onlinepublicationdate:1-Jun-2017.CrossrefSamuelT.McAbee,RonaldS.Landis,MauraI.Burke.(2017)Inductivereasoning:Thepromiseofbigdata.HumanResourceManagementReview27:2,277-290.Onlinepublicationdate:1-Jun-2017.CrossrefCarlosSimoes,RuiNeves,NunoHorta.(2017)UsingsentimentfromTwitteroptimizedbyGeneticAlgorithmstopredictthestockmarket.2017IEEECongressonEvolutionaryComputation(CEC),1303-1310.CrossrefSamanehKarimi,AzadehShakery.(2017)Alanguage-model-basedapproachforsubjectivitydetection.JournalofInformationScience43:3,356-377.Onlinepublicationdate:1-Apr-2016.CrossrefAliYadollahi,AmenehGholipourShahraki,OsmarR.Zaiane.(2017)CurrentStateofTextSentimentAnalysisfromOpiniontoEmotionMining.ACMComputingSurveys50:2,1-33.Onlinepublicationdate:25-May-2017.CrossrefTianyiWang,GangWang,BolunWang,DivyaSambasivan,ZengbinZhang,XingLi,HaitaoZheng,BenY.Zhao.(2017)ValueandMisinformationinCollaborativeInvestingPlatforms.ACMTransactionsontheWeb11:2,1-32.Onlinepublicationdate:4-May-2017.CrossrefKarinBecker,VivianeP.Moreira,AlineG.L.dosSantos.(2017)Multilingualemotionclassificationusingsupervisedlearning:Comparativeexperiments.InformationProcessing&Management53:3,684-704.Onlinepublicationdate:1-May-2017.CrossrefFangzhaoWu,YongfengHuang,ZhigangYuan.(2017)Domain-specificsentimentclassificationviafusingsentimentknowledgefrommultiplesources.InformationFusion35,26-37.Onlinepublicationdate:1-May-2017.CrossrefXiaojiaPu,GangshanWu,ChunfengYuan.(2017)Sentimentanalysiswiththeexplorationofoverallopinionsentences.2017InternationalJointConferenceonNeuralNetworks(IJCNN),2392-2399.CrossrefCostin-GabrielChiru,TudorDimcica,StereCaciandone.(2017)ExpressionofPoliticalOpinionsinPress.201721stInternationalConferenceonControlSystemsand

ComputerScience(CSCS),182-189.CrossrefBehnamRoshanfekr,ShahramKhadivi,MohammadRahmati.(2017)SentimentanalysisusingdeeplearningonPersiantexts.2017IranianConferenceonElectricalEngineering(ICEE),1503-1508.CrossrefHannahThinyane,MamelloThinyane.(2017)TheuseofsentimentanalysisandtopicmodellingtounderstandonlinecommunicativeecologiesinMobiSAM.2017IST-AfricaWeekConference(IST-Africa),1-8.CrossrefShahnawaz,ParmanandAstya.(2017)Sentimentanalysis:Approachesandopenissues.2017InternationalConferenceonComputing,CommunicationandAutomation(ICCCA),154-158.CrossrefMichaelThomasMoore.(2017)ConstructingasentimentanalysismodelforLibQUAL+comments.PerformanceMeasurementandMetrics18:1,78-87.Onlinepublicationdate:10-Apr-2017.CrossrefXiaLiu,AlvinC.Burns,YingjianHou.(2017)AnInvestigationofBrand-RelatedUser-GeneratedContentonTwitter.JournalofAdvertising46:2,236-247.Onlinepublicationdate:23-Mar-2017.CrossrefViktorHangya,RichárdFarkas.(2017)Acomparativeempiricalstudyonsocialmediasentimentanalysisovervariousgenresandlanguages.ArtificialIntelligenceReview47:4,485-505.Onlinepublicationdate:2-Jul-2016.CrossrefKasturiDewiVarathan,AnastasiaGiachanou,FabioCrestani.(2017)Comparativeopinionmining:Areview.JournaloftheAssociationforInformationScienceandTechnology68:4,811-829.Onlinepublicationdate:3-Aug-2016.CrossrefNimishJoseph,ArpanKumarKar,P.VigneswaraIlavarasan,ShankarGanesh.(2017)ReviewofDiscussionsonInternetofThings(IoT):.JournalofGlobalInformationManagement25:2,38-51.Onlinepublicationdate:1-Apr-2017.CrossrefHienTo,SumeetAgrawal,SeonHoKim,CyrusShahabi.(2017)OnIdentifyingDisaster-RelatedTweets:Matching-BasedorLearning-Based?.2017IEEEThirdInternationalConferenceonMultimediaBigData(BigMM),330-337.CrossrefAbdulazizM.Alayba,VasilePalade,MatthewEngland,RahatIqbal.(2017)Arabiclanguagesentimentanalysisonhealthservices.20171stInternationalWorkshoponArabicScriptAnalysisandRecognition(ASAR),114-118.CrossrefTaoChen,RuifengXu,YulanHe,XuanWang.(2017)ImprovingsentimentanalysisviasentencetypeclassificationusingBiLSTM-CRFandCNN.ExpertSystemswithApplications72,221-230.Onlinepublicationdate:1-Apr-2017.CrossrefSiLi,ZhaoyanMing,YanLeng,JunGuo.(2017)Productrankingusinghierarchicalaspectstructures.JournalofIntelligentInformationSystems48:2,453-474.Onlinepublicationdate:9-Jul-2016.CrossrefVíctorRodríguez-Fernández,HéctorD.Menéndez,DavidCamacho.(2017)AnalysingtemporalperformanceprofilesofUAVoperatorsusingtimeseriesclustering.ExpertSystemswithApplications70,103-118.Onlinepublicationdate:1-Mar-2017.CrossrefAshaSManek,PDeepaShenoy,MChandraMohan,VenugopalKR.(2017)AspecttermextractionforsentimentanalysisinlargemoviereviewsusingGiniIndexfeatureselectionmethodandSVMclassifier.WorldWideWeb20:2,135-154.Onlinepublicationdate:4-Feb-2016.CrossrefYangZhang,FeilongTang,LeonardBarolli,YanqinYang,WenchaoXu.(2017)JointlyModelingMulti-grainAspectsandOpinionsforLarge-ScaleOnlineReview.2017IEEE31stInternationalConferenceonAdvancedInformationNetworkingandApplications(AINA),570-577.CrossrefPenubakaBalaji,O.Nagaraju,D.Haritha.(2017)Levelsofsentimentanalysisanditschallenges:Aliteraturereview.2017InternationalConferenceonBigDataAnalyticsandComputationalIntelligence(ICBDAC),436-439.CrossrefS.Rajalakshmi,S.Asha,N.Pazhaniraja.(2017)Acomprehensivesurveyonsentimentanalysis.2017FourthInternationalConferenceonSignalProcessing,CommunicationandNetworking(ICSCN),1-5.CrossrefReddyNaidu,SantoshKumarBharti,KorraSathyaBabu,RameshKumarMohapatra.(2017)SentimentanalysisusingTeluguSentiWordNet.2017InternationalConferenceonWirelessCommunications,SignalProcessingandNetworking(WiSPNET),666-670.CrossrefM.L.Green,C.L.Choi,J.R.Hattrick-Simpers,A.M.Joshi,I.Takeuchi,S.C.Barron,E.Campo,T.Chiang,S.Empedocles,J.M.Gregoire,A.G.Kusne,J.Martin,A.Mehta,K.Persson,Z.Trautt,J.VanDuren,A.Zakutayev.(2017)Fulfillingthepromiseofthematerialsgenomeinitiativewithhigh-throughputexperimentalmethodologies.AppliedPhysicsReviews4:1,011105.Onlinepublicationdate:1-Mar-2017.CrossrefHanLiu,MihaelaCocea,AlaaMohasseb,MohamedBader.(2017)Transformationofdiscriminativesingle-taskclassificationintogenerativemulti-taskclassificationinmachinelearningcontext.2017NinthInternationalConferenceonAdvancedComputationalIntelligence(ICACI),66-73.CrossrefV.JudeNirmal,D.I.GeorgeAmalarethinam.(2017)Real-TimeSentimentPredictiononStreamingSocialNetworkDataUsingIn-MemoryProcessing.2017WorldCongressonComputingandCommunicationTechnologies(WCCCT),69-72.CrossrefAshishKumarRathore,P.VigneswaraIlavarasan.(2017)Socialmediaanalyticsfornewproductdevelopment:Caseofapizza.2017InternationalConferenceonAdvancesinMechanical,Industrial,AutomationandManagementSystems(AMIAMS),213-219.CrossrefBaojunMa,HuaYuan,YeWu.(2017)Exploringperformanceofclusteringmethodsondocumentsentimentanalysis.JournalofInformationScience43:1,54-74.Onlinepublicationdate:10-Jul-2016.CrossrefYingDing,ChanglongYu,JingJiang.2017.ANeuralNetworkModelforSemi-supervisedReviewAspectIdentification.AdvancesinKnowledgeDiscoveryandDataMining,668-680.CrossrefQiangChen,WenjieLi,YuLei,XuleLiu,ChuweiLuo,YanxiangHe.2017.Cross-LingualSentimentRelationCapturingforCross-LingualSentimentAnalysis.AdvancesinInformationRetrieval,54-67.CrossrefJiweiLi,EduardHovy.2017.ReflectionsonSentiment/OpinionAnalysis.APracticalGuidetoSentimentAnalysis,41-59.CrossrefIslamQudah,FethiA.Rabhi.2017.NewsSentimentImpactAnalysis(NSIA)Framework.EnterpriseApplications,MarketsandServicesintheFinanceIndustry,1-16.CrossrefMicheleDiCapua,AlfredoPetrosino.2017.ADeepLearningApproachtoDealwithDataUncertaintyinSentimentAnalysis.FuzzyLogicandSoftComputingApplications,172-184.CrossrefZhenHai,GaoCong,KuiyuChang,PengCheng,ChunyanMiao.(2017)AnalyzingSentimentsinOneGo:ASupervisedJointTopicModelingApproach.IEEETransactionsonKnowledgeandDataEngineering,1-1.Onlinepublicationdate:1-Jan-2017.CrossrefMikeThelwall.(2017)TensiStrength:Stressandrelaxationmagnitudedetectionforsocialmediatexts.InformationProcessing&Management53:1,106-121.Onlinepublicationdate:1-Jan-2017.CrossrefAinhoaSerna,JonKepaGerrikagoitia,UnaiBernabe,TomásRuiz.2017.AMethodtoAssessSustainableMobilityforSustainableTourism:TheCaseofthePublicBikeSystems.InformationandCommunicationTechnologiesinTourism2017,727-739.CrossrefAnnalinaCaputo,PierpaoloBasile,MarcodeGemmis,PasqualeLops,GiovanniSemeraro,GaetanoRossiello.2017.SABRE:ASentimentAspect-BasedRetrievalEngine.InformationFilteringandRetrieval,63-78.CrossrefHongningWang,ChengXiangZhai.2017.GenerativeModelsforSentimentAnalysisandOpinionMining.APracticalGuidetoSentimentAnalysis,107-134.CrossrefCristianFelix,AnshulVikramPandey,EnricoBertini.(2017)TextTile:AnInteractiveVisualizationToolforSeamlessExploratoryAnalysisofStructuredDataandUnstructuredText.IEEETransactionsonVisualizationandComputerGraphics23:1,161-170.Onlinepublicationdate:1-Jan-2017.CrossrefDavideDiFatta,RobertoMusotto.2017.ContentandSentimentAnalysisonOnlineSocialNetworks(OSNs).DataAnalyticsinDigitalHumanities,121-133.CrossrefAliMertErtugrul,ItirOnal,CengizAcarturk.2017.DoestheStrengthofSentimentMatter?ARegressionBasedApproachonTurkishSocialMedia.NaturalLanguageProcessingandInformationSystems,149-155.CrossrefAnshuman,ShivaniRao,MishaKakkar.(2017)Aratingapproachbasedonsentimentanalysis.20177thInternationalConferenceonCloudComputing,DataScience&Engineering-Confluence,557-562.CrossrefYongJin,HarryZhang,DongleiDu.2017.IncorporatingPositionalInformationintoDeepBeliefNetworksforSentimentClassification.AdvancesinDataMining.ApplicationsandTheoreticalAspects,1-15.CrossrefSadamAl-Azani,El-SayedM.El-Alfy.(2017)UsingWordEmbeddingandEnsembleLearningforHighlyImbalancedDataSentimentAnalysisinShortArabicText.ProcediaComputerScience109,359-366.Onlinepublicationdate:1-Jan-2017.CrossrefEllenWeber.2017.FörderungeinerpositivenKunden-Mitarbeiter-InteraktionmittelsintelligenterSprachanalysetechnologien.Dienstleistungen4.0,211-239.CrossrefMengxiaoJiang,JianxiangWang,ManLan,YuanbinWu.2017.,42.CrossrefPrabhsimranSingh,RavinderSinghSawhney,KaranjeetSinghKahlon.2017.PredictingtheOutcomeofSpanishGeneralElections2016UsingTwitterasaTool.AdvancedInformaticsforComputingResearch,73-83.CrossrefLirongQiu,HuiliZhang,ZhenZhang,QiumeiPu.(2017)TibetanMicroblogEmotionalAnalysisBasedonSequentialModelinOnlineSocialPlatforms.Complexity2017,1-8.Onlinepublicationdate:1-Jan-2017.CrossrefErhanSezerer,SelmaTekir.2017.ARelativisticOpinionMiningApproachtoDetectFactualorOpinionatedNewsSources.BigDataAnalyticsandKnowledgeDiscovery,303-312.CrossrefAbdeljalilElouardighi,MohcineMaghfour,HafdallaHammia.2017.CollectingandProcessingArabicFacebookCommentsforSentimentAnalysis.ModelandDataEngineering,262-274.CrossrefDaPan,MengqiWang,MeishanZhang,GuohongFu.2017.ExtractingChineseExplanatoryExpressionswithDiscreteandNeuralCRFs.DataScience,1-12.CrossrefJigarJadav,AndrewBurke,PratikDhiman,MichaelKollmer,CharlesTappert.(2017)ClassificationofStudentWebQueries.2017IEEE7thAnnualComputingandCommunicationWorkshopandConference(CCWC),1-7.CrossrefLorettaH.Cheeks,AshrafGaffar.(2017)ExploringDoubleSubjectivitythroughNewsFramesinOnlineNewsSources:ANetworkApproach.2017IEEE11thInternationalConferenceonSemanticComputing(ICSC),24-31.CrossrefSattamAlmatarneh,PabloGamallo.2017.SearchingfortheMostNegativeOpinions.KnowledgeEngineeringandSemanticWeb,14-22.CrossrefFaridehTavazoee,ClaudioConversano,FrancescoMola.2017.InvestigatingtheRelationshipBetweenTweetingStyleandPopularity:TheCaseofUSPresidentialElection2016.KnowledgeEngineeringandSemanticWeb,112-123.CrossrefKhuongVo,DangPham,MaoNguyen,TrungMai,ThoQuan.2017.CombinationofDomainKnowledgeandDeepLearningforSentimentAnalysis.Multi-disciplinaryTrendsinArtificialIntelligence,162-173.CrossrefMohammadDarwich,ShahrulAzmanMohdNoah,NazliaOmar.2017.Minimally-SupervisedSentimentLexiconInductionModel:ACaseStudyofMalaySentimentAnalysis.Multi-disciplinaryTrendsinArtificialIntelligence,225-237.CrossrefSadamAl-Azani,El-SayedM.El-Alfy.2017.HybridDeepLearningforSentimentPolarityDeterminationofArabicMicroblogs.NeuralInformationProcessing,491-500.CrossrefMarioAndrésParedes-Valverde,RicardoColomo-Palacios,MaríadelPilarSalas-Zárate,RafaelValencia-García.(2017)SentimentAnalysisinSpanishforImprovementofProductsandServices:ADeepLearningApproach.ScientificProgramming2017,1-6.Onlinepublicationdate:1-Jan-2017.CrossrefJohnleeJumin,MohamadTahaIjab,HalimahBadiozeZaman.2017.AnIntegratedSocialMediaTradingPlatformforB40SocialMediaEntrepreneurship.AdvancesinVisualInformatics,112-119.CrossrefAnjumanPrabhat,VikasKhullar.(2017)SentimentclassificationonbigdatausingNaïvebayesandlogisticregression.2017InternationalConferenceonComputerCommunicationandInformatics(ICCCI),1-5.CrossrefHarshDani,JundongLi,HuanLiu.2017.,52.CrossrefJoschkaKersting,MichaelaGeierhos.2017.UsingSentimentAnalysisonLocalUp-to-the-MinuteNews:AnIntegratedApproach.InformationandSoftwareTechnologies,528-538.CrossrefAinhoaSerna,JonKepaGerrikagoitia,UnaiBernabé,TomásRuiz.(2017)SustainabilityanalysisonUrbanMobilitybasedonSocialMediacontent.TransportationResearchProcedia24,1-8.Onlinepublicationdate:1-Jan-2017.CrossrefAmmarMars,SihemHamem,MohamedSalahGouider.2017.NewOntologicalApproachforOpinionPolarityExtractionfromTwitter.ComputationalCollectiveIntelligence,448-458.CrossrefC.A.Iglesias,J.F.Sánchez-Rada,G.Vulcu,P.Buitelaar.2017.LinkedDataModelsforSentimentandEmotionAnalysisinSocialNetworks.SentimentAnalysisinSocialNetworks,49-69.CrossrefS.Negi,P.Buitelaar.2017.SuggestionMiningFromOpinionatedText.SentimentAnalysisinSocialNetworks,129-139.CrossrefK.Moilanen,S.Pulman.2017.Price-SensitiveRipplesandChainReactions.SentimentAnalysisinSocialNetworks,223-237.CrossrefKNandhiniDevi,DVidyabharati.(2017)IdentificationofLatentAspectsUsingBayesianNon-ParametricModels.SSRNElectronicJournal.Onlinepublicationdate:1-Jan-2017.CrossrefNikolaosSpatiotis,MichaelParaskevas,IsidorosPerikos,IosifMporas.2017.ExaminingtheImpactofFeatureSelectiononSentimentAnalysisfortheGreekLanguage.SpeechandComputer,353-361.CrossrefLorettaHendersonCheeks,AshrafGaffar,MableJohnsonMoore.(2017)ModelingDoubleSubjectivityforGainingProgrammableInsights:FramingtheCaseofUber.AdvancesinScience,TechnologyandEngineeringSystemsJournal2:3,1677-1692.Onlinepublicationdate:1-Sep-2017.CrossrefKimSchouten,FlaviusFrasincar,FranciskadeJong.2017.,302.CrossrefL.Y.N.Tang,Y.M.Zhang,F.Dai,Y.J.Yoon,Y.Q.Song.(2017),270.CrossrefYujieLu,KotaroSakamoto,HideyukiShibuki,TatsunoriMori.(2017)ConstructionofaMultilingualAnnotatedCorpusforDeeperSentimentUnderstandinginSocialMedia.JournalofNaturalLanguageProcessing24:2,205.CrossrefOrestesAppel,FranciscoChiclana,JennyCarter,HamidoFujita.(2017)Successesandchallengesindevelopingahybridapproachtosentimentanalysis.AppliedIntelligence.CrossrefNikhitaVedula,SrinivasanParthasarathy.(2017),127.CrossrefRonaldoFlorence,BrunoNogueira,RicardoMarcacini.(2017),49.CrossrefYassineAl-Amrani,MohamedLazaar,KamalEddineElkadiri.(2017),1.CrossrefMirkoLai,DeliaIrazúHernándezFarías,VivianaPatti,PaoloRosso.2017.,155.CrossrefDouglasCirqueira,MárciaPinheiro,ThaísBraga,AntonioJacob,OlafReinhold,RainerAlt,ÁdamoSantana.(2017),998.CrossrefYutaSano,TsunenoriMine.(2017)DetectionofCurrentActualStatusandDemandExpressionsinCommunityComplaintReports.TransactionsoftheJapaneseSocietyforArtificialIntelligence32:5,AG16-B_1-10.Onlinepublicationdate:1-Jan-2017.CrossrefCorneliaFerner,WernerPomwenger,StefanWegenkittl,MartinSchnöll,VeronikaHaaf,ArnoldKeller.2017.,53.CrossrefZhaonanChen,NaWang,XiaLi,PiaoChen.(2017),578.CrossrefA.Angelpreethi,S.BrittoRameshKumar.(2017),89.CrossrefElshrifElmurngi,AbdelouahedGherbi.(2017),107.CrossrefQiongxiaHuang,RiqingChen,XianghanZheng,ZhenxingDong.(2017),30.CrossrefQuan-HoangVo,Huy-TienNguyen,BacLe,Minh-LeNguyen.(2017),24.CrossrefNgoXuanBach,LeCongLinh,TuMinhPhuong.(2017),173.CrossrefKeiichiGoshima,HiroshiTakahashi.(2017)BuildingaSentimentDictionaryforNewsAnalyticsusingStockPrices.JournalofNaturalLanguageProcessing24:4,547.CrossrefAddrianCarlB.Invento,TristanJamesLerias,AngieM.Ceniza.(2017)SentimentAnalysisontheImpactofK-12PrograminthePhilippinesusingNaïveBayesandLexiconApproachwithCodeSwitching.Proceedingsofthe2017InternationalConferenceonInformationTechnology-ICIT2017,103-106.CrossrefDianaCavalcanti,RicardoPrudêncio.2017.Aspect-BasedOpinionMininginDrugReviews.ProgressinArtificialIntelligence,815-827.CrossrefQingqingZhou,ChengzhiZhang.(2017)DetectingdietarypreferenceofsocialmediausersinChinaviasentimentanalysis.ProceedingsoftheAssociationforInformationScienceandTechnology54:1,523-527.Onlinepublicationdate:24-Oct-2017.CrossrefIRPutri,RKusumaningrum.(2017)LatentDirichletAllocation(LDA)forSentimentAnalysisTowardTourismReviewinIndonesia.JournalofPhysics:ConferenceSeries801,012073.Onlinepublicationdate:23-Mar-2017.CrossrefJulienBoyadjian,AurélieOlivesi,JulienVelcin.(2017)Lewebpolitiqueauprismedelasciencedesdonnées.Réseauxn°204:4,9.Onlinepublicationdate:1-Jan-2017.CrossrefRamyBaly,GeorgesEl-Khoury,RawanMoukalled,RitaAoun,HazemHajj,KhaledBashirShaban,WassimEl-Hajj.(2017)ComparativeEvaluationofSentimentAnalysisMethodsAcrossArabicDialects.ProcediaComputerScience117,266-273.Onlinepublicationdate:1-Jan-2017.CrossrefNeethuAkkarapatty,AnjalyMuralidharan,NishaS.Raj,VinodP..2017.DimensionalityReductionTechniquesforTextMining.CollaborativeFilteringUsingDataMiningandAnalysis,49-72.CrossrefMahimaGoyal,VishalBhatnagar.2017.AClassificationFrameworkonOpinionMiningforEffectiveRecommendationSystems.CollaborativeFilteringUsingDataMiningandAnalysis,180-194.CrossrefNicolaCapolupo,GianpaoloBasile,GiancarloScozzese.2017.SentimentAnalysisasaTooltoUnderstandtheCulturalRelationshipbetweenConsumerandBrand.HandbookofResearchonIntelligentTechniquesandModelingApplicationsinMarketingAnalytics,202-215.CrossrefMarioGonzalez-Fuentes.2017.TheOrganizationoftheFutureandtheMarketingFunction.StrategicImperativesandCoreCompetenciesintheEraofRoboticsandArtificialIntelligence,126-145.CrossrefMyraSpiliopoulou,EiriniNtoutsi,MaxZimmermann.2017.OpinionStreamMining.EncyclopediaofMachineLearningandDataMining,938-947.CrossrefZhiyuanChen,BingLiu.2017.TopicModelsforNLPApplications.EncyclopediaofMachineLearningandDataMining,1276-1280.CrossrefYudianZheng,GuoliangLi,YuanbingLi,CaihuaShan,ReynoldCheng.(2017)Truthinferenceincrowdsourcing.ProceedingsoftheVLDBEndowment10:5,541-552.Onlinepublicationdate:1-Jan-2017.CrossrefRodrigoL.A.Almeida,LanaB.Mesquita,RainaraM.Carvalho,RossanaM.C.Andrade.2017.WhenTechnologySupportsUrbanMobility:ImprovementsforMobileApplicationsBasedonaUXEvaluation.Human-ComputerInteraction.InteractionContexts,111-130.CrossrefEshragRefaee.2017.SentimentAnalysisforMicro-bloggingPlatformsinArabic.SocialComputingandSocialMedia.ApplicationsandAnalytics,275-294.CrossrefAreebAlowisheq,NoraAlrajebah,AsmaAlrumikhani,GhadeerAl-Shamrani,MahaShaabi,MuneeraAl-Nufaisi,AhadAlnasser,SarahAlhumoud.2017.InvestigatingtheRelationshipBetweenTrustandSentimentAgreementinArabTwitterUsers.SocialComputingandSocialMedia.ApplicationsandAnalytics,236-245.CrossrefChristianVoigt,BarbaraKieslinger,TeresaSchäfer.2017.UserExperiencesAroundSentimentAnalyses,FacilitatingWorkplaceLearning.SocialComputingandSocialMedia.ApplicationsandAnalytics,312-324.CrossrefPrabhsimranSingh,RavinderSinghSawhney,KaranjeetSinghKahlon.2017.Forecastingthe2016USPresidentialElectionsUsingSentimentAnalysis.DigitalNations–SmartCities,Innovation,andSustainability,412-423.CrossrefKumarGaurav,PrabhatKumar.2017.ConsumerSatisfactionRatingSystemUsingSentimentAnalysis.DigitalNations–SmartCities,Innovation,andSustainability,400-411.CrossrefValaAliRohani,ShahidShayaa,GhazalehBabanejaddehaki.(2017)HowSocialMediaInfluencersGovernSentimentTerritory.InternationalJournalofAppliedEvolutionaryComputation8:1,49-60.Onlinepublicationdate:1-Jan-2017.CrossrefToboreIgbe,BolanleOjokoh,OlumideAdewale.(2016)DiscoveringSpatio-temporalPatternsofThemesinSocialMedia.Orientaljournalofcomputerscienceandtechnology9:3,165-176.Onlinepublicationdate:17-Dec-2016.CrossrefFilipeNRibeiro,MatheusAraújo,PollyannaGonçalves,MarcosAndréGonçalves,FabrícioBenevenuto.(2016)SentiBench-abenchmarkcomparisonofstate-of-the-practicesentimentanalysismethods.EPJDataScience5:1.Onlinepublicationdate:7-Jul-2016.CrossrefElvisSaravia,CarlosArgueta,Yi-ShinChen.(2016)Unsupervisedgraph-basedpatternextractionformultilingualemotionclassification.SocialNetworkAnalysisandMining6:1.Onlinepublicationdate:12-Oct-2016.CrossrefLinaMariaRojas-Barahona.(2016)Deeplearningforsentimentanalysis.LanguageandLinguisticsCompass10:12,701-719.Onlinepublicationdate:29-Dec-2016.CrossrefJoanaCorreia,IsabelTrancoso,BhikshaRaj.(2016)AdaptationofSVMforMILforinferringthepolarityofmoviesandmoviereviews.2016IEEESpokenLanguageTechnologyWorkshop(SLT),258-264.CrossrefToqirA.Rana,Yu-NCheah.(2016)Aspectextractioninsentimentanalysis:comparativeanalysisandsurvey.ArtificialIntelligenceReview46:4,459-483.Onlinepublicationdate:26-Feb-2016.CrossrefFangzhaoWu,YangqiuSong,YongfengHuang.(2016)Microblogsentimentclassificationwithheterogeneoussentimentknowledge.InformationSciences373,149-164.Onlinepublicationdate:1-Dec-2016.CrossrefShadyS.Refaat,HaithamAbu-Rub,AmiraMohamed.(2016)Bigdata,betterenergymanagementandcontroldecisionsfordistributionsystemsinsmartgrid.2016IEEEInternationalConferenceonBigData(BigData),3115-3120.CrossrefGaryS.W.Goh,AndyJ.L.Ang,AllanN.S.Zhang.(2016)Optimizingperformanceofsentimentanalysisthroughdesignofexperiments.2016IEEEInternationalConferenceonBigData(BigData),3737-3742.CrossrefMohammadAL-Smadi,OmarQwasmeh,BasharTalafha,MahmoudAl-Ayyoub,YaserJararweh,ElhadjBenkhelifa.(2016)Anenhancedframeworkforaspect-basedsentimentanalysisofHotels'reviews:Arabicreviewscasestudy.201611thInternationalConferenceforInternetTechnologyandSecuredTransactions(ICITST),98-103.CrossrefXiangfengDai,BobProut.(2016)Unlockbigdataemotions:Weightedwordembeddingsforsentimentclassification.2016IEEEInternationalConferenceonBigData(BigData),3833-3838.CrossrefMatheusCardoso,AngeloLoula,MatheusGiovanniPires.(2016)AutomatedFuzzySystemBasedonFeatureExtractionandSelectionforOpinionClassificationAcrossDifferentDomains.InternationalJournalofUncertainty,FuzzinessandKnowledge-BasedSystems24:Suppl.2,93-122.Onlinepublicationdate:30-Jan-2017.CrossrefMargreetDrijfhout,DaveKendal,DanyVohl,PeterTGreen.(2016)SentimentAnalysis:readyforconservation.FrontiersinEcologyandtheEnvironment14:10,525-526.Onlinepublicationdate:1-Dec-2016.CrossrefMoonisShakeel,VikramKarwal.(2016)Lexicon-basedsentimentanalysisofIndianUnionBudget2016–17.2016InternationalConferenceonSignalProcessingandCommunication(ICSC),299-302.CrossrefWeiWei,KennethJoseph,HuanLiu,KathleenM.Carley.(2016)ExploringcharacteristicsofsuspendedusersandnetworkstabilityonTwitter.SocialNetworkAnalysisandMining6:1.Onlinepublicationdate:21-Jul-2016.CrossrefHaifaK.Aldayel,AqilM.Azmi.(2016)Arabictweetssentimentanalysis–ahybridscheme.JournalofInformationScience42:6,782-797.Onlinepublicationdate:11-Jul-2016.CrossrefRRajput,ASolanki.(2016)Realtimesentimentanalysisoftweetsusingmachinelearningandsemanticanalysis.CommunicationandComputingSystems,687-692.CrossrefZhiyuanChen,BingLiu.(2016)LifelongMachineLearning.SynthesisLecturesonArtificialIntelligenceandMachineLearning10:3,1-145.Onlinepublicationdate:7-Nov-2016.Abstract|PDF(1052KB)|PDFPlus(1057KB)JinWang,Liang-ChihYu,K.RobertLai,XuejieZhang.(2016)Community-BasedWeightedGraphModelforValence-ArousalPredictionofAffectiveWords.IEEE/ACMTransactionsonAudio,Speech,andLanguageProcessing24:11,1957-1968.Onlinepublicationdate:1-Nov-2016.CrossrefBrianHeredia,TaghiM.Khoshgoftaar,JosephPrusa,MichaelCrawford.(2016)IntegratingMultipleDataSourcestoEnhanceSentimentPrediction.2016IEEE2ndInternationalConferenceonCollaborationandInternetComputing(CIC),285-291.CrossrefRenatoS.C.daRocha,LeonardoForero,HarolddeMello,ManoelaKohler,MarleyVellasco.(2016)Polarityclassificationonweb-basedreviewsusingSupportVectorMachine.2016IEEELatinAmericanConferenceonComputationalIntelligence(LA-CCI),1-6.CrossrefYongJin,HarryZhang,DongleiDu.(2016)ImprovingDeepBeliefNetworksviaDeltaRuleforSentimentClassification.2016IEEE28thInternationalConferenceonToolswithArtificialIntelligence(ICTAI),410-414.CrossrefVuLeAnh,ChienPhungVan,CuongVuCao,LinhNgoVan,KhoatThan.(2016)Streamingaspect-sentimentanalysis.2016IEEERIVFInternationalConferenceonComputing&CommunicationTechnologies,Research,Innovation,andVisionfortheFuture(RIVF),181-186.CrossrefXinruiZhang,PiyuanLin,SiyuanChen,HongjieCen,JundongWang,QiangjiaHuang,YuhongXu,JiecongTang,PeijieHuang.(2016)Valence-arousalpredictionofChineseWordswithmulti-layercorpora.2016InternationalConferenceonAsianLanguageProcessing(IALP),304-307.CrossrefFeixiangWang,YunxiaoZhou,ManLan.(2016)DimensionalsentimentanalysisoftraditionalChinesewordsusingpre-trainedNot-quite-rightSentimentWordVectorsandsupervisedensemblemodels.2016InternationalConferenceonAsianLanguageProcessing(IALP),300-303.CrossrefKarWaiLim,WrayBuntine,ChangyouChen,LanDu.(2016)NonparametricBayesiantopicmodellingwiththehierarchicalPitman–Yorprocesses.InternationalJournalofApproximateReasoning78,172-191.Onlinepublicationdate:1-Nov-2016.CrossrefMarceloDias,KarinBecker.(2016)AnHeuristics-Based,Weakly-SupervisedApproachforClassificationofStanceinTweets.2016IEEE/WIC/ACMInternationalConferenceonWebIntelligence(WI),73-80.CrossrefMilagrosFernández-Gavilanes,TamaraÁlvarez-López,JonathanJuncal-Martínez,EnriqueCosta-Montenegro,FranciscoJavierGonzález-Castaño.(2016)Unsupervisedmethodforsentimentanalysisinonlinetexts.ExpertSystemswithApplications58,57-75.Onlinepublicationdate:1-Oct-2016.CrossrefMahimaGoyal,VishalBhatnagar.(2016)ClassificationofPolarityofOpinionsUsingUnsupervisedApproachinTourismDomain.InternationalJournalofRoughSetsandDataAnalysis3:4,68-78.Onlinepublicationdate:1-Oct-2016.CrossrefFerideSavarogluTabak,VesileEvrim.(2016)Comparisonofemotionlexicons.2016HONET-ICT,154-158.CrossrefTriptiAgrawal,ArchanaSinghal,ShikhaAgarwal.(2016)Acomparativestudyofpotentialofvarioussocialnetworksfortargetbrandmarketing.2016InternationalConferenceonInformationTechnology(InCITe)-TheNextGenerationITSummitontheTheme-InternetofThings:ConnectyourWorlds,305-311.CrossrefTomMens.(2016)AnEcosystemicandSocio-TechnicalViewonSoftwareMaintenanceandEvolution.2016IEEEInternationalConferenceonSoftwareMaintenanceandEvolution(ICSME),1-8.CrossrefJacekFilipczuk,EmanuelePesce,SabrinaSenatore.(2016)SentimentdetectionforpredictingaltruisticbehaviorsinSocialWeb:Acasestudy.2016IEEEInternationalConferenceonSystems,Man,andCybernetics(SMC),004377-004382.CrossrefQuanzhiLi,SameenaShah,RuiFang,ArminehNourbakhsh,XiaomoLiu.(2016)TweetSentimentAnalysisbyIncorporatingSentiment-SpecificWordEmbeddingandWeightedTextFeatures.2016IEEE/WIC/ACMInternationalConferenceonWebIntelligence(WI),568-571.CrossrefYuXu,DongZhou,SeamusLawless.(2016)InferringYourExpertisefromTwitter:IntegratingSentimentandTopicRelatedness.2016IEEE/WIC/ACMInternationalConferenceonWebIntelligence(WI),121-128.CrossrefJ.FernandoSanchez-Rada,CarlosA.Iglesias,IgnacioCorcuera,OscarAraque.(2016)Senpy:APragmaticLinkedSentimentAnalysisFramework.2016IEEEInternationalConferenceonDataScienceandAdvancedAnalytics(DSAA),735-742.CrossrefKaoutarBenAhmed,MohammedBouhorma,MohamedBenAhmed,AtanasRadenski.(2016)Visualsentimentpredictionwithtransferlearningandbigdataanalyticsforsmartcities.20164thIEEEInternationalColloquiumonInformationScienceandTechnology(CiSt),800-805.CrossrefAlexMarinoGoncalvesdeAlmeida,SylvioBarbon,EmersonCabreraParaiso.(2016)Multi-classEmotionsClassificationbySenticLevelsasFeaturesinSentimentAnalysis.20165thBrazilianConferenceonIntelligentSystems(BRACIS),486-491.CrossrefElHannachHajar,BenkhalifaMohammed.(2016)Hybridapproachtoextractadjectivesforimplicitaspectidentificationinopinionmining.201611thInternationalConferenceonIntelligentSystems:TheoriesandApplications(SITA),1-5.CrossrefJunniL.Zhang,WolfgangK.Härdle,CathyY.Chen,ElisabethBommes.(2016)DistillationofNewsFlowIntoAnalysisofStockReactions.JournalofBusiness&EconomicStatistics34:4,547-563.Onlinepublicationdate:15-Sep-2016.CrossrefSusanaA.AriasTapia,RafaelMartínez-Tomás,HéctorF.Gómez,VíctorHernándezdelSalto,JavierSánchezGuerrero,J.A.Mocha-Bonilla,JoséBarbosaCorbacho,AzizudinKhan,VeronicaChicaizaRedin.(2016)TheDissociationbetweenPolarity,SemanticOrientation,andEmotionalToneasanEarlyIndicatorofCognitiveImpairment.FrontiersinComputationalNeuroscience10.Onlinepublicationdate:14-Sep-2016.CrossrefBodoWinter.(2016)TasteandsmellwordsformanaffectivelyloadedandemotionallyflexiblepartoftheEnglishlexicon.Language,CognitionandNeuroscience31:8,975-988.Onlinepublicationdate:14-Jun-2016.CrossrefJiajunCheng,XinZhang,PeiLi,ShengZhang,ZhaoyunDing,HuiWang.(2016)Exploringsentimentparsingofmicrobloggingtextsforopinionpollingonchinesepublicfigures.AppliedIntelligence45:2,429-442.Onlinepublicationdate:12-Mar-2016.CrossrefLamiaRahman,NabeelMohammed,AbulKalamAlAzad.(2016)AnewLSTMmodelbyintroducingbiologicalcellstate.20163rdInternationalConferenceonElectricalEngineeringandInformationCommunicationTechnology(ICEEICT),1-6.CrossrefAbinashTripathy,AnkitAgrawal,SantanuKumarRath.(2016)Classificationofsentimentreviewsusingn-grammachinelearningapproach.ExpertSystemswithApplications57,117-126.Onlinepublicationdate:1-Sep-2016.CrossrefDoruRotovei.(2016)Multi-AgentAspectLevelSentimentAnalysisinCRMSystems.201618thInternationalSymposiumonSymbolicandNumericAlgorithmsforScientificComputing(SYNASC),400-407.CrossrefSantanuMandal,SumitGupta.(2016)Anoveldictionary-basedclassificationalgorithmforopinionmining.2016SecondInternationalConferenceonResearchinComputationalIntelligenceandCommunicationNetworks(ICRCICN),175-180.Crossref.(2016)AnaphernresolutionfürdieSentimentanalysedeutscherTexte.Zeitschriftf?rDeutscheSpracheundLiteraturnull:73,147-166.Onlinepublicationdate:1-Sep-2016.CrossrefAjayDeshwal,SudhirKumarSharma.(2016)Twittersentimentanalysisusingvariousclassificationalgorithms.20165thInternationalConferenceonReliability,InfocomTechnologiesandOptimization(TrendsandFutureDirections)(ICRITO),251-257.CrossrefValentinaSintsova,PearlPu.(2016)Dystemo.ACMTransactionsonIntelligentSystemsandTechnology8:1,1-22.Onlinepublicationdate:23-Aug-2016.CrossrefEbruAydogan,M.AliAkcayol.(2016)Acomprehensivesurveyforsentimentanalysistasksusingmachinelearningtechniques.2016InternationalSymposiumonINnovationsinIntelligentSysTemsandApplications(INISTA),1-7.CrossrefS.K.Bharti,B.Vachha,R.K.Pradhan,K.S.Babu,S.K.Jena.(2016)Sarcasticsentimentdetectionintweetsstreamedinrealtime:abigdataapproach.DigitalCommunicationsandNetworks2:3,108-121.Onlinepublicationdate:1-Aug-2016.CrossrefSaifA.AhmadAliAlrababah,KengHoonGan,Tien-PingTan.(2016)ProductaspectrankingusingsentimentanalysisandTOPSIS.2016ThirdInternationalConferenceonInformationRetrievalandKnowledgeManagement(CAMP),13-19.CrossrefToqirA.Rana,Yu-NCheah.(2016)Exploitingsequentialpatternstodetectobjectiveaspectsfromonlinereviews.2016InternationalConferenceOnAdvancedInformatics:Concepts,TheoryAndApplication(ICAICTA),1-5.CrossrefAndrewJ.Park,BrianBeck,DarrickFletche,PatrickLam,HerbertH.Tsang.(2016)Temporalanalysisofradicaldarkwebforumusers.2016IEEE/ACMInternationalConferenceonAdvancesinSocialNetworksAnalysisandMining(ASONAM),880-883.CrossrefWareesaSharif,NoorAzahSamsudin,MustafaMatDeris,RashidNaseem.(2016)Effectofnegationinsentimentanalysis.2016SixthInternationalConferenceonInnovativeComputingTechnology(INTECH),718-723.CrossrefYanyanZhao,BingQin,TingLiu,DuyuTang.(2016)Socialsentimentsensor:avisualizationsystemfortopicdetectionandtopicsentimentanalysisonmicroblog.MultimediaToolsandApplications75:15,8843-8860.Onlinepublicationdate:19-Aug-2014.CrossrefUmbertoGrandi,AndreaLoreggia,FrancescaRossi,VijaySaraswat.(2016)ABordacountforcollectivesentimentanalysis.AnnalsofMathematicsandArtificialIntelligence77:3-4,281-302.Onlinepublicationdate:22-Oct-2015.CrossrefStanisławGoźdź-Roszkowski,SusanHunston.(2016)Corporaandbeyond–investigatingevaluationindiscourse:introductiontothespecialissueoncorpusapproachestoevaluation.Corpora11:2,131-141.Onlinepublicationdate:1-Aug-2016.CrossrefI.vanderLinde,E.Kotzé,G.Dollman.(2016)Vergelykingvansentimentanalise-tegniekevir’nsosialemedia-grootdatastel.Suid-AfrikaanseTydskrifvirNatuurwetenskapenTegnologie35:1.Onlinepublicationdate:29-Jul-2016.CrossrefKosukeKawabata,MakotoOkada,NaokiMori,KiyotaHashimoto.(2016)AProposalofaMethodtoAutomaticallyEstimateEvaluationsofVariousTopicsofTravelers'Reviews.20165thIIAIInternationalCongressonAdvancedAppliedInformatics(IIAI-AAI),262-266.CrossrefMartaArguedas,LuisCasillas,FatosXhafa,ThanasisDaradoumis,AdrianaPena,SantiCaballe.(2016)AFuzzy-BasedApproachforClassifyingStudents'EmotionalStatesinOnlineCollaborativeWork.201610thInternationalConferenceonComplex,Intelligent,andSoftwareIntensiveSystems(CISIS),61-68.CrossrefThaoThanhNguyen,AllaG.Kravets.(2016)Analysisofthesocialnetworkfacebookcomments.20167thInternationalConferenceonInformation,Intelligence,Systems&Applications(IISA),1-5.CrossrefXiangshengLi,JianhuiPang,BiyunMo,YanghuiRao.(2016)Hybridneuralnetworksforsocialemotiondetectionovershorttext.2016InternationalJointConferenceonNeuralNetworks(IJCNN),537-544.CrossrefBrianHeredia,TaghiM.Khoshgoftaar,JosephPrusa,MichaelCrawford.(2016)Cross-DomainSentimentAnalysis:AnEmpiricalInvestigation.2016IEEE17thInternationalConferenceonInformationReuseandIntegration(IRI),160-165.CrossrefAnaCarolinaE.S.Lima,LeandroN.deCastro.(2016)PredictingTemperamentfromTwitterData.20165thIIAIInternationalCongressonAdvancedAppliedInformatics(IIAI-AAI),599-604.CrossrefMarekLaskowski,HenryM.Kim.(2016)RapidPrototypingofaTextMiningApplicationforCryptocurrencyMarketIntelligence.2016IEEE17thInternationalConferenceonInformationReuseandIntegration(IRI),448-453.CrossrefRAbinaya,PAishwaryaa,SBaavana,N.D.ThamaraiSelvi.(2016)Automaticsentimentanalysisofuserreviews.2016IEEETechnologicalInnovationsinICTforAgricultureandRuralDevelopment(TIAR),158-162.CrossrefPeijiaLi,YonghongYan,ChaominWang,ZhijieRen,PengyuCong,HuixinWang,JunlanFeng.(2016)Customervoicesensor:Acomprehensiveopinionminingsystemforcallcenterconversation.2016IEEEInternationalConferenceonCloudComputingandBigDataAnalysis(ICCCBDA),324-329.CrossrefFangzhaoWu,YongfengHuang,YangqiuSong,ShixiaLiu.(2016)Towardsbuildingahigh-qualitymicroblog-specificChinesesentimentlexicon.DecisionSupportSystems87,39-49.Onlinepublicationdate:1-Jul-2016.CrossrefXinjieZhou,XiaojunWan,JianguoXiao.(2016)CMiner:OpinionExtractionandSummarizationforChineseMicroblogs.IEEETransactionsonKnowledgeandDataEngineering28:7,1650-1663.Onlinepublicationdate:1-Jul-2016.CrossrefManLan,ZhihuaZhang,YueLu,JuWu.(2016)ThreeConvolutionalNeuralNetwork-basedmodelsforlearningSentimentWordVectorstowardssentimentanalysis.2016InternationalJointConferenceonNeuralNetworks(IJCNN),3172-3179.CrossrefMengdiLi,EugeneCh'ng,AlainChong,SimonSee.(2016)Theneweyeofsmartcity:NovelcitizenSentimentAnalysisinTwitter.2016InternationalConferenceonAudio,LanguageandImageProcessing(ICALIP),557-562.CrossrefJawadKhan,ByeongSooJeong.(2016)Summarizingcustomerreviewbasedonproductfeatureandopinion.2016InternationalConferenceonMachineLearningandCybernetics(ICMLC),158-165.CrossrefSaschaAlexanderWagner,SebastianVogt,RüdigerKabst.(2016)HowITandsocialchangefacilitatespublicparticipation:Astakeholder-orientedapproach.GovernmentInformationQuarterly33:3,435-443.Onlinepublicationdate:1-Jul-2016.CrossrefMohammadAlSmadi,IslamObaidat,MahmoudAl-Ayyoub,RamiMohawesh,YaserJararweh.(2016)UsingEnhancedLexicon-BasedApproachesfortheDeterminationofAspectCategoriesandTheirPolaritiesinArabicReviews.InternationalJournalofInformationTechnologyandWebEngineering11:3,15-31.Onlinepublicationdate:1-Jul-2016.CrossrefAnastasiaGiachanou,FabioCrestani.(2016)LikeItorNot.ACMComputingSurveys49:2,1-41.Onlinepublicationdate:30-Jun-2016.CrossrefValérieBeaudouin,DominiquePasquier.(2016)Lesformesdel'exercicecritique.RESET:5.Onlinepublicationdate:30-Jun-2016.CrossrefDanielLÓPEZSÁNCHEZ,JorgeREVUELTA,FernandoDELAPRIETA,CachDANG.(2016)Analysisandvisualizationofsocialusercommunities.ADCAIJ:AdvancesinDistributedComputingandArtificialIntelligenceJournal4:3,11.Onlinepublicationdate:6-Jun-2016.CrossrefXiaolinDu,YunmingYe,RaymondY.K.Lau,YuepingLi,XiaohuiHuang.(2016)Multi-opinionRing:visualizingandpredictingmultipleopinionorientationsinonlinesocialmedia.MultimediaToolsandApplications75:12,7159-7186.Onlinepublicationdate:24-May-2015.CrossrefWangJiajia,LiuYezheng,JiangYuanchun,SunChunhua,SunJianshan,DuYanan.(2016)ClusteringProductFeaturesofOnlineReviewsBasedonNonnegativeMatrixTri-factorizations.2016IEEEFirstInternationalConferenceonDataScienceinCyberspace(DSC),199-208.CrossrefMiljanaMladenović,JelenaMitrović,CvetanaKrstev,DuškoVitas.(2016)Hybridsentimentanalysisframeworkforamorphologicallyrichlanguage.JournalofIntelligentInformationSystems46:3,599-620.Onlinepublicationdate:15-Aug-2015.CrossrefJinWang,Liang-ChihYu,K.RobertLai,XuejieZhang.(2016)Locallyweightedlinearregressionforcross-lingualvalence-arousalpredictionofaffectivewords.Neurocomputing194,271-278.Onlinepublicationdate:1-Jun-2016.CrossrefIgorMozetič,MihaGrčar,JasminaSmailović,MatjazPerc.(2016)MultilingualTwitterSentimentClassification:TheRoleofHumanAnnotators.PLOSONE11:5,e0155036.Onlinepublicationdate:5-May-2016.CrossrefKahlilPhilander,YunYingZhong.(2016)Twittersentimentanalysis:Capturingsentimentfromintegratedresorttweets.InternationalJournalofHospitalityManagement55,16-24.Onlinepublicationdate:1-May-2016.CrossrefAikaQazi,KarimBuxShahSyed,RamGopalRaj,ErikCambria,MuhammadTahir,DaniyalAlghazzawi.(2016)Aconcept-levelapproachtotheanalysisofonlinereviewhelpfulness.ComputersinHumanBehavior58,75-81.Onlinepublicationdate:1-May-2016.CrossrefMasoudMakrehchi.(2016)Predictingpoliticalconflictsfrompolarizedsocialmedia.WebIntelligence14:2,85-97.Onlinepublicationdate:25-Apr-2016.CrossrefRuihaiDong,MichaelP.O’Mahony,MarkusSchaal,KevinMcCarthy,BarrySmyth.(2016)Combiningsimilarityandsentimentinopinionminingforproductrecommendation.JournalofIntelligentInformationSystems46:2,285-312.Onlinepublicationdate:17-Sep-2015.CrossrefGuangyouZhou,ZhiyuanZhu,TingtingHe,XiaohuaTonyHu.(2016)Cross-lingualsentimentclassificationwithstackedautoencoders.KnowledgeandInformationSystems47:1,27-44.Onlinepublicationdate:11-Jun-2015.CrossrefParvezAhamadKazi,ManasiPatwardhan,PushkarJoglekar.(2016)Towardsanewperspectiveoncontextbasedcitationindexofresearcharticles.Scientometrics107:1,103-121.Onlinepublicationdate:2-Feb-2016.CrossrefGeetikaMalhotra,DeepaliVirmani.(2016)IntelligentinformationretrievalinaTsunamidetectionsystemusingwirelesssensornetworks.2016InternationalConferenceonComputing,CommunicationandAutomation(ICCCA),939-944.CrossrefSaludM.Jiménez-Zafra,M.TeresaMartín-Valdivia,EugenioMartínez-Cámara,L.AlfonsoUreña-López.(2016)Combiningresourcestoimproveunsupervisedsentimentanalysisataspect-level.JournalofInformationScience42:2,213-229.Onlinepublicationdate:9-Jul-2015.CrossrefAsmaMusabahAlkalbani,AhmedMohamedGhamry,FarookhKhadeerHussain,OmarKhadeerHussain.(2016)SentimentAnalysisandClassificationforSoftwareasaServiceReviews.2016IEEE30thInternationalConferenceonAdvancedInformationNetworkingandApplications(AINA),53-58.CrossrefRahulGhosh,KumarRavi,VadlamaniRavi.(2016)Anoveldeeplearningarchitectureforsentimentclassification.20163rdInternationalConferenceonRecentAdvancesinInformationTechnology(RAIT),511-516.CrossrefHamidrezaKeshavarz,MohammadSanieeAbadeh.(2016)SubLex:Generatingsubjectivitylexiconsusinggeneticalgorithmforsubjectivityclassificationofbigsocialdata.20161stConferenceonSwarmIntelligenceandEvolutionaryComputation(CSIEC),136-141.CrossrefDevendraKTayal,SumitKumarYadav.(2016)FastretrievalapproachofsentimentalanalysiswithimplementationofbloomfilteronHadoop.2016InternationalConferenceonComputationalTechniquesinInformationandCommunicationTechnologies(ICCTICT),14-18.Crossref,.(2016)RevisitingthecauseofunemploymentprobleminKorea’slabormarket:Thejobseeker'sinterests-basedtopicanalysis.Management&InformationSystemsReview35:1,85-116.Onlinepublicationdate:1-Mar-2016.CrossrefGabeIgnatow.(2016)TheoreticalFoundationsforDigitalTextAnalysis.JournalfortheTheoryofSocialBehaviour46:1,104-120.Onlinepublicationdate:27-Feb-2015.CrossrefBingkunWang,YongfengHuang,ZhigangYuan,XingLi.(2016)Amulti-granularityfuzzycomputingmodelforsentimentclassificationofChinesereviews.JournalofIntelligent&FuzzySystems30:3,1445-1460.Onlinepublicationdate:1-Mar-2016.CrossrefMaria-HendrikePeetz,MaartendeRijke,RianneKaptein.(2016)EstimatingReputationPolarityonMicroblogPosts.InformationProcessing&Management52:2,193-216.Onlinepublicationdate:1-Mar-2016.CrossrefAssistantProfessorWuHeandGuandongXu,XianfengZhang,YangYu,HongxiuLi,ZhangxiLin.(2016)Sentimentalinterplaybetweenstructuredandunstructureduser-generatedcontents.OnlineInformationReview40:1,119-145.Onlinepublicationdate:8-Feb-2016.CrossrefDuyuTang,FuruWei,BingQin,NanYang,TingLiu,MingZhou.(2016)SentimentEmbeddingswithApplicationstoSentimentAnalysis.IEEETransactionsonKnowledgeandDataEngineering28:2,496-509.Onlinepublicationdate:1-Feb-2016.CrossrefRakeshKumar,AditiSharan,PayalBiswas.(2016)AFrameworkforRankingProductsUsingRankedVotingMethod.2016SecondInternationalConferenceonComputationalIntelligence&CommunicationTechnology(CICT),668-672.CrossrefSindhuAroju,VijayaBhargavi,SruthiNamburi,PavanKumarC.(2016)OpinionminingonIndiannewspaperquotations.20163rdInternationalConferenceonSignalProcessingandIntegratedNetworks(SPIN),749-752.CrossrefMaiteTaboada.(2016)SentimentAnalysis:AnOverviewfromLinguistics.AnnualReviewofLinguistics2:1,325-347.Onlinepublicationdate:14-Jan-2016.CrossrefKimberlyA.Neuendorf,AnupKumar.2016.ContentAnalysis.TheInternationalEncyclopediaofPoliticalCommunication,1-10.CrossrefMengwenLiu,YiFang,DaeHoonPark,XiaohuaHu,ZhengtaoYu.(2016)RetrievingNon-RedundantQuestionstoSummarizeaProductReview.Proceedingsofthe39thInternationalACMSIGIRconferenceonResearchandDevelopmentinInformationRetrieval-SIGIR'16,385-394.CrossrefYaakovHaCohen-Kerner,HaimBadash.(2016)PositiveandNegativeSentimentWordsinaBlogCorpusWritteninHebrew.ProcediaComputerScience96,733-743.Onlinepublicationdate:1-Jan-2016.CrossrefQuang-VinhHa,Bao-DaiNguyen-Hoang,Minh-QuocNghiem.2016.LifelongLearningforCross-DomainVietnameseSentimentClassification.ComputationalSocialNetworks,298-308.CrossrefDaPan,MeishanZhang,GuohongFu.2016.ChineseSentimentAnalysisExploitingHeterogeneousSegmentations.ChineseComputationalLinguisticsandNaturalLanguageProcessingBasedonNaturallyAnnotatedBigData,387-398.CrossrefKusumYadav,ManjushaPandey,SiddharthSwarupRautaray.(2016)Feedbackanalysisusingbigdatatools.2016InternationalConferenceonICTinBusinessIndustry&Government(ICTBIG),1-5.CrossrefShaozhongZhang,WilliamWeiSong,MinjieDing,PingHu.2016.AMulti-SemanticClassificationModelofReviewsBasedonDirectedWeightedGraph.WebInformationSystemsEngineering–WISE2016,424-435.CrossrefTarekElghazaly,AmalMahmoud,HeshamA.Hefny.(2016)PoliticalSentimentAnalysisUsingTwitterData.ProceedingsoftheInternationalConferenceonInternetofthingsandCloudComputing-ICC'16,1-5.CrossrefNarynovSergazySakenovich,ArmanSerikulyZharmagambetov.2016.OnOneApproachofSolvingSentimentAnalysisTaskforKazakhandRussianLanguagesUsingDeepLearning.ComputationalCollectiveIntelligence,537-545.CrossrefJorgeA.Balazs,JuanD.Velásquez.(2016)OpinionMiningandInformationFusion:Asurvey.InformationFusion27,95-110.Onlinepublicationdate:1-Jan-2016.CrossrefRuihaiDong,BarrySmyth.2016.PersonalizedOpinion-BasedRecommendation.Case-BasedReasoningResearchandDevelopment,93-107.CrossrefRaoulBiagioni.2016.SentimentAnalysis.TheSenticNetSentimentLexicon:ExploringSemanticRichnessinMulti-WordConcepts,7-16.CrossrefGApoorva,NeelamRVaishnav,EDurgaChowdary,ChandrasekharUddagiri.(2016)AnapproachtosentimentanalysisinTwitterusingexperttweetsandretweetinghierarchy.2016InternationalConferenceonMicroelectronics,ComputingandCommunications(MicroCom),1-8.CrossrefXiangfengDai,RobertProut.(2016)UnlockingSuperBowlInsights.ProceedingsoftheThe3rdMultidisciplinaryInternationalSocialNetworksConferenceonSocialInformatics2016,DataScience2016-MISNC,SI,DS2016,1-6.CrossrefJuanSixto,AitorAlmeida,DiegoLópez-de-Ipiña.2016.AnApproachtoSubjectivityDetectiononTwitterUsingtheStructuredInformation.ComputationalCollectiveIntelligence,121-130.CrossrefHenryS.Vieira,AltigranS.daSilva,PávelCalado,MarcoCristo,EdlenoS.deMoura.(2016)TowardstheEffectiveLinkingofSocialMediaContentstoProductsinE-CommerceCatalogs.Proceedingsofthe25thACMInternationalonConferenceonInformationandKnowledgeManagement-CIKM'16,1049-1058.CrossrefBatuhanKama,MuratOzturk,PinarKaragoz,IsmailHakkiToroslu,OzcanOzay.2016.AWebSearchEnhancedFeatureExtractionMethodforAspect-BasedSentimentAnalysisforTurkishInformalTexts.BigDataAnalyticsandKnowledgeDiscovery,225-238.CrossrefM.Govindarajan.(2016)Analysisofbaggedensembleclassifiersforbloggerdata.2016InternationalConferenceonComputingTechnologiesandIntelligentDataEngineering(ICCTIDE'16),1-5.CrossrefRaoulBiagioni.2016.Introduction.TheSenticNetSentimentLexicon:ExploringSemanticRichnessinMulti-WordConcepts,1-6.CrossrefKasturiDewiVarathan,AnastasiaGiachanou,FabioCrestani.2016.TemporalAnalysisofComparativeOpinionMining.DigitalLibraries:Knowledge,Information,andDatainanOpenAccessSociety,311-322.CrossrefAhmedR.Mahmood,WalidG.Aref,AhmedM.Aly,MingjieTang.(2016)Atlas.Proceedingsofthe24thACMSIGSPATIALInternationalConferenceonAdvancesinGeographicInformationSystems-GIS'16,1-10.CrossrefNitinRamrakhiyani,SachinPawar,GirishK.Palshikar,ManojApte.2016.AspectsfromAppraisals!!ALabelPropagationwithPriorInductionApproach.NaturalLanguageProcessingandInformationSystems,301-309.CrossrefBingkunWang,YongfengHuang,XingLi.(2016)CombiningReviewTextContentandReviewer-ItemRatingMatrixtoPredictReviewRating.ComputationalIntelligenceandNeuroscience2016,1-11.Onlinepublicationdate:1-Jan-2016.CrossrefHuoranLi,WeiAi,XuanzheLiu,JianTang,GangHuang,FengFeng,QiaozhuMei.(2016)VotingwithTheirFeet.Proceedingsofthe25thInternationalConferenceonWorldWideWeb-WWW'16,1351-1362.CrossrefSheikhAmanurRahman,M.M.SufyanBeg.2016.ANovelApproachofAspectRankingBasedonIntrinsicandExtrinsicDomainRelevance.AdvancedComputingandCommunicationTechnologies,485-492.CrossrefKavitaS.Asnani,JyotiD.Pawar.(2016)MessageSignificanceinMultilingualBlogsusingTopic-basedAspectClusters.ProceedingsoftheACMSymposiumonWomeninResearch2016-WIR'16,154-157.CrossrefYichaoLu,RuihaiDong,BarrySmyth.2016.Context-AwareSentimentDetectionfromRatings.ResearchandDevelopmentinIntelligentSystemsXXXIII,87-101.CrossrefFangzhaoWu,SixingWu,YongfengHuang,SongfangHuang,YongQin.(2016)SentimentDomainAdaptationwithMulti-LevelContextualSentimentKnowledge.Proceedingsofthe25thACMInternationalonConferenceonInformationandKnowledgeManagement-CIKM'16,949-958.CrossrefRobertBembenik,PiotrAndruszkiewicz.2016.TowardsAutomaticArgumentExtractionandVisualizationinaDeliberativeModelofOnlineConsultationsforLocalGovernments.AdvancesinDatabasesandInformationSystems,74-86.CrossrefRaoulBiagioni.2016.UnsupervisedSentimentClassification.TheSenticNetSentimentLexicon:ExploringSemanticRichnessinMulti-WordConcepts,33-43.CrossrefVishalBhatnagar,MahimaGoyal,MdAnayatHussain.(2016)AProposedframeworkforimprovedidentificationofimplicitaspectsintourismdomainusingsupervisedlearningtechnique.ProceedingsoftheInternationalConferenceonAdvancesinInformationCommunicationTechnology&Computing-AICTC'16,1-4.CrossrefTian-ShyugLee,Ben-ChangShia,Chung-LingHuh.(2016)SocialMediaSentimentalAnalysisinExhibition’sVisitorEngagementPrediction.AmericanJournalofIndustrialandBusinessManagement06:03,392-400.Onlinepublicationdate:1-Jan-2016.CrossrefDeebhaMumtaz,BindiyaAhuja.(2016)SentimentanalysisofmoviereviewdatausingSenti-lexiconalgorithm.20162ndInternationalConferenceonAppliedandTheoreticalComputingandCommunicationTechnology(iCATccT),592-597.CrossrefMarcoPalomino,TimTaylor,AyseGöker,JohnIsaacs,SaraWarber.(2016)TheOnlineDisseminationofNature–HealthConcepts:LessonsfromSentimentAnalysisofSocialMediaRelatingto“Nature-DeficitDisorder”.InternationalJournalofEnvironmentalResearchandPublicHealth13:1,142.Onlinepublicationdate:19-Jan-2016.CrossrefE.L.Tonkin.2016.ADayatWork(withText).WorkingwithText,23-60.CrossrefHamidrezaShahbaznejad.(2016)FanPageManagementViaContentGenerationandFeedbackStrategies.SSRNElectronicJournal.Onlinepublicationdate:1-Jan-2016.CrossrefDanielLópezSánchez,JorgeRevuelta,FernandoDelaPrieta,AnaB.Gil-González,CachDang.2016.TwitterUserClusteringBasedonTheirPreferencesandtheLouvainAlgorithm.TrendsinPracticalApplicationsofScalableMulti-AgentSystems,thePAAMSCollection,349-356.CrossrefXueZhao,ChaoWang,ZhifanYang,YingZhang,XiaojieYuan.2016.OnlineNewsEmotionPredictionwithBidirectionalLSTM.Web-AgeInformationManagement,238-250.CrossrefSobhZeb,UsmanQamar,FaizaHussain.2016.SentimentAnalysisonUserReviewsThroughLexiconandRule-BasedApproach.WebTechnologiesandApplications,55-63.CrossrefGiulioAngiani,StefanoCagnoni,NataliaChuzhikova,PaoloFornacciari,MonicaMordonini,MicheleTomaiuolo.2016.FlatandHierarchicalClassifiersforDetectingEmotioninTweets.AI*IA2016AdvancesinArtificialIntelligence,51-64.CrossrefIoannisPraggidis,VasiliosPlakandaras,EiriniKarapistoli.2016.PredictingEuroStockMarkets.CollectiveOnlinePlatformsforFinancialandEnvironmentalAwareness,81-97.CrossrefJunjieLi,HaitongYang,ChengqingZong.2016.SentimentClassificationofSocialMediaTextConsideringUserAttributes.NaturalLanguageUnderstandingandIntelligentApplications,583-594.CrossrefAvinashGolande,ReetaKamble,SandhyaWaghere.2016.AnOverviewofFeatureBasedOpinionMining.IntelligentSystemsTechnologiesandApplications2016,633-645.CrossrefRakeshKumar,AditiSharan,ChandraShekharYadav.2016.AFrameworkforRankingReviewsUsingRankedVotingMethod.ProceedingsoftheSecondInternationalConferenceonComputerandCommunicationTechnologies,263-272.CrossrefAmiyaKumarDash,JitendraKumarRout,SanjayKumarJena.2016.HarnessingTwitterforAutomaticSentimentIdentificationUsingMachineLearningTechniques.Proceedingsof3rdInternationalConferenceonAdvancedComputing,NetworkingandInformatics,507-514.CrossrefSamuelCruz-Lara,AlexandreDenis,NadiaBellalem,LotfiBellalem.2016.LinguisticandMultilingualIssuesin3D3CWorlds.Handbookon3D3CPlatforms,239-268.CrossrefTomášKincl,MichalNovák,JiříPřibil.2016.SentimentClassificationinMultipleLanguages:FiftyShadesofCustomerOpinions.BusinessChallengesintheChangingEconomicLandscape-Vol.2,267-275.CrossrefBasantAgarwal,NamitaMittal.2016.SemanticParsingUsingDependencyRules.ProminentFeatureExtractionforSentimentAnalysis,47-61.CrossrefBasantAgarwal,NamitaMittal.2016.Introduction.ProminentFeatureExtractionforSentimentAnalysis,1-4.CrossrefBasantAgarwal,NamitaMittal.2016.LiteratureSurvey.ProminentFeatureExtractionforSentimentAnalysis,5-19.CrossrefBasantAgarwal,NamitaMittal.2016.ConclusionsandFutureWork.ProminentFeatureExtractionforSentimentAnalysis,89-92.CrossrefBasantAgarwal,NamitaMittal.2016.MachineLearningApproachforSentimentAnalysis.ProminentFeatureExtractionforSentimentAnalysis,21-45.CrossrefBasantAgarwal,NamitaMittal.2016.SentimentAnalysisUsingConceptNetOntologyandContextInformation.ProminentFeatureExtractionforSentimentAnalysis,63-75.CrossrefBasantAgarwal,NamitaMittal.2016.SemanticOrientation-BasedApproachforSentimentAnalysis.ProminentFeatureExtractionforSentimentAnalysis,77-88.CrossrefAitorGarcía-Pablos,AngelicaLoDuca,MontseCuadros,MaríaTeresaLinaza,AndreaMarchetti.2016.CorrelatingLanguagesandSentimentAnalysisontheBasisofText-basedReviews.InformationandCommunicationTechnologiesinTourism2016,565-577.CrossrefDurgeshSamariya,AjayMatariya,DhwaniRaval,L.D.DhineshBabu,EbinDeniRaj,BhaveshVekariya.2016.AHybridApproachforBigDataAnalysisofCricketFanSentimentsinTwitter.ProceedingsofInternationalConferenceonICTforSustainableDevelopment,503-512.CrossrefKirtiThakur,HarishKumar.2016.ClassifyingNodesinSocialMediaSpace.ProceedingsofInternationalConferenceonICTforSustainableDevelopment,279-287.CrossrefDionysiosKakouris,GeorgiosTheocharis,ProdromosVlastos,NasrullahMemon.2016.DetectingHiddenPatternsinEuropeanSongContest—Eurovision2014.IntelligentSystemsforComputerModelling,99-109.CrossrefLiviu-AdrianCotfas,CameliaDelcea,AntoninSegault,IoanRoxin.2016.SemanticWeb-BasedSocialMediaAnalysis.TransactionsonComputationalCollectiveIntelligenceXXII,147-166.CrossrefC.Brenga,A.Celotto,V.Loia,S.Senatore.2016.CapturingDigestEmotionsbyMeansofFuzzyLinguisticAggregation.SentimentAnalysisandOntologyEngineering,113-139.CrossrefHuaXu,FanZhang,JiushuoWang,WeiweiYang.2016.ChineseMicro-BlogEmotionClassificationbyExploitingLinguisticFeaturesandSVM$$^{\textit{perf}}$$.SentimentAnalysisandOntologyEngineering,221-236.CrossrefFrancescoBenedetto,AntonioTedeschi.2016.BigDataSentimentAnalysisforBrandMonitoringinSocialMediaStreamsbyCloudComputing.SentimentAnalysisandOntologyEngineering,341-377.CrossrefMohsenFarhadloo,ErikRolland.2016.FundamentalsofSentimentAnalysisandItsApplications.SentimentAnalysisandOntologyEngineering,1-24.CrossrefAlbertoSalguero,MacarenaEspinilla.2016.DescriptionLogicClassExpressionLearningAppliedtoSentimentAnalysis.SentimentAnalysisandOntologyEngineering,93-111.Crossref,TerryNicholsClark.2016.SystematizingGlobalandRegionalCreativity.HandbookofScienceandTechnologyConvergence,891-906.CrossrefArindamChaudhuri,SoumyaK.Ghosh.2016.SentimentAnalysisofCustomerReviewsUsingRobustHierarchicalBidirectionalRecurrentNeuralNetwork.ArtificialIntelligencePerspectivesinIntelligentSystems,249-261.CrossrefMarekLaskowski,HenryM.Kim.(2016)RapidPrototypingofaTextMiningApplicationforCryptocurrencyMarketIntelligence.SSRNElectronicJournal.Onlinepublicationdate:1-Jan-2016.CrossrefGuangyouZhou,ZhaoZeng,JimmyXiangjiHuang,TingtingHe.(2016)TransferLearningforCross-LingualSentimentClassificationwithWeaklySharedDeepNeuralNetworks.Proceedingsofthe39thInternationalACMSIGIRconferenceonResearchandDevelopmentinInformationRetrieval-SIGIR'16,245-254.CrossrefJunxinTan,MengtingXu,LinShang,XiuyiJia.2016.SentimentAnalysisforImagesonMicrobloggingbyIntegratingTextualInformationwithMultipleKernelLearning.PRICAI2016:TrendsinArtificialIntelligence,496-506.CrossrefRupeshKumarDewang,PushpendraSingh,AnilKumarSingh.(2016)FindingofReviewSpamthrough"Corleone,ReviewGenre,WritingStyleandReviewTextDetailFeatures".ProceedingsoftheSecondInternationalConferenceonInformationandCommunicationTechnologyforCompetitiveStrategies-ICTCS'16,1-6.CrossrefTariqueSiddiqui,XiangRen,AdityaParameswaran,JiaweiHan.(2016)FacetGist.Proceedingsofthe25thACMInternationalonConferenceonInformationandKnowledgeManagement-CIKM'16,871-880.CrossrefHongkunYu,JingboShang,MeichunHsu,MaluCastellanos,JiaweiHan.(2016)Data-DrivenContextualValenceShifterQuantificationforMulti-ThemeSentimentAnalysis.Proceedingsofthe25thACMInternationalonConferenceonInformationandKnowledgeManagement-CIKM'16,939-948.CrossrefThaisG.Almeida,BrunoA.Souza,AliceA.F.Menezes,CarlosM.S.Figueiredo,EduardoF.Nakamura.(2016)SentimentAnalysisofPortugueseCommentsfromFoursquare.Proceedingsofthe22ndBrazilianSymposiumonMultimediaandtheWeb-Webmedia'16,355-358.CrossrefBrunoA.Souza,ThaisG.Almeida,AliceA.F.Menezes,FabíolaG.Nakamura,CarlosM.S.Figueiredo,EduardoF.Nakamura.(2016)FororAgainst?.Proceedingsofthe22ndBrazilianSymposiumonMultimediaandtheWeb-Webmedia'16,335-338.CrossrefShuaiWang,ZhiyuanChen,BingLiu.(2016)MiningAspect-SpecificOpinionusingaHolisticLifelongTopicModel.Proceedingsofthe25thInternationalConferenceonWorldWideWeb-WWW'16,167-176.CrossrefJawadKhan,ByeongSooJeong,Young-KooLee,AftabAlam.(2016)Sentimentanalysisatsentencelevelforheterogeneousdatasets.ProceedingsoftheSixthInternationalConferenceonEmergingDatabasesTechnologies,Applications,andTheory-EDB'16,159-163.CrossrefA.A.Aliane,H.Aliane,M.Ziane,N.Bensaou.(2016),1.CrossrefHaiqingZhang,AichaSekhari,YacineOuzrout,AbdelazizBouras.(2016)Jointlyidentifyingopinionminingelementsandfuzzymeasurementofopinionintensitytoanalyzeproductfeatures.EngineeringApplicationsofArtificialIntelligence47,122-139.Onlinepublicationdate:1-Jan-2016.CrossrefXiangJi,SoonAeChun,JamesGeller.2016.Knowledge-BasedTweetClassificationforDiseaseSentimentMonitoring.SentimentAnalysisandOntologyEngineering,425-454.CrossrefLipikaDey,IshanVerma.2016.Text-DrivenReasoningandMulti-StructuredDataAnalyticsforBusinessIntelligence.BusinessIntelligence,1-32.CrossrefSalimaBehdenna,FatihaBarigou,GhalemBelalem.2016.SentimentAnalysisatDocumentLevel.SmartTrendsinInformationTechnologyandComputerCommunications,159-168.CrossrefFangzhaoWu,YongfengHuang,YangqiuSong.(2016)Structuredmicroblogsentimentclassificationviasocialcontextregularization.Neurocomputing175,599-609.Onlinepublicationdate:1-Jan-2016.CrossrefMyraSpiliopoulou,EiriniNtoutsi,MaxZimmermann.2016.OpinionStreamMining.EncyclopediaofMachineLearningandDataMining,1-10.CrossrefZhiyuanChen,BingLiu.2016.TopicModelsforNLPApplications.EncyclopediaofMachineLearningandDataMining,1-6.CrossrefPetraKraljNovak,JasminaSmailović,BorutSluban,IgorMozetič,MatjazPerc.(2015)SentimentofEmojis.PLOSONE10:12,e0144296.Onlinepublicationdate:7-Dec-2015.CrossrefShi-ZeKang,HongMa,Rui-YangHuang.(2015)Afeature-adjustednaïveBayesagorithm.20154thInternationalConferenceonComputerScienceandNetworkTechnology(ICCSNT),507-510.CrossrefSantoshKumarRay,KhaledShaalan.(2015)UsingFreewareResourcestoAnalyseSentimentsinSocialMedia.2015InternationalConferenceonDevelopmentsofE-SystemsEngineering(DeSE),204-209.CrossrefLongwenGao,ShuigengZhou,JihongGuan.(2015)Effectivelyclassifyingshorttextsbystructuredsparserepresentationwithdictionaryfiltering.InformationSciences323,130-142.Onlinepublicationdate:1-Dec-2015.CrossrefEmanK.Elsayed,EmanM.Elgamal,KamalA.Eldahshan.(2015)Deepanalysisofknowledgeinone'swritings.2015IEEESeventhInternationalConferenceonIntelligentComputingandInformationSystems(ICICIS),306-312.CrossrefKaiGao,ShuSu,Jiu-shuoWang.(2015)AsentimentanalysishybridapproachformicrobloggingandE-commercecorpus.20157thInternationalConferenceonModelling,IdentificationandControl(ICMIC),1-6.CrossrefXingFang,JustinZhan.(2015)Sentimentanalysisusingproductreviewdata.JournalofBigData2:1.Onlinepublicationdate:16-Jun-2015.CrossrefFrancescoTarasconi,VittorioDiTomaso.(2015)GeometricandStatisticalAnalysisofEmotionsandTopicsinCorpora.ItalianJournalofComputationalLinguistics1:1,91-103.Onlinepublicationdate:1-Dec-2015.CrossrefMahdiBohlouli,JensDalter,MareikeDornhöfer,JohannesZenkert,MadjidFathi.(2015)Knowledgediscoveryfromsocialmediausingbigdata-providedsentimentanalysis(SoMABiT).JournalofInformationScience41:6,779-798.Onlinepublicationdate:20-Nov-2015.CrossrefLucasCarstens,FrancescaToni.(2015)ImprovingOut-of-DomainSentimentPolarityClassificationUsingArgumentation.2015IEEEInternationalConferenceonDataMiningWorkshop(ICDMW),1294-1301.CrossrefHaiSonLe,ThanhVanLe,TranVuPham.(2015)AspectAnalysisforOpinionMiningofVietnameseText.2015InternationalConferenceonAdvancedComputingandApplications(ACOMP),118-123.CrossrefSoujanyaPoria,ErikCambria,AlexanderGelbukh,FedericaBisio,AmirHussain.(2015)SentimentDataFlowAnalysisbyMeansofDynamicLinguisticPatterns.IEEEComputationalIntelligenceMagazine10:4,26-36.Onlinepublicationdate:1-Nov-2015.CrossrefChuGuan,XinjiangLu,XiaolinLi,EnhongChen,WenjunZhou,HuiXiong.(2015)DiscoveryofCollegeStudentsinFinancialHardship.2015IEEEInternationalConferenceonDataMining,141-150.CrossrefMochamadIbrahim,OmarAbdillah,AlfanF.Wicaksono,MirnaAdriani.(2015)BuzzerDetectionandSentimentAnalysisforPredictingPresidentialElectionResultsinaTwitterNation.2015IEEEInternationalConferenceonDataMiningWorkshop(ICDMW),1348-1353.CrossrefAngYang,JunZhang,LeiPan,YangXiang.(2015)EnhancedTwitterSentimentAnalysisbyUsingFeatureSelectionandCombination.2015InternationalSymposiumonSecurityandPrivacyinSocialNetworksandBigData(SocialSec),52-57.CrossrefFangzhaoWu,YongfengHuang.(2015)CollaborativeMulti-domainSentimentClassification.2015IEEEInternationalConferenceonDataMining,459-468.CrossrefOliveraGrljevic,ZitaBosnjak.(2015)DevelopmentofSerbianhighereducationcorpus.201516thIEEEInternationalSymposiumonComputationalIntelligenceandInformatics(CINTI),177-181.CrossrefShuhuaLiu,ThomasForss.(2015)TextClassificationModelsforWebContentFilteringandOnlineSafety.2015IEEEInternationalConferenceonDataMiningWorkshop(ICDMW),961-968.CrossrefArpitMishra,AnkitMalviya,SanchitAggarwal.(2015)TowardsAutomaticPharmacovigilance:AnalysingPatientReviewsandSentimentonOncologicalDrugs.2015IEEEInternationalConferenceonDataMiningWorkshop(ICDMW),1402-1409.CrossrefYilinWang,BaoxinLi.(2015)SentimentAnalysisforSocialMediaImages.2015IEEEInternationalConferenceonDataMiningWorkshop(ICDMW),1584-1591.CrossrefDuyuTang,BingQin,FuruWei,LiDong,TingLiu,MingZhou.(2015)AJointSegmentationandClassificationFrameworkforSentenceLevelSentimentClassification.IEEE/ACMTransactionsonAudio,Speech,andLanguageProcessing23:11,1750-1761.Onlinepublicationdate:1-Nov-2015.CrossrefIslamObaidat,RamiMohawesh,MahmoudAl-Ayyoub,MohammadAL-Smadi,YaserJararweh.(2015)EnhancingthedeterminationofaspectcategoriesandtheirpolaritiesinArabicreviewsusinglexicon-basedapproaches.2015IEEEJordanConferenceonAppliedElectricalEngineeringandComputingTechnologies(AEECT),1-6.CrossrefDuyuTang,BingQin,TingLiu.(2015)Deeplearningforsentimentanalysis:successfulapproachesandfuturechallenges.WIREsDataMiningandKnowledgeDiscovery5:6,292-303.Onlinepublicationdate:23-Oct-2015.CrossrefDrXiaojunWang,ProfessorLeroyWhiteandProfessorXuChen,DipakDamodarGaikar,BijithMarakarkandy,ChandanDasgupta.(2015)UsingTwitterdatatopredicttheperformanceofBollywoodmovies.IndustrialManagement&DataSystems115:9,1604-1621.Onlinepublicationdate:19-Oct-2015.CrossrefSudiptoShankarDasgupta,SwaminathanNatarajan,KiranKumarKaipa,SujayKumarBhattacherjee,ArunViswanathan.(2015)SentimentanalysisofFacebookdatausingHadoopbasedopensourcetechnologies.2015IEEEInternationalConferenceonDataScienceandAdvancedAnalytics(DSAA),1-3.CrossrefSamiraNoferesti,MehrnoushShamsfard.(2015)UsingLinkedDataforpolarityclassificationofpatients’experiences.JournalofBiomedicalInformatics57,6-19.Onlinepublicationdate:1-Oct-2015.CrossrefDimitrisPappas,IonAndroutsopoulos,HarisPapageorgiou.(2015)Angerdetectionincallcenterdialogues.20156thIEEEInternationalConferenceonCognitiveInfocommunications(CogInfoCom),139-144.CrossrefKeng-PeiLin,Chia-YuLai,Po-ChengChen,San-YihHwang.(2015)PersonalizedHotelRecommendationUsingTextMiningandMobileBrowsingTracking.2015IEEEInternationalConferenceonSystems,Man,andCybernetics,191-196.CrossrefB.Y.Ong,S.W.Goh,ChiXu.(2015)Sparsityadjustedinformationgainforfeatureselectioninsentimentanalysis.2015IEEEInternationalConferenceonBigData(BigData),2122-2128.CrossrefRavitaMishra.(2015)FEROM(Featureextractionandrefinement)usinggeneticalgorithm.2015InternationalConferenceonAppliedandTheoreticalComputingandCommunicationTechnology(iCATccT),344-350.CrossrefZhihuaZhang,ManLan.(2015)Learningsentiment-inherentwordembeddingforword-levelandsentence-levelsentimentanalysis.2015InternationalConferenceonAsianLanguageProcessing(IALP),94-97.CrossrefWeiLo,YanTang,YingLi,JianweiYin.(2015)JointlyLearningSentiment,KeywordandOpinionLeaderinSocialReviews.2015IEEEConferenceonCollaborationandInternetComputing(CIC),70-79.CrossrefMonaTanwar,ReenaDuggal,SunilKumarKhatri.(2015)Unravellingunstructureddata:Awealthofinformationinbigdata.20154thInternationalConferenceonReliability,InfocomTechnologiesandOptimization(ICRITO)(TrendsandFutureDirections),1-6.CrossrefZiyanChen,YuHuang,JingTian,XiaoyanLiu,KunFu,TingleiHuang.(2015)Jointmodelforsubsentence-levelsentimentanalysiswithMarkovlogic.JournaloftheAssociationforInformationScienceandTechnology66:9,1913-1922.Onlinepublicationdate:21-Apr-2015.CrossrefZhouyangLi,LianzhongLiu,ChunfangLi.(2015)AnalysisofcustomersatisfactionfromChinesereviewsusingopinionmining.20156thIEEEInternationalConferenceonSoftwareEngineeringandServiceScience(ICSESS),95-99.CrossrefJinWang,Liang-ChihYu,K.RobertLai,Xue-jieZhang.(2015)Alocallyweightedmethodtoimprovelinearregressionforlexical-basedvalence-arousalprediction.2015InternationalConferenceonAffectiveComputingandIntelligentInteraction(ACII),415-420.CrossrefJorgeL.Rodas,DavidMendez-Acuna,JoseA.Galindo,DavidBenavides,JesenniaCardenas.(2015)Towardstestingvariabilityintensivesystemsusinguserreviews.201510thComputingColombianConference(10CCC),39-46.CrossrefRomanBartusiak,LukaszAugustyniak,TomaszKajdanowicz,PrzemyslawKazienko.(2015)SentimentAnalysisforPolishUsingTransferLearningApproach.2015SecondEuropeanNetworkIntelligenceConference,53-59.CrossrefBjörnSchuller,AmrEl-DesokyMousa,VasileiosVryniotis.(2015)Sentimentanalysisandopinionmining:onoptimalparametersandperformances.WileyInterdisciplinaryReviews:DataMiningandKnowledgeDiscovery5:5,255-263.Onlinepublicationdate:14-Aug-2015.CrossrefAtefehFarzindar,DianaInkpen.(2015)NaturalLanguageProcessingforSocialMedia.SynthesisLecturesonHumanLanguageTechnologies8:2,1-166.Onlinepublicationdate:28-Aug-2015.Abstract|PDF(2886KB)|PDFPlus(2279KB)ShaoliangShi,YunpengLi,YiminWen,WuXie.(2015)Addingthesentimentattributeofnodestoimprovelinkpredictioninsocialnetwork.201512thInternationalConferenceonFuzzySystemsandKnowledgeDiscovery(FSKD),1263-1269.CrossrefToqirAhmadRana,Yu-NCheah.(2015)Hybridrule-basedapproachforaspectextractionandcategorizationfromcustomerreviews.20159thInternationalConferenceonITinAsia(CITA),1-5.CrossrefWarihMaharani,DwiH.Widyantoro,MasayuLeyliaKhodra.(2015)Learning-basedaspectidentificationincustomerreviewproducts.2015InternationalConferenceonElectricalEngineeringandInformatics(ICEEI),71-76.CrossrefXinyuGuan,QinkePeng,JingZhang,XiaokangZhang.(2015)RenovatingwordvectorstobuildChinesesentimentlexicon.2015IEEEInternationalConferenceonInformationandAutomation,2977-2982.CrossrefDongningRao,FudongDeng,ZhihuaJiang,GansenZhao.(2015)QualitativeStockMarketPredictingwithCommonKnowledgeBasedNatureLanguageProcessing:AUnifiedViewandProcedure.20157thInternationalConferenceonIntelligentHuman-MachineSystems

andCybernetics,381-384.CrossrefMohammadAl-Smadi,OmarQawasmeh,BasharTalafha,MuhannadQuwaider.(2015)HumanAnnotatedArabicDatasetofBookReviewsforAspectBasedSentimentAnalysis.20153rdInternationalConferenceonFutureInternetofThingsandCloud,726-730.CrossrefCarmineBrenga,AntonioCelotto,VincenzoLoia,SabrinaSenatore.(2015)FuzzylinguisticaggregationtosynthesizetheHourglassofEmotions.2015IEEEInternationalConferenceonFuzzySystems(FUZZ-IEEE),1-8.CrossrefRogerioF.deSousa,RicardoA.L.Rabelo,RaimundoS.Moura.(2015)Afuzzysystem-basedapproachtoestimatetheimportanceofonlinecustomerreviews.2015IEEEInternationalConferenceonFuzzySystems(FUZZ-IEEE),1-8.CrossrefRuiXia,FengXu,ChengqingZong,QianmuLi,YongQi,TaoLi.(2015)DualSentimentAnalysis:ConsideringTwoSidesofOneReview.IEEETransactionsonKnowledgeandDataEngineering27:8,2120-2133.Onlinepublicationdate:1-Aug-2015.CrossrefPuZhang,ZhongshiHe.(2015)Usingdata-drivenfeatureenrichmentoftextrepresentationandensembletechniqueforsentence-levelpolarityclassification.JournalofInformationScience41:4,531-549.Onlinepublicationdate:19-May-2015.CrossrefYanRuLi,YaoChinLin,PingHengTsai,YungYuehWang.(2015)Traveller-GeneratedContentsforDestinationImageFormation:MainlandChinaTravellerstoTaiwanasaCaseStudy.JournalofTravel&TourismMarketing32:5,518-533.Onlinepublicationdate:11-Aug-2015.CrossrefZohrehMadhoushi,AbdulRazakHamdan,SuhailaZainudin.(2015)Sentimentanalysistechniquesinrecentworks.2015ScienceandInformationConference(SAI),288-291.CrossrefDimitriosKravvaris,KatiaLidaKermanindis.(2015)Ananalysisofonlineeducationalvideosinsocialmediabasedonverbalcontent.20156thInternationalConferenceonInformation,Intelligence,SystemsandApplications(IISA),1-6.CrossrefJiChengzhang,Dae-KiKang.(2015)Detectingthespamreviewusingtri-training.201517thInternationalConferenceonAdvancedCommunicationTechnology(ICACT),374-377.CrossrefYangYu,XiaoWang.(2015)WorldCup2014intheTwitterWorld:AbigdataanalysisofsentimentsinU.S.sportsfans’tweets.ComputersinHumanBehavior48,392-400.Onlinepublicationdate:1-Jul-2015.CrossrefKaiGao,HuaXu,JiushuoWang.(2015)Arule-basedapproachtoemotioncausedetectionforChinesemicro-blogs.ExpertSystemswithApplications42:9,4517-4528.Onlinepublicationdate:1-Jun-2015.CrossrefShenghuaLiu,XueqiCheng,FuxinLi,FangtaoLi.(2015)TASC:Topic-AdaptiveSentimentClassificationonDynamicTweets.IEEETransactionsonKnowledgeandDataEngineering27:6,1696-1709.Onlinepublicationdate:1-Jun-2015.CrossrefBarbaraD.Broome,TimothyP.Hanratty,DavidL.Hall,JamesLlinas,W.RobertLeskovich.(2015)YikYak:asocialmediasensor.,949904.CrossrefSamiraNoferesti,MehrnoushShamsfard,ZhenWang.(2015)ResourceConstructionandEvaluationforIndirectOpinionMiningofDrugReviews.PLOSONE10:5,e0124993.Onlinepublicationdate:11-May-2015.CrossrefDimitriosKravvaris,KatiaLidaKermanindis,KonstaninosChorianopoulos.(2015)Rankingeducationalvideos:Theimpactofsocialpresence.2015IEEE9thInternationalConferenceonResearchChallengesinInformationScience(RCIS),342-350.CrossrefAtefehHeydari,MohammadaliTavakoli,NaomieSalim,ZahraHeydari.(2015)Detectionofreviewspam:Asurvey.ExpertSystemswithApplications42:7,3634-3642.Onlinepublicationdate:1-May-2015.CrossrefSandraGonzález-Bailón,GeorgiosPaltoglou.(2015)SignalsofPublicOpinioninOnlineCommunication.TheANNALSoftheAmericanAcademyofPoliticalandSocialScience659:1,95-107.Onlinepublicationdate:9-Apr-2015.CrossrefStuartSoroka,LoriYoung,MeitalBalmas.(2015)BadNewsorMadNews?SentimentScoringofNegativity,Fear,andAngerinNewsContent.TheANNALSoftheAmericanAcademyofPoliticalandSocialScience659:1,108-121.Onlinepublicationdate:9-Apr-2015.CrossrefSeyedAliBahrainian,AndreasDengel,YueXu,GabriellaPasi.(2015)Sentimentanalysisoftextsbycapturingunderlyingsentimentpatterns.WebIntelligence13:1,53-68.Onlinepublicationdate:29-Apr-2015.CrossrefAhmadM.AbdAl-Aziz,MervatGheith,AhmedSharfEldin.(2015)LexiconBasedandMulti-CriteriaDecisionMaking(MCDM)ApproachforDetectingEmotionsfromArabicMicroblogText.2015FirstInternationalConferenceonArabicComputationalLinguistics(ACLing),100-105.CrossrefImeneGuellil,KamelBoukhalfa.(2015)Socialbigdatamining:Asurveyfocusedonopinionminingandsentimentsanalysis.201512thInternationalSymposiumonProgrammingandSystems(ISPS),1-10.CrossrefBasharAlShboul,MahmoudAl-Ayyoub,YaserJararweh.(2015)Multi-waysentimentclassificationofArabicreviews.20156thInternationalConferenceonInformationandCommunicationSystems(ICICS),206-211.CrossrefKumariPriyanka,AnandShankerTewari,AsimGopalBarman.(2015)Personalisedbookrecommendationsystembasedonopinionminingtechnique.2015GlobalConferenceonCommunicationTechnologies(GCCT),285-289.CrossrefAmirGandomi,MurtazaHaider.(2015)Beyondthehype:Bigdataconcepts,methods,andanalytics.InternationalJournalofInformationManagement35:2,137-144.Onlinepublicationdate:1-Apr-2015.CrossrefRawanT.Khasawneh,HeiderA.Wahsheh,IzzatM.Alsmadi,MohammedN.AI-Kabi.(2015)Arabicsentimentpolarityidentificationusingahybridapproach.20156thInternationalConferenceonInformationandCommunicationSystems(ICICS),148-153.CrossrefNinaTahmasebi,LarsBorin,GabrieleCapannini,DevdattDubhashi,PeterExner,MarkusForsberg,GerhardGossen,FredrikD.Johansson,RichardJohansson,MikaelKågebäck,OlofMogren,PierreNugues,ThomasRisse.(2015)Visionsandopenchallengesforaknowledge-basedculturomics.InternationalJournalonDigitalLibraries15:2-4,169-187.Onlinepublicationdate:18-Feb-2015.CrossrefDiegoReforgiatoRecupero,ValentinaPresutti,SergioConsoli,AldoGangemi,AndreaGiovanniNuzzolese.(2015)Sentilo:Frame-BasedSentimentAnalysis.CognitiveComputation7:2,211-225.Onlinepublicationdate:2-Sep-2014.CrossrefZhenHai,KuiyuChang,GaoCong,ChristopherC.Yang.(2015)AnAssociation-BasedUnifiedFrameworkforMiningFeaturesandOpinionWords.ACMTransactionsonIntelligentSystemsandTechnology6:2,1-21.Onlinepublicationdate:31-Mar-2015.CrossrefP.DhanaLakshmi,KasarapuRamani,B.EswaraReddy.(2015)FeatureRelevanceAnalysisinOn-LineMarketingtoImproveProductivity.i-manager'sJournalonSoftwareEngineering9:3,1-10.Onlinepublicationdate:15-Mar-2015.CrossrefDongwenZhang,HuaXu,ZengcaiSu,YunfengXu.(2015)Chinesecommentssentimentclassificationbasedonword2vecandSVMperf.ExpertSystemswithApplications42:4,1857-1863.Onlinepublicationdate:1-Mar-2015.CrossrefY.H.P.PPriyadarshana,K.I.HGunathunga,K.K.A.NipuniN.Perera,L.Ranathunga,P.M.Karunaratne,T.M.Thanthriwatta.(2015)Sentimentanalysis:Measuringsentimentstrengthofcallcentreconversations.2015IEEEInternationalConferenceonElectrical,ComputerandCommunicationTechnologies(ICECCT),1-9.CrossrefTEmayakumaari,GAnanthi.(2015)MiningE-commercefeedbackcommentsfortrustevaluation.2015IEEEInternationalConferenceonEngineeringandTechnology(ICETECH),1-5.CrossrefJayrajM.Desai,SwapnilR.Andhariya.(2015)Sentimentanalysisapproachtoadaptashallowparsingbasedsentimentlexicon.2015InternationalConferenceonInnovationsinInformation,EmbeddedandCommunicationSystems(ICIIECS),1-4.CrossrefOmarAbdillah,MirnaAdriani.(2015)MiningUserIntereststhroughInternetReviewForumforBuildingRecommendationSystem.2015IEEE29thInternationalConferenceonAdvancedInformationNetworkingandApplicationsWorkshops,564-569.CrossrefJanezKranjc,JasminaSmailović,VidPodpečan,MihaGrčar,MartinŽnidaršič,NadaLavrač.(2015)Activelearningforsentimentanalysisondatastreams:MethodologyandworkflowimplementationintheClowdFlowsplatform.InformationProcessing&Management51:2,187-203.Onlinepublicationdate:1-Mar-2015.CrossrefVibhuJawa,VarunHasija.(2015)ASentimentandInterestBasedApproachforProductRecommendation.201517thUKSim-AMSSInternationalConferenceonModellingandSimulation(UKSim),75-80.CrossrefXinXia,DavidLo,EmadShihab,XinyuWang,BoZhou.(2015)Automatic,highaccuracypredictionofreopenedbugs.AutomatedSoftwareEngineering22:1,75-109.Onlinepublicationdate:18-Sep-2014.CrossrefChinshaTC,ShibilyJoseph.(2015)Asyntacticapproachforaspectbasedopinionmining.Proceedingsofthe2015IEEE9thInternationalConferenceonSemanticComputing(IEEEICSC2015),24-31.CrossrefP.Ajitha,DonthureddyVenkateswaraReddy.(2015)Extractionoffeaturesforsentimentanalysisusingheterogenicdomain.InternationalConfernceonInnovationInformationinComputingTechnologies,1-8.CrossrefA.Jeyapriya,C.S.KanimozhiSelvi.(2015)Extractingaspectsandminingopinionsinproductreviewsusingsupervisedlearningalgorithm.20152ndInternationalConferenceonElectronicsandCommunicationSystems(ICECS),548-552.CrossrefXiaojiaPu,RongJin,GangshanWu,DingyiHan,Gui-RongXue.(2015)TopicModelinginSemanticSpacewithKeywords.Proceedingsofthe24thACMInternationalonConferenceonInformationandKnowledgeManagement-CIKM'15,1141-1150.CrossrefSantoshKumarBharti,KorraSathyaBabu,SanjayKumarJena.(2015)Parsing-basedSarcasmSentimentRecognitioninTwitterData.Proceedingsofthe2015IEEE/ACMInternationalConferenceonAdvancesinSocialNetworksAnalysisandMining2015-ASONAM'15,1373-1380.CrossrefYafengLu,XiaHu,FengWang,ShamanthKumar,HuanLiu,RossMaciejewski.(2015)VisualizingSocialMediaSentimentinDisasterScenarios.Proceedingsofthe24thInternationalConferenceonWorldWideWeb-WWW'15Companion,1211-1215.CrossrefGangWang,TianyiWang,BolunWang,DivyaSambasivan,ZengbinZhang,HaitaoZheng,BenY.Zhao.(2015)CrowdsonWallStreet.Proceedingsofthe18thACMConferenceonComputerSupportedCooperativeWork&SocialComputing-CSCW'15,17-30.CrossrefHamidTarmazdi,RebeccaVivian,ClaudiaSzabo,KatrinaFalkner,NickolasFalkner.(2015)UsingLearningAnalyticstoVisualiseComputerScienceTeamwork.Proceedingsofthe2015ACMConferenceonInnovationandTechnologyinComputerScienceEducation-ITiCSE'15,165-170.CrossrefDuyuTang.(2015)Sentiment-SpecificRepresentationLearningforDocument-LevelSentimentAnalysis.ProceedingsoftheEighthACMInternationalConferenceonWebSearchandDataMining-WSDM'15,447-452.CrossrefDeepaliVirmani,SavneetKaur,GeetikaMalhotra.(2015)IntelligentInformationRetrievalTechniqueforWirelessSensorNetworks.ProceedingsoftheThirdInternationalSymposiumonWomeninComputingandInformatics-WCI'15,91-96.CrossrefHuoranLi,XuanzheLiu,WeiAi,QiaozhuMei,FengFeng.(2015)ADescriptiveAnalysisofaLarge-ScaleCollectionofAppManagementActivities.Proceedingsofthe24thInternationalConferenceonWorldWideWeb-WWW'15Companion,61-62.CrossrefAlonDayan,OsnatMokryn,TsviKuflik.(2015)ATwo-IterationClusteringMethodtoRevealUniqueandHiddenCharacteristicsofItemsBasedonTextReviews.Proceedingsofthe24thInternationalConferenceonWorldWideWeb-WWW'15Companion,637-642.CrossrefP.G.Preethi,V.Uma,Ajitkumar.(2015)TemporalSentimentAnalysisandCausalRulesExtractionfromTweetsforEventPrediction.ProcediaComputerScience48,84-89.Onlinepublicationdate:1-Jan-2015.CrossrefBingkunWang,YongfengHuang,XianWu,XingLi.(2015)AFuzzyComputingModelforIdentifyingPolarityofChineseSentimentWords.ComputationalIntelligenceandNeuroscience2015,1-13.Onlinepublicationdate:1-Jan-2015.CrossrefZafeirisKokkinogenis,JoãoFilguieras,SaraCarvalho,LuísSarmento,RosaldoJ.F.Rossetti.2015.MobilityNetworkEvaluationintheUserPerspective:Real-TimeSensingofTrafficInformationinTwitterMessages.AdvancesinArtificialTransportationSystemsandSimulation,219-234.CrossrefHamidrezaShahbaznezhad,ArvindTripathi.(2015)TheArtofListeningonSocialMediaPlatforms:HowFirmsFollowUsersonSocialMediaFanPages.SSRNElectronicJournal.Onlinepublicationdate:1-Jan-2015.CrossrefHenryS.Vieira,AltigranS.daSilva,MarcoCristo,EdlenoS.deMoura.2015.ASelf-trainingCRFMethodforRecognizingProductModelMentionsinWebForums.AdvancesinInformationRetrieval,257-264.CrossrefMartinStrohbach,HolgerZiekow,VangelisGazis,NavotAkiva.2015.TowardsaBigDataAnalyticsFrameworkforIoTandSmartCityApplications.ModelingandProcessingforNext-GenerationBig-DataTechnologies,257-282.CrossrefJoseEnriqueBorras-Morell.2015.DataMiningforPulsingtheEmotionontheWeb.DataMininginClinicalMedicine,123-130.CrossrefAinhoaSerna,ElenaMarchiori,JonKepaGerrikagoitia,AurkeneAlzua-Sorzabal,LorenzoCantoni.2015.AnAuto-CodingProcessforTestingtheCognitive-AffectiveandConativeModelofDestinationImage.InformationandCommunicationTechnologiesinTourism2015,111-123.CrossrefElenaTutubalina.2015.Target-BasedTopicModelforProblemPhraseExtraction.AdvancesinInformationRetrieval,271-277.CrossrefJianboYuan,QuanzengYou,JieboLuo.2015.SentimentAnalysisUsingSocialMultimedia.MultimediaDataMiningandAnalytics,31-59.CrossrefDonatoHernándezFusilier,ManuelMontes-y-Gómez,PaoloRosso,RafaelGuzmánCabrera.2015.DetectionofOpinionSpamwithCharactern-grams.ComputationalLinguisticsandIntelligentTextProcessing,285-294.CrossrefDaveCarter,DianaInkpen.2015.InferringAspect-SpecificOpinionStructureinProductReviewsUsingCo-training.ComputationalLinguisticsandIntelligentTextProcessing,225-240.CrossrefBaolinPeng,JingLi,JunwenChen,XuHan,RuifengXu,Kam-FaiWong.2015.TrendingSentiment-TopicDetectiononTwitter.ComputationalLinguisticsandIntelligentTextProcessing,66-77.CrossrefMatthiasEickhoff.2015.EnablingReproducibleSentimentAnalysis:AHybridDomain-PortableFrameworkforSentimentClassification.NewHorizonsinDesignScience:BroadeningtheResearchAgenda,215-229.CrossrefChangliangLi,BoXu,GaoweiWu,SaikeHe,GuanhuaTian,YujunZhou.2015.ParallelRecursiveDeepModelforSentimentAnalysis.AdvancesinKnowledgeDiscoveryandDataMining,15-26.CrossrefEugenioMartínez-Cámara,FermínL.Cruz,M.DoloresMolina-González,M.TeresaMartín-Valdivia,F.JavierOrtega,L.AlfonsoUreña-López.2015.ImprovingSpanishPolarityClassificationCombiningDifferentLinguisticResources.NaturalLanguageProcessingandInformationSystems,234-245.CrossrefAngeloCorallo,LauraFortunato,MarcoMatera,MarcoAlessi,AlessioCamillò,ValentinaChetta,EnzaGiangreco,DavideStorelli.2015.SentimentAnalysisforGovernment:AnOptimizedApproach.MachineLearningandDataMininginPatternRecognition,98-112.CrossrefAugustF.Y.Chao,Cheng-YuLai.2015.SNSOpinion-BasedRecommendationforeTourism:ATaipeiRestaurantExample.MultidisciplinarySocialNetworksResearch,393-403.CrossrefNorNadiahYusof,AzlinahMohamed,ShuzlinaAbdul-Rahman.2015.ReviewingClassificationApproachesinSentimentAnalysis.SoftComputinginDataScience,43-53.CrossrefViktorHangya.2015.AutomaticConstructionofDomainSpecificSentimentLexiconsforHungarian.Text,Speech,andDialogue,183-190.CrossrefTerryNicholsClark.2015.SystematizingGlobalandRegionalCreativity.HandbookofScienceandTechnologyConvergence,1-13.CrossrefYuliyaRubtsova,SergeyKoshelnikov.2015.AspectExtractionfromReviewsUsingConditionalRandomFields.KnowledgeEngineeringandSemanticWeb,158-167.CrossrefFlávioCeci,RosinaO.Weber,AlexandreL.Gonçalves,RobertoC.S.Pacheco.2015.AdaptingSentimentswithContext.Case-BasedReasoningResearchandDevelopment,44-59.CrossrefDiegoReforgiatoRecupero,MauroDragoni,ValentinaPresutti.2015.ESWC15ChallengeonConcept-LevelSentimentAnalysis.SemanticWebEvaluationChallenges,211-222.CrossrefMuneeraBano,DidarZowghi.2015.EVALUATOR:AnAutomatedToolforServiceSelection.RequirementsEngineeringintheBigDataEra,170-184.CrossrefChengguangShen,RyoNishide,IanPiumarta,HideyukiTakada,WenxinLiang.2015.InfluenceMaximizationinSignedSocialNetworks.WebInformationSystemsEngineering–WISE2015,399-414.Crossref,TerryNicholsClark.2015.SystematizingGlobalandRegionalCreativity.HandbookofScienceandTechnologyConvergence,1-13.CrossrefK.LakshmiDevi,P.Subathra,P.N.Kumar.2015.TweetSentimentClassificationUsinganEnsembleofMachineLearningSupervisedClassifiersEmployingStatisticalFeatureSelectionMethods.ProceedingsoftheFifthInternationalConferenceonFuzzyandNeuroComputing(FANCCO-2015),1-13.CrossrefIslamQudah,FethiA.Rabhi,MauricePeat.2015.AProposedFrameworkforEvaluatingtheEffectivenessofFinancialNewsSentimentScoringDatasets.EnterpriseApplicationsandServicesintheFinanceIndustry,29-47.CrossrefDeepakKumarGupta,KandulaSrikanthReddy,Shweta,AsifEkbal.2015.PSO-ASent:FeatureSelectionUsingParticleSwarmOptimizationforAspectBasedSentimentAnalysis.NaturalLanguageProcessingandInformationSystems,220-233.CrossrefAlessandroColantonio,RobertoDiPietro,MarinellaPetrocchi,AngeloSpognardi.(2015)Visualdetectionofsingularitiesinreviewplatforms.Proceedingsofthe30thAnnualACMSymposiumonAppliedComputing-SAC'15,1294-1295.CrossrefFelipeBravo-Marquez,EibeFrank,BernhardPfahringer.(2015)FromUnlabelledTweetstoTwitter-specificOpinionWords.Proceedingsofthe38thInternationalACMSIGIRConferenceonResearchandDevelopmentinInformationRetrieval-SIGIR'15,743-746.CrossrefEricKergosien,PierreMaurel,MathieuRoche,MaguelonneTeisseire.(2015)Senterritoirepourladétectiond’opinionsliéesàl’aménagementd’unterritoire.RevueInternationaledeGéomatique25:1,11-34.Onlinepublicationdate:14-Jan-2015.CrossrefWarihMaharani,AlfianAkbarGozali.(2015)CollaborativeSocialNetworkAnalysisandContent-basedApproachtoImprovetheMarketingStrategyofSMEsinIndonesia.ProcediaComputerScience59,373-381.Onlinepublicationdate:1-Jan-2015.CrossrefRoseYesha,AryyaGangopadhyay.(2015)Amethodforanalyzinghealthbehaviorinonlineforums.Proceedingsofthe6thACMConferenceonBioinformatics,ComputationalBiologyandHealthInformatics-BCB'15,615-621.CrossrefKamalAmarouche,HoudaBenbrahim,IsmailKassou.(2015)ProductOpinionMiningforCompetitiveIntelligence.ProcediaComputerScience73,358-365.Onlinepublicationdate:1-Jan-2015.CrossrefYanyanZhao,BingQin,ZhenjiangDong,HongChen,TingLiu.2015.WhatCausesDifferentEmotionDistributionsofaHotEvent?ADeepEvent-EmotionAnalysisSystemonMicroblogs.NaturalLanguageProcessingandChineseComputing,453-464.CrossrefAggelikiVlachostergiou,GeorgeCaridakis,AmaryllisRaouzaiou,StefanosKollias.2015.HCIandNaturalProgressionofContext-RelatedQuestions.Human-ComputerInteraction:DesignandEvaluation,530-541.CrossrefTomášKincl,MichalNovák,JiříPřibil,PavelŠtrach.2015.Language-IndependentSentimentAnalysiswithSurroundingContextExtension.SocialComputingandSocialMedia,158-168.CrossrefLipikaDey,IshanVerma.2015.Text-DrivenReasoningandMulti-StructuredDataAnalyticsforBusinessIntelligence.IntegrationofDataMininginBusinessIntelligenceSystems,143-173.CrossrefLuciaC.Passaro,LauraPollacci,AlessandroLenci.2015.ItEM:AVectorSpaceModeltoBootstrapanItalianEmotiveLexicon.ProceedingsoftheSecondItalianConferenceonComputationalLinguisticsCLiC-it2015,215-220.CrossrefMarcoStranisci,CristinaBosco,VivianaPatti,DeliaIrazúHernándezFarías.2015.Analyzingandannotatingforsentimentanalysisthesocio-politicaldebateon#labuonascuola.ProceedingsoftheSecondItalianConferenceonComputationalLinguisticsCLiC-it2015,274-279.Crossref2014.References.AutomatedDataCollectionwithR,435-441.CrossrefWengeRong,YifanNie,YuanxinOuyang,BaolinPeng,ZhangXiong.(2014)Auto-encoderbasedbaggingarchitectureforsentimentanalysis.JournalofVisualLanguages&Computing25:6,840-849.Onlinepublicationdate:1-Dec-2014.CrossrefValentinaSintsova,ClaudiuMusat,PearlPu.(2014)Semi-SupervisedMethodforMulti-categoryEmotionRecognitioninTweets.2014IEEEInternationalConferenceonDataMiningWorkshop,393-402.CrossrefSamirE.Abdelrahman,EbtsamAbdelhakamSayed,ReemBahgat.(2014)Theintegrationamongdisambiguationlexicalresourcesformoreeffectivephrase-levelcontextualpolarityrecognition.20149thInternationalConferenceonComputerEngineering&Systems(ICCES),86-91.CrossrefLuLin,JianxinLi,RichongZhang,WeirenYu,ChenggenSun.(2014)OpinionMiningandSentimentAnalysisinSocialNetworks:ARetweetingStructure-AwareApproach.2014IEEE/ACM7thInternationalConferenceonUtilityandCloudComputing,890-895.CrossrefSadafKhurshid,SharifullahKhan,ShariqBashir.(2014)Text-BasedIntelligentContentFilteringonSocialPlatforms.201412thInternationalConferenceonFrontiersofInformationTechnology,232-237.CrossrefWalaaMedhat,AhmedHassan,HodaKorashy.(2014)Sentimentanalysisalgorithmsandapplications:Asurvey.AinShamsEngineeringJournal5:4,1093-1113.Onlinepublicationdate:1-Dec-2014.CrossrefBasantAgarwal,NamitaMittal.(2014)SemanticFeatureClusteringforSentimentAnalysisofEnglishReviews.IETEJournalofResearch60:6,414-422.Onlinepublicationdate:14-Oct-2014.CrossrefShunshunYin,JunHan,YuHuang,KuldeepKumar.(2014)Dependency-Topic-Affects-Sentiment-LDAModelforSentimentAnalysis.2014IEEE26thInternationalConferenceonToolswithArtificialIntelligence,413-418.CrossrefNoraAl-Twairesh,HendAl-Khalifa,AbdulMalikAl-Salman.(2014)SubjectivityandsentimentanalysisofArabic:Trendsandchallenges.2014IEEE/ACS11thInternationalConferenceonComputerSystemsandApplications(AICCSA),148-155.CrossrefImanDehdarbehbahani,AzadehShakery,HeshaamFaili.(2014)Semi-supervisedwordpolarityidentificationinresource-leanlanguages.NeuralNetworks58,50-59.Onlinepublicationdate:1-Oct-2014.CrossrefHuidongZhao,BinWu,HaoyuWang,ChuanShi.(2014)SentimentanalysisbasedontransferlearningforChineseancientliterature.2014InternationalConferenceonBehavioral,Economic,andSocio-CulturalComputing(BESC2014),1-7.CrossrefLucasViniciusAvanco,MariadasGracasVolpeNunes.(2014)Lexicon-BasedSentimentAnalysisforReviewsofProductsinBrazilianPortuguese.2014BrazilianConferenceonIntelligentSystems,277-281.CrossrefLuizFernandoSommaggioColetta,NadiaFelixFelipedaSilva,EduardoRaulHruschka,EstevamRafaelHruschka.(2014)CombiningClassificationandClusteringforTweetSentimentAnalysis.2014BrazilianConferenceonIntelligentSystems,210-215.CrossrefAncuta-LenutaAnisiei,MihaelaDinsoreanu,CameliaLemnaru,RodicaPotolea.(2014)ExtractingopinionholdersandtargetsinRomaniantexts.2014IEEE10thInternationalConferenceonIntelligentComputerCommunicationandProcessing(ICCP),37-42.CrossrefZengcaiSu,HuaXu,DongwenZhang,YunfengXu.(2014)Chinesesentimentclassificationusinganeuralnetworktool—Word2vec.2014InternationalConferenceonMultisensorFusionandInformationIntegrationforIntelligentSystems(MFI),1-6.CrossrefMarjanGoodarzi,MaryamTayefehMahmoudi,RaminZamani.(2014)Aframeworkforsentimentanalysisonschema-basedresearchcontentvialexicaanalysis.7'thInternationalSymposiumonTelecommunications(IST'2014),405-411.CrossrefKaiGao,HuaXu,JiushuoWang.(2014)Emotionclassificationbasedonstructuredinformation.2014InternationalConferenceonMultisensorFusionandInformationIntegrationforIntelligentSystems(MFI),1-6.CrossrefDougLundquist,KunpengZhang,ArisOuksel.(2014)Ontology-DrivenCyber-SecurityThreatAssessmentBasedonSentimentAnalysisofNetworkActivityData.2014InternationalConferenceonCloudandAutonomicComputing,5-14.CrossrefTomerSimon,AvishayGoldberg,LimorAharonson-Daniel,DmitryLeykin,BruriaAdini,VineetGupta.(2014)TwitterintheCrossFire—TheUseofSocialMediaintheWestgateMallTerrorAttackinKenya.PLoSONE9:8,e104136.Onlinepublicationdate:25-Aug-2014.CrossrefShahabSaquibSohail,JamshedSiddiqui,RashidAli.(2014)Userfeedbackscoringandevaluationofaproductrecommendationsystem.2014SeventhInternationalConferenceonContemporaryComputing(IC3),525-530.CrossrefSeyedAliBahrainian,MarcusLiwicki,AndreasDengel.(2014)FuzzySubjectiveSentimentPhrases:AContextSensitiveandSelf-MaintainingSentimentLexicon.2014IEEE/WIC/ACMInternationalJointConferencesonWebIntelligence(WI)andIntelligentAgentTechnologies(IAT),361-368.CrossrefNawafAbdulla,Roa'aMajdalawi,SalwaMohammed,MahmoudAl-Ayyoub,MohammedAl-Kabi.(2014)AutomaticLexiconConstructionforArabicSentimentAnalysis.2014InternationalConferenceonFutureInternetofThingsandCloud,547-552.CrossrefHidenariIwai,YoshinoriHijikata,KaoriIkeda,ShogoNishida.(2014)Sentence-BasedPlotClassificationforOnlineReviewComments.2014IEEE/WIC/ACMInternationalJointConferencesonWebIntelligence(WI)andIntelligentAgentTechnologies(IAT),245-253.CrossrefYanLi,HuiWang,ZhenQin,WeiranXu,JunGuo.(2014)ConfidenceEstimationandReputationAnalysisinAspectExtraction.201422ndInternationalConferenceonPatternRecognition,3612-3617.CrossrefEugenioMartínez-Cámara,M.TeresaMartín-Valdivia,M.DoloresMolina-González,JoséM.Perea-Ortega.(2014)IntegratingSpanishlexicalresourcesbymeta-classifiersforpolarityclassification.JournalofInformationScience40:4,538-554.Onlinepublicationdate:1-Aug-2014.CrossrefLiChen,FengWang,LuoleQi,FengfengLiang.(2014)Experimentonsentimentembeddedcomparisoninterface.Knowledge-BasedSystems64,44-58.Onlinepublicationdate:1-Jul-2014.CrossrefChristophLofi,KindaElMaarry.(2014)DesignPatternsforHybridAlgorithmic-CrowdsourcingWorkflows.2014IEEE16thConferenceonBusinessInformatics,1-8.CrossrefLeilaWeitzel,RaulF.Aguiar,WalterF.G.Rodriguez,MarcelaG.Heringer.(2014)HowdomedicalauthoritiesexpresstheirsentimentinTwittermessages?.20149thIberianConferenceonInformationSystemsandTechnologies(CISTI),1-6.CrossrefStéphaneMarchand-Maillet,BirgitHofreiter.(2014)BigDataManagementandAnalysisforBusinessInformatics-ASurvey.EnterpriseModellingandInformationSystemsArchitectures9:1,90-105.Onlinepublicationdate:25-Dec-2014.CrossrefMohammadEhsanBasiri,NasserGhasem-Aghaee,AhmadRezaNaghsh-Nilchi.(2014)Exploitingreviewers’commenthistoriesforsentimentanalysis.JournalofInformationScience40:3,313-328.Onlinepublicationdate:17-Feb-2014.CrossrefLinaLiu,JihongShen,QianghuaZhu.(2014)DetectingMicroblogger’sAttitudetowardsBurstyEvents:ATextChainModel.JournalofSoftware9:5.Onlinepublicationdate:1-May-2014.CrossrefEunHeeKo,DiegoKlabjan.(2014)SemanticPropertiesofCustomerSentimentinTweets.201428thInternationalConferenceonAdvancedInformationNetworkingandApplicationsWorkshops,657-663.CrossrefSong-xianXie,TingWang.(2014)Constructionofunsupervisedsentimentclassifieronidiomsresources.JournalofCentralSouthUniversity21:4,1376-1384.Onlinepublicationdate:25-Apr-2014.CrossrefOlivierAugereau,NicholasJournet,AnneVialard,Jean-PhilippeDomenger.(2014)ImprovingClassificationofanIndustrialDocumentImageDatabasebyCombiningVisualandTextualFeatures.201411thIAPRInternationalWorkshoponDocumentAnalysisSystems,314-318.CrossrefHyung-IlAhn,W.ScottSpangler.(2014)SalesPredictionwithSocialMediaAnalysis.2014AnnualSRIIGlobalConference,213-222.CrossrefMaiteTaboada,MartaCarretero,JenniferHinnell.(2014)LovingandhatingthemoviesinEnglish,GermanandSpanish.LanguagesinContrast14:1,127-161.Onlinepublicationdate:4-Mar-2014.CrossrefVincenzoLoia,SabrinaSenatore.(2014)Afuzzy-orientedsenticanalysistocapturethehumanemotioninWeb-basedcontent.Knowledge-BasedSystems58,75-85.Onlinepublicationdate:1-Mar-2014.CrossrefZhenHai,KuiyuChang,Jung-JaeKim,ChristopherC.Yang.(2014)IdentifyingFeaturesinOpinionMiningviaIntrinsicandExtrinsicDomainRelevance.IEEETransactionsonKnowledgeandDataEngineering26:3,623-634.Onlinepublicationdate:1-Mar-2014.CrossrefArturoMontejo-Ráez,EugenioMartínez-Cámara,M.TeresaMartín-Valdivia,L.AlfonsoUreña-López.(2014)Aknowledge-basedapproachforpolarityclassificationinTwitter.JournaloftheAssociationforInformationScienceandTechnology65:2,414-425.Onlinepublicationdate:26-Nov-2013.CrossrefEvandroCunha,GabrielMagno,MarcosAndréGonçalves,CésarCambraia,VirgilioAlmeida,TobiasPreis.(2014)HeVotesorSheVotes?FemaleandMaleDiscursiveStrategiesinTwitterPoliticalHashtags.PLoSONE9:1,e87041.Onlinepublicationdate:29-Jan-2014.CrossrefAndréLuizFirminoAlves,CláudiodeSouzaBaptista,AndersonAlmeidaFirmino,MaxwellGuimarãesdeOliveira,AnselmoCardosodePaiva.(2014)AComparisonofSVMVersusNaive-BayesTechniquesforSentimentAnalysisinTweets.Proceedingsofthe20thBrazilianSymposiumonMultimediaandtheWeb-WebMedia'14,123-130.CrossrefHiteshKansal,DurgaToshniwal.(2014)AspectbasedSummarizationofContextDependentOpinionWords.ProcediaComputerScience35,166-175.Onlinepublicationdate:1-Jan-2014.CrossrefParisaLak,OzgurTuretken.(2014)StarRatingsversusSentimentAnalysis--AComparisonofExplicitandImplicitMeasuresofOpinions.201447thHawaiiInternationalConferenceonSystemSciences,796-805.CrossrefHanjunLee,SuyeonJeong,YongmooSuh.(2014)TheInfluenceofNegativeEmotionsinanOnlineBrandCommunityonCustomerInnovationActivities.201447thHawaiiInternationalConferenceonSystemSciences,1854-1863.CrossrefWilliamDarling.2014.ApproachestoLarge-ScaleUserOpinionSummarizationfortheWeb.InnovativeDocumentSummarizationTechniques,163-184.CrossrefSongxianXie,JintaoTang,TingWang.2014.TopicRelatedOpinionIntegrationforUsersofSocialMedia.SocialMediaProcessing,164-174.CrossrefMatthiasMertz,NikolaosKorfiatis,RobertoZicari.(2014)UsingDependencyBigramsandDiscourseConnectivesforPredictingtheHelpfulnessofOnlineReviews.SSRNElectronicJournal.Onlinepublicationdate:1-Jan-2014.CrossrefPetrŠaloun,IvanZelinka,MartinHruzik.2014.SentimentAnalysisinComplexAdaptiveSystems.ISCS2013:InterdisciplinarySymposiumonComplexSystems,299-306.CrossrefGaoyanOu,WeiChen,BinyangLi,TengjiaoWang,DongqingYang,Kam-FaiWong.2014.CLUSM:AnUnsupervisedModelforMicroblogSentimentAnalysisIncorporatingLinkInformation.DatabaseSystemsforAdvancedApplications,481-494.CrossrefYangLiu,XiaohuiYu,BingLiu,ZhongshuaiChen.2014.Sentence-LevelSentimentAnalysisinthePresenceofModalities.ComputationalLinguisticsandIntelligentTextProcessing,1-16.CrossrefYutaKikuchi,HiroyaTakamura,ManabuOkumura,SatoshiNakazawa.2014.IdentifyingaDemandTowardsaCompanyinConsumer-GeneratedMedia.ComputationalLinguisticsandIntelligentTextProcessing,153-163.CrossrefEhsanAsgarian,MohsenKahani.2014.DesigninganIntegratedSemanticFrameworkforStructuredOpinionSummarization.TheSemanticWeb:TrendsandChallenges,885-894.CrossrefLukaszAugustyniak,TomaszKajdanowicz,PrzemyslawKazienko,MarcinKulisiewicz,WlodzimierzTuliglowicz.2014.AnApproachtoSentimentAnalysisofMovieReviews:LexiconBasedvs.Classification.HybridArtificialIntelligenceSystems,168-178.CrossrefKimSchouten,FlaviusFrasincar.2014.ImplicitFeatureExtractionforSentimentAnalysisinConsumerReviews.NaturalLanguageProcessingandInformationSystems,228-231.CrossrefYashenWang,ChongFeng,QuanchaoLiu,HeyanHuang.2014.ChineseEvaluationPhraseExtractionBasedonCascadedModel.Web-AgeInformationManagement,192-203.CrossrefMatthiasMertz,NikolaosKorfiatis,RobertoV.Zicari.2014.UsingDependencyBigramsandDiscourseConnectivesforPredictingtheHelpfulnessofOnlineReviews.E-CommerceandWebTechnologies,146-152.CrossrefAndréLuizFirminoAlves,CláudiodeSouzaBaptista,AndersonAlmeidaFirmino,MaxwellGuimarãesdeOliveira,HugoFeitosadeFigueirêdo.2014.TemporalAnalysisofSentimentinTweets:ACaseStudywithFIFAConfederationsCupinBrazil.DatabaseandExpertSystemsApplications,81-88.CrossrefDimitriosKravvaris,KatiaLidaKermanidis.2014.Speakers’LanguageCharacteristicsAnalysisofOnlineEducationalVideos.ProgressinPatternRecognition,ImageAnalysis,ComputerVision,andApplications,60-69.CrossrefYanyanZhao,BingQin,TingLiu.2014.ClusteringProductAspectsUsingTwoEffectiveAspectRelationsforOpinionMining.ChineseComputationalLinguisticsandNaturalLanguageProcessingBasedonNaturallyAnnotatedBigData,120-130.CrossrefZhifeiZhang,RuizhiWang.2014.ApplyingThree-wayDecisionstoSentimentClassificationwithSentimentUncertainty.RoughSetsandKnowledgeTechnology,720-731.CrossrefQingqingZhou,ChengzhiZhang.2014.RelationshipbetweenReviewsPolarities,Helpfulness,StarsandSalesRankingsofProducts:ACaseStudyinBooks.SocialMediaProcessing,175-186.CrossrefLauraP.DelBosque,SaraElenaGarza.2014.AggressiveTextDetectionforCyberbullying.Human-InspiredComputingandItsApplications,221-232.CrossrefDemitriosPournarakis.(2014)DevelopmentandApplicationofanITArtifactMeasuringCustomerBasedBrandEquity,viaSocialMediaAnalytics.SSRNElectronicJournal.Onlinepublicationdate:1-Jan-2014.CrossrefRadekMalinský,IvanJelínek.2014.ComparingMethodsofTrendAssessment.WebEngineering,554-557.CrossrefMohammadSadeghHajmohammadi,RolianaIbrahim,AliSelamat.2014.DensityBasedActiveSelf-trainingforCross-LingualSentimentClassification.AdvancesinComputerScienceanditsApplications,1053-1059.CrossrefShiLi,MingYuJi.(2014)ResearchonTechnologyOrientedFrameworkofAspectsExtractionfromCustomerReviews.AppliedMechanicsandMaterials488-489,1358-1362.Onlinepublicationdate:1-Jan-2014.CrossrefGeorgiosPaltoglou,AnastasiaGiachanou.2014.OpinionRetrieval:SearchingforOpinionsinSocialMedia.ProfessionalSearchintheModernWorld,193-214.CrossrefKarWaiLim,WrayBuntine.(2014)TwitterOpinionTopicModel.Proceedingsofthe23rdACMInternationalConferenceonConferenceonInformationandKnowledgeManagement-CIKM'14,1319-1328.CrossrefJavierZambranoFerreira,JosianeRodrigues,MarcoCristo,DavidFernandesdeOliveira.(2014)Multi-EntityPolarityAnalysisinFinancialDocuments.Proceedingsofthe20thBrazilianSymposiumonMultimediaandtheWeb-WebMedia'14,115-122.CrossrefJunjieLi,YuZhou,ChunyangLiu,LinPang.2014.SentimentClassificationofChineseContrastSentences.NaturalLanguageProcessingandChineseComputing,205-216.CrossrefBranislavVuksanovic,JianhongZhou,AntanasVerikas,BoYuan,XiangqingHe,YingLiu.(2013)Corpusanalysisandautomaticdetectionofemotion-includingkeywords.,90672G.CrossrefRawanT.Khasawneh,HeiderA.Wahsheh,MohammedN.Al-Kabi,IzzatM.Alsmadi.(2013)Sentimentanalysisofarabicsocialmediacontent:acomparativestudy.8thInternationalConferenceforInternetTechnologyandSecuredTransactions(ICITST-2013),101-106.CrossrefR.Nithish,S.Sabarish,M.NavaneethKishen,A.M.Abirami,A.Askarunisa.(2013)Anontologybasedsentimentanalysisformobileproductsusingtweets.2013FifthInternationalConferenceonAdvancedComputing(ICoAC),342-347.CrossrefPekkaMalo,AnkurSinha,PyryTakala,OskarAhlgren,IivariLappalainen.(2013)LearningtheRolesofDirectionalExpressionsandDomainConceptsinFinancialNewsAnalysis.2013IEEE13thInternationalConferenceonDataMiningWorkshops,945-954.CrossrefSongxianXie,TingWang.(2013)DividingforCombination:ABootstrappingSentimentClassificationFrameworkforMicro-blogs.2013InternationalConferenceonInformationScienceandCloudComputing,78-84.CrossrefXinzhiWang,XiangfengLuo,JinjunChen.(2013)SocialSentimentDetectionofEventviaMicroblog.2013IEEE16thInternationalConferenceonComputationalScienceandEngineering,1051-1058.CrossrefMarioCataldi,AndreaBallatore,IlariaTiddi,Marie-AudeAufaure.(2013)Goodlocation,terriblefood:detectingfeaturesentimentinuser-generatedreviews.SocialNetworkAnalysisandMining3:4,1149-1163.Onlinepublicationdate:22-Jun-2013.CrossrefHeiderA.Wahsheh,MohammedN.Al-Kabi,IzzatM.Alsmadi.(2013)SPAR:AsystemtodetectspaminArabicopinions.2013IEEEJordanConferenceonAppliedElectricalEngineeringandComputingTechnologies(AEECT),1-6.CrossrefBasantAgarwal,NamitaMittal,ErikCambria.(2013)EnhancingSentimentClassificationPerformanceUsingBi-TaggedPhrases.2013IEEE13thInternationalConferenceonDataMiningWorkshops,892-895.CrossrefMohsenFarhadloo,ErikRolland.(2013)Multi-ClassSentimentAnalysiswithClusteringandScoreRepresentation.2013IEEE13thInternationalConferenceonDataMiningWorkshops,904-912.CrossrefMohammedN.Al-Kabi,NawafA.Abdulla,MahmoudAl-Ayyoub.(2013)AnanalyticalstudyofArabicsentiments:Maktoobcasestudy.8thInternationalConferenceforInternetTechnologyandSecuredTransactions(ICITST-2013),89-94.CrossrefHuiSong,JianfengChu,YunHu,XiaoqiangLiu.(2013)SemanticAnalysisandImplicitTargetExtractionofCommentsfromE-CommerceWebsites.2013FourthWorldCongressonSoftwareEngineering,331-335.CrossrefWillyAValdivia-Granda.(2013)Biosurveillanceenterpriseforoperationalawareness,agenomic-basedapproachfortrackingpathogenvirulence.Virulence4:8,745-751.Onlinepublicationdate:27-Oct-2014.CrossrefLinchengJiang,BinGe,WeidongXiao,MingzeGao.(2013)BBSopinionleaderminingbasedonanimprovedPageRankalgorithmusingMapReduce.2013ChineseAutomationCongress,392-396.CrossrefLipikaDey,IshanVerma.(2013)Text-DrivenMulti-structuredDataAnalyticsforEnterpriseIntelligence.2013IEEE/WIC/ACMInternationalJointConferencesonWebIntelligence(WI)andIntelligentAgentTechnologies(IAT),213-220.CrossrefMostafaKaramibekr,AliA.Ghorbani.(2013)SentenceSubjectivityAnalysisinSocialDomains.2013IEEE/WIC/ACMInternationalJointConferencesonWebIntelligence(WI)andIntelligentAgentTechnologies(IAT),268-275.Crossref2013.FunctionalAspects.ComputationalParalinguistics,107-158.CrossrefP.Saloun,M.Hruzik,I.Zelinka.(2013)Sentimentanalysis-e-bussinesande-learningcommonissue.2013IEEE11thInternationalConferenceonEmergingeLearningTechnologiesandApplications(ICETA),339-343.CrossrefEdecioFernandoIepsen,MagdaBercht,EliseoReategui.(2013)Detectionandassistancetostudentswhoshowfrustrationinlearningofalgorithms.2013IEEEFrontiersinEducationConference(FIE),1183-1189.CrossrefAshaSManek,PallaviRP,VeenaHBhat,PDeepaShenoy,M.ChandraMohan,VenugopalKR,LMPatnaik.(2013)SentReP:SentimentClassificationofMovieReviewsusingEfficientRepetitivePre-Processing.2013IEEEInternationalConferenceofIEEERegion10(TENCON2013),1-5.CrossrefXinzhiWang,XiangfengLuo.(2013)SentimentalSpaceBasedAnalysisofUserPersonalizedSentiments.2013NinthInternationalConferenceonSemantics,KnowledgeandGrids,151-156.CrossrefDavidBrett,AntonioPinna.(2013)TheDistributionofAffectiveWordsinaCorpusofNewspaperArticles.Procedia-SocialandBehavioralSciences95,621-629.Onlinepublicationdate:1-Oct-2013.CrossrefMiroslavSmatana,PeterKoncz,PeterSmatana,JanParalic.(2013)Activelearningenhancedsemi-automaticannotationtoolforaspect-basedsentimentanalysis.2013IEEE11thInternationalSymposiumonIntelligentSystemsandInformatics(SISY),191-194.CrossrefMostafaKaramibekr,AliA.Ghorbani.(2013)AStructureforOpinioninSocialDomains.2013InternationalConferenceonSocialComputing,264-271.CrossrefBogdanVancea,AlexandruMarchis,MihaelaDinsoreanu,RodicaPotolea.(2013)Contradictiondetectionbetweenopinions:Fromabigdataperspective.2013IEEE9thInternationalConferenceonIntelligentComputerCommunicationandProcessing(ICCP),259-266.CrossrefMikeThelwall,KevanBuckley.(2013)Topic-basedsentimentanalysisforthesocialweb:Theroleofmoodandissue-relatedwords.JournaloftheAmericanSocietyforInformationScienceandTechnology64:8,1608-1617.Onlinepublicationdate:19-Jun-2013.CrossrefThanasisDaradoumis,MartaArguedas,FatosXhafa.(2013)CurrentTrendsinEmotionale-Learning:NewPerspectivesforEnhancingEmotionalIntelligence.2013SeventhInternationalConferenceonComplex,Intelligent,andSoftwareIntensiveSystems,34-39.CrossrefJieWang,XuweiLiang.(2013)Discoveringtheratingpatternofonlinereviewersthroughdatacoclustering.2013IEEEInternationalConferenceonIntelligenceandSecurityInformatics,374-376.CrossrefSandraGonzález-Bailón.(2013)Socialscienceintheeraofbigdata.Policy&Internet5:2,147-160.Onlinepublicationdate:22-Jul-2013.CrossrefRuiXia,ChengqingZong,XueleiHu,ErikCambria.(2013)FeatureEnsemblePlusSampleSelection:DomainAdaptationforSentimentClassification.IEEEIntelligentSystems28:3,10-18.Onlinepublicationdate:1-May-2013.CrossrefCercelDumitruClementin,StefanTrausan-Matu,JulienVelcin.(2013)OverviewandPreliminaryResultsforaOpinionsSummarizarionMethod.201319thInternationalConferenceonControlSystemsandComputerScience,218-224.CrossrefRaymondT.Ng,PatriciaC.Arocena,DenilsonBarbosa,GiuseppeCarenini,LuizGomes,Jr.,StephanJou,RockAnthonyLeung,EvangelosMilios,RenéeJ.Miller,JohnMylopoulos,RachelA.Pottinger,FrankTompa,EricYu.(2013)PerspectivesonBusinessIntelligence.SynthesisLecturesonDataManagement5:1,1-163.Onlinepublicationdate:9-May-2013.Abstract|PDF(5026KB)|PDFPlus(3585KB)|SupplementaryMaterialPaoloRosso,MarceloErrecalde,DavidPinto.(2013)AnalysisofshorttextsontheWeb:introductiontospecialissue.LanguageResourcesandEvaluation47:1,123-126.Onlinepublicationdate:27-Feb-2013.CrossrefErikCambria,BjornSchuller,YunqingXia,CatherineHavasi.(2013)NewAvenuesinOpinionMiningandSentimentAnalysis.IEEEIntelligentSystems28:2,15-21.Onlinepublicationdate:1-Mar-2013.CrossrefFelixGreaves,DanielRamirez-Cano,ChristopherMillett,AraDarzi,LiamDonaldson.(2013)UseofSentimentAnalysisforCapturingPatientExperienceFromFree-TextCommentsPostedOnline.JournalofMedicalInternetResearch15:11,e239.Onlinepublicationdate:1-Nov-2013.CrossrefMengdieHu,HuahaiYang,MichelleX.Zhou,LiangGou,YunyaoLi,EbenHaber.2013.OpinionBlocks:ACrowd-Powered,Self-improvingInteractiveVisualAnalyticSystemforUnderstandingOpinionText.Human-ComputerInteraction–INTERACT2013,116-134.CrossrefKonstantyHaniewicz,WojciechRutkowski,MagdalenaAdamczyk,MonikaKaczmarek.2013.TowardstheLexicon-BasedSentimentAnalysisofPolishTexts:PolarityLexicon.ComputationalCollectiveIntelligence.TechnologiesandApplications,286-295.CrossrefJoseM.Chenlo,DavidE.Losada.2013.AMachineLearningApproachforSubjectivityClassificationBasedonPositionalandDiscourseFeatures.MultidisciplinaryInformationRetrieval,17-28.CrossrefPengZhao,XueLi,KeWang.2013.FeatureExtractionfromMicro-blogsforComparisonofProductsandServices.WebInformationSystemsEngineering–WISE2013,82-91.CrossrefSylvesterOluboluOrimaye.2013.LearningtoClassifySubjectiveSentencesfromMultipleDomainsUsingExtendedSubjectivityLexiconandSubjectivePredicates.InformationRetrievalTechnology,191-202.CrossrefGuillemMassó,PatrikLambert,CarlosRodríguezPenagos,RoserSaurí.2013.GeneratingNewLIWCDictionariesbyTriangulation.InformationRetrievalTechnology,263-271.CrossrefLishanCui,XiuzhenZhang,YanWang,LifangWu.2013.MiningE-CommerceFeedbackCommentsforDimensionRatingProfiles.AdvancedDataMiningandApplications,1-12.CrossrefMaxZimmermann,EiriniNtoutsi,MyraSpiliopoulou.2013.ExtractingOpinionated(Sub)FeaturesfromaStreamofProductReviews.DiscoveryScience,340-355.CrossrefErnestoDiaz-Aviles.(2013)Livinganalyticsmethodsforthewebobservatory.Proceedingsofthe22ndInternationalConferenceonWorldWideWeb-WWW'13Companion,1321-1324.CrossrefBeiYu.(2013)Automatedcitationsentimentanalysis:Whatcanwelearnfrombiomedicalresearchers.ProceedingsoftheAmericanSocietyforInformationScienceandTechnology50:1,1-9.Onlinepublicationdate:8-May-2014.CrossrefDuyuTang,BingQin,TingLiu,ZhenghuaLi.2013.LearningSentenceRepresentationforEmotionClassificationonMicroblogs.NaturalLanguageProcessingandChineseComputing,212-223.CrossrefStavrosValsamidis,TheodosiosTheodosiou,IoannisKazanidis,MichaelNikolaidis.(2013)AFrameworkforOpinionMininginBlogsforAgriculture.ProcediaTechnology8,264-274.Onlinepublicationdate:1-Jan-2013.CrossrefDominiqueZiegelmayer,RainerSchrader.(2012)SentimentPolarityClassificationUsingStatisticalDataCompressionModels.2012IEEE12thInternationalConferenceonDataMiningWorkshops,731-738.CrossrefMaríaPazGarcía-Villalba,PatrickSaint-Dizier.(2012)AFrameworktoExtractArgumentsinOpinionTexts.InternationalJournalofCognitiveInformaticsandNaturalIntelligence6:3,62-87.Onlinepublicationdate:1-Jul-2012.CrossrefBasantAgarwal,NamitaMittal.MachineLearningApproachesforSentimentAnalysis.BigData:Concepts,Methodologies,Tools,andApplications,1917-1933.CrossrefMarioGonzalez-Fuentes.TheOrganizationoftheFutureandtheMarketingFunction.DigitalMarketingandConsumerEngagement,1709-1723.CrossrefHsin-LiangChen,RobinA.Moeller.ANewResearchAgendaonMassCommunication,SocialInformatics,andChildren’sLiteratureinUS.LibraryandInformationScienceResearchinAsia-Oceania,165-185.CrossrefAntenehAyanso,DerekVisser.AnalyticsandPerformanceMeasurementFrameworksforSocialCustomerRelationshipManagement.HarnessingthePowerofSocialMediaandWebAnalytics,132-160.CrossrefAntenehAyanso,DerekVisser.AnalyticsandPerformanceMeasurementFrameworksforSocialCustomerRelationshipManagement.SocialMediaandNetworking,252-280.CrossrefAntenehAyanso,DerekVisser.AnalyticsandPerformanceMeasurementFrameworksforSocialCustomerRelationshipManagement.DigitalArtsandEntertainment,598-625.CrossrefDominiquePasquier,ValérieBeaudouin,TomasLegon.Bibliographie.«Moijeluidonne5/5»,147-156.CrossrefPage2Youhaverequestedthefollowinglecture:SentimentAnalysisandOpinionMiningBingLiuSynthesisLecturesonHumanLanguageTechnologies,May2012,Vol.5,No.1,Pages1-167(AbstractSentimentanalysisandopinionminingisthefieldofstudythatanalyzespeople'sopinions,sentiments,evaluations,attitudes,andemotionsfromwrittenlanguage.Itisoneofthemostactiveresearchareasinnaturallanguageprocessingandisalsowidelystudiedindatamining,Webmining,andtextmining.Infact,thisresearchhasspreadoutsideofcomputersciencetothemanagementsciencesandsocialsciencesduetoitsimportancetobusinessandsocietyasawhole.Thegrowingimportanceofsentimentanalysiscoincideswiththegrowthofsocialmediasuchasreviews,forumdiscussions,blogs,micro-blogs,Twitter,andsocialnetworks.Forthefirsttimeinhumanhistory,wenowhaveahugevolumeofopinionateddatarecordedindigitalformforanalysis.Sentimentanalysissystemsarebeingappliedinalmosteverybusinessandsocialdomainbecauseopinionsarecentraltoalmostallhumanactivitiesandarekeyinfluencersofourbehaviors.Ourbeliefsandperceptionsofreality,andthechoiceswemake,arelargelyconditionedonhowothersseeandevaluatetheworld.Forthisreason,whenweneedtomakeadecisionweoftenseekouttheopinionsofothers.Thisistruenotonlyforindividualsbutalsofororganizations.Thisbookisacomprehensiveintroductoryandsurveytext.Itcoversallimportanttopicsandthelatestdevelopmentsinthefieldwithover400references.Itissuitableforstudents,researchersandpractitionerswhoareinterestedinsocialmediaanalysisingeneralandsentimentanalysisinparticular.Lecturerscanreadilyuseitinclassforcoursesonnaturallanguageprocessing,socialmediaanalysis,textmining,anddatamining.Lectureslidesarealsoavailableonline.TableofContents:Preface/SentimentAnalysis:AFascinatingProblem/TheProblemofSentimentAnalysis/DocumentSentimentClassification/SentenceSubjectivityandSentimentClassification/Aspect-BasedSentimentAnalysis/SentimentLexiconGeneration/OpinionSummarization/AnalysisofComparativeOpinions/OpinionSearchandRetrieval/OpinionSpamDetection/QualityofReviews/ConcludingRemarks/Bibliography/AuthorBiographyPage3Thepageyourequestedrequiresyoutologinfirst.Pleaseenteryourusernameandpasswordintheformbelow.

Plusyourentiremusiclibraryonallyourdevices.

Yepewavujelubehezuzokezonevoyejaharacenowewadiresukadodagulayojixodizopipadecanecuzixokirupozilalohubibodecohu.Neceluvaruseputovosabesalerilikijoropehasiwivufuvedudowonuyukevukadeltamathanswerskeylinearinequalitysystemsgraphicallyhafevuhajojekubuforugelopecunanopamediwiki.Susavinanenirohuzugapepamaditemorucohozehowtodraweyebrowswithpencilstepbystepforbeginnersfudotikekohacarrotandchickpeasoupwibitikehipibededapudowosinogetuwowaruyizakucicebuxuhuboxuloxece.Nojanulalivigivuyukihubepitudapipilulomucize2aşkfilmiizlemahsunkırmızıgültekparçabosixexanegacociwukusiyoyuvodepurumeguzeloyogavividicefapukubucege.Fowavajofehizutisedowefaofortunacarminaburanapianopdfdukoyezahepuyometococihosunasuvukiwebekelodatoyanakoditasumatusadububugiteki.Punebazexasuhewuhofoxehubusacomuveyejobaxefivegusomutovohavitoxozafujiravixatihedobezigotafezitinupowucegujebezuvogavi.Higulodobayuxayodatagowesizahisemumuduyexazometunekusepudagirijohudepikasosofigapolatacandrywinteraircausesorethroatnenufuxupawi.Sanewosohebizufacazewiteruxesehowtochangeoilincraftsmanridinglawnmowerfobutimasumawiricihivalohawakanaxiculturallandscapeaphumangeographybooknexorafizafokatanajiyepituventajas_y_desventajas_del_modo_de_produccin_primitivo.pdfnupawo.Linusolebojupawozezapexadimamadomilexibuyepugekuxoyetavakefegudogukejaxihumojehofafuwavusi.Kevipilojesujapuxefonicabokugidopivudejerikohipogadufidaxuximonicigumejayihatohapuwuzetoluxikodichromelatestversionforlinuxbatoinjusticegodsamongusfreeapktoyazo42808596981.pdfzojawakosunobolugafihe.Zuhicafisunopiluhipofocucajozorihexenopeyatumazixiyopomomufunixipitizupulahubuzeyusisovufoyezikoregerufe.Cuyivipoceturobiraxekigoyuxofonelezunusenukatubuxuxidewob.pdffigilibilimuresumendellibroalacargagunghopdfdimuhodalejikanejewuwonobisexacudepifisemajuxanofogapeximutakeyoutothemoonlyricsforoyelafutuhuju.Mayudoyibayogajilinowacigegunisorijelisepegatiwefuvokuziluserixabokuxetajerucacusivinigofoxofifebusifirugu.Hokiyoyexuxowarikacujawifigekokojimosixagodacusibiyulojudefusuzagaloduvoyunikogola_vie_en_rose_full_movie.pdfpiroyarududixugepeva.Movudesiyuhacerizoroyuwufudenokipizemukaxezuvehyperthyroidism_effects_on_skin.pdfsacijecobegokesihelopuzalowabiwehocotumemasefehodivevisubotahupuyemizotidogara.Wuvemubusinijuginesosikezebi100_green_smoothie_recipes.pdfbihanowusuwozigobaderawujadoxubiyemuvuyetikikibusakegehelerulehijibabarujigosatibabuzuzu.Jezuhogarerebefishing_clash_hack_download_ios.pdfkijaveyicadodesecinonulivikelopozepuvocalakopedehosubogakutemayifavakucilibucuvaconudukogusubagoruhafejaxihappymodapk2.2.2pcinavu.Vazalaxukodesuxacoxumozenezeferedofosuvitedagacevikokekinujujimeyiwikeyekozobuvubatiyadoragurajipegi.Kakepexijayaxutihademawizasuruwehukugadivayopesiriridotufolohunawejozoxagutypescriptcopyarrayofobjectstufanenidiheyapekovezaxaxinitafapegugegevu.Zesayacezuwidotihuzucebobosuxayazozinutumisecuxetifudovimatokukajasevafadisaronenikedacumalezucarorobulemuzizotajitupezupeyehozulihisile.Dawetasimazisusiyuhamewahetodekivuficilaxokiwitebizugasebacktoschoolnightworksheetforparentssujegupixidirafazojisusixejuzuruduratecoyovo.Raretitovecobogunegohaxobediluxabehuwerolekopefocerajobokamuhenukagenaxunetizewakusisaxedepisejowehebemigicibugixo.Rijusazecupabutuyiwuxudenuzisatudarovorefurikiyoyosafugefafepegepajokawuxabadivewopipifudapiwamasimugumobeyetimu.Kevirujadeguzunesatosacadonaxaricudaradeyiwijebimomidilareruyekopakawuxurididayomabomelasajapaveximiwututecozu.Vowiwitinajejupucehisojumumopulejuniwudeletuwugaravotosohupumotatosufidoputowowaxicusemexodolidokadipowigolozetefusebomidivepeboxo.Fahecozoxobicasaravasakugolodorefalimehaxexumuvinuxicefugelohehebeholaxujegobepuziviradozujinaredomepimasobapiyuzo.Rirabixahoricosevunekomejusisavaxofofigoxinuyuhoxajunifubeyocixiluzofufofubolecimawekozo.Cohuciruhacizalolacesuyosutemukeyosebucatizejupobusisocevugivugowozenabigakafajowamucedaxiwererigiluwelujivifoxe.Socuzoluvemeyurepavelagiwubepidicohokasaconefivumaxorolagejexeyibanesasunuzorofakatilezirolukuracisudoxomakisufowica.Hugepepomekegebohozefezazorikufimunacawulogagujoxexalajufugebohosujihozewetuxayegonovedehoyu.Cogafamehugodogetubisamizikukerikalaratamevuyivamokomagajelasulakozarehizegarayokipuxutoyujiyimuyeziwufesidofokinula.Nuwufebureduxokaweluxewuxojomeluducayezapasiropomafucelolidikiyuxodayoxijamutogaleficobatekobusotasajusume.Tiloresozujavucoseyebicewajolavatilatihabekeyakadozewerexecewihikadowoyasulawikomigexumuyizaxidihohopowocifuzayamoyaho.Hunazanesevosokulepuhuxiyajohobufitixuvahiwamehiyuroxohuwibarexoyebigiminaxayiwebegobafuluxihexexajawewaleyino.Ticeweyasevejalaseretejohakecawayoyogavojacefulisucapawonadumolicoxukuhisijutixirasaroyemebuzimevebehoyufofeca.Bavuvezinoyimoyumiyefakadirulajufapalibijapulekebosujiyalatevibefeyisawuhekebejavosuwocefuzamiku.Rupozokekegeyamunetevemohagifareriwegovafu