1

CURRICULUM VITAE

Danielle S. McNamara

Professor, Psychology Arizona State University

http://soletlab.com dsmcnamara1@gmail.com, 480-727-5690

DEGREES DEGREE DISCIPLINE INSTITUTION YEAR B.A. Linguistics University of Kansas 1982 M.A. Clinical Psychology Wichita State University 1989 Ph.D. Cognitive Psychology University of Colorado, Boulder 1992 EXPERIENCE RANK/POSITION DEPARTMENT INSTITUTION PERIOD Language Instructor English (TEFL) France 1983–1986 Research and Teaching Asst. Psychology WSU, UC-Boulder 1987–1992 Postdoctoral Fellow Psychology University of Colorado, Boulder 1992–1995 Psychology Instructor Psychology University of Colorado, Boulder 1994–1995 Assistant Professor Psychology Old Dominion University 1995–2001 Graduate Program Director Psychology Old Dominion University 1999–2001 Associate Tenured Professor Psychology Old Dominion University 2001–2002 Assistant Professor Psychology University of Memphis 2002–2003 Associate Professor Psychology University of Memphis 2003–2004 Associate Tenured Professor Psychology University of Memphis 2004–2008 Cognitive Area Director Psychology University of Memphis 2004–2008 Professor Psychology University of Memphis 2008–2011 Faculty Affiliate CASL University of Maryland 2009– Director Institute for Intelligent

Systems University of Memphis 2009–2011

Senior Research Scientist Institute for the Science of

Teaching and Learning Arizona State University 2011–2018

Professor Psychology Arizona State University 2011– COMPLETED RESEARCH SUPPORT EXTERNAL Investigator Source Amount Period McNamara, D. S. (PI) J. S. McDonnell Foundation CSEP

Postdoctoral Fellowship Award $59,400 1993–1995

McNamara, D. S. (PI) J. S. McDonnell Foundation CSEP Career Development Award

$150,000 1996–1999

McNamara, D. S. (PI) NASA-Ames $10,000 1999 McNamara, D. S. (PI), & Levinstein, I. National Science Foundation IERI $3,196,000 2000–2006 McNamara, D. S. (PI), & Scerbo, M. NASA-Ames $365,000 2001–2004 McNamara, D. S. (PI), Louwerse, M., & Graesser, A.

Institute of Education Sciences $1,425,200 2002–2006

McNamara, D. S. (PI) Institute of Education Sciences $1,770,514 2004–2007

2

McNamara, D. S. (PI) National Science Foundation IERI $103,000 2004 McNamara, D. S. (PI) Institute of Education Sciences $52,000 2005 McNamara, D. S. (Co-PI), & Azevedo, R. (PI) National Science Foundation $904,581 2006–2009 McNamara, D. S. (PI), McCarthy, P., Graesser, A., & Kim, L.

Institute of Education Sciences $2,015,456 2008–2012

McNamara, D. S. (PI) National Science Foundation $370,000 2008–2012 McNamara, D. S. (PI) National Science Foundation REU $12,000 2008–2012 McNamara, D. S. (PI) National Science Foundation REU $16,000 2009–2012 McNamara, D. S. (PI) Gates Foundation/Student

Achievement Partners $252,768 2010–2012

McNamara, D. S. (PI) National Science Foundation REU $16,000 2010–2012 McNamara, D. S. (Co-PI) Institute of Education Sciences $1,499,993 2013 - 2017

Institute of Education Sciences Institute of Education Sciences $1,499,993 2013 - 2017

$1,499,993 2013–2017 McNamara, D. S. (PI) Office of Naval Research $742,601 2014 - 2017 McNamara, D. S. (Co-PI) National Science Foundation $515,998 2013 - 2017 McNamara, D. S. (Co-PI) National Science Foundation $777,955 2014 - 2017 McNamara, D. S. (PI) Collaborative National Science Foundation $706,534 2014 - 2017 McNamara, D. S. (PI) Collaborative National Science Foundation $774,447 2014 - 2017 McNamara, D. S. (Co-PI) European Commission 229,500 € 2016 - 2017

McNamara, D. S. (PI) Institute of Education Sciences $1,499,993 2013 - 2017

Institute of Education Sciences Institute of Education Sciences $1,499,993 2013 - 2017

$1,600,000 2012–2017 McNamara, D. S. (PI) Institute of Education Sciences $1,499,993 2013 - 2017 McNamara, D. S. (PI) McNamara, D. S. (Co-PI) McNamara, D. S. (Co-PI)

Institute of Education Sciences Institute of Education Sciences $1,499,993 2013 - 2017 Office of Naval Research Institute of Education Sciences National Institutes of Health

$1,600,000 $961,075

$1,600,000 $2.520,587

2013–2017 2017-2020 2015-2020 2015-2020

INTERNAL Investigator Source Amount Period McNamara, D. S. (PI) College of Sciences, Old Dominion

University $6,000 1998–1999

McNamara, D. S. (PI) Old Dominion University $9,000 1999–2000 ONGOING RESEARCH SUPPORT The ASU Learning at Scale (L@S) Digital Learning Network McNamara, D. (PI), Weigele, B. (Co-PI), Anbar, A. (Co-PI), & Roscoe, R. (Co-PI) Institute of Education Sciences R305N210041 $2,000,000 2021-2026 The goal is to develop capabilities to enable the capacity to connect, access, and examine the data of undergraduate students enrolled in ASU Online courses. We will develop foundational infrastructure connecting student achievement data within the ASU data ecosystem, providing access to said data to researchers within and beyond ASU whilst respecting institutional and individual privacy. Game-based Literacy Assessment McNamara, D. (PI), Roscoe, R. (Co-PI) Office of Naval Research N00014-20-1-2623 $1,389,596 2020-2023 The goal is to develop an automated, stealth, game-based literacy assessment in the context of iSTART and the Writing Pal, and ultimately within the immersive, narrative game: Navy life. We will develop machine learning algorithms that predict literacy skills and iteratively refine our game-based stealth assessments of literacy skills. iSTART-Early: Interactive Strategy Training for Active Reading and Thinking for Young Developing Readers McNamara, D. (PI), Kendeou, P. (Co-PI), & Connor, C. (Co-PI) Institute of Education Sciences R305A190050 $1,400,000 2019 – 2022 The goal is to develop iSTART-Early, an intelligent tutoring system that teaches higher-order reading comprehension strategies to 3rd and 4th graders. The proposed research will not only provide a tangible educational technology, but will advance our understanding of how educational technologies can improve learning from texts.

3

Social Media Comprehension and Mass Communication: Curriculum Development to Combat Misinformation Allen, L. K. (PI) & McNamara, D. (Co-PI) Office of Naval Research N00014-19-1-2424 $600,000 2019 – 2021 The goal of the proposed work is to provide accelerated awareness and guidance on countering these threats and develop a curriculum for entities that teach military personnel methods on how to use social media to effectively communicate the Navy’s message, including strategies, methods, and techniques to counter disinformation campaigns by our adversaries. Using Computational Linguistics to Detect Comprehension Processes in Constructed Responses across Multiple Large Data Sets McNamara, D. (PI), Magliano, J. (Co-PI), Allen, L. K. (Co-PI), O’Rourke, H. (Co-PI), & McCarthy, K. (Co-PI) Institute of Education Sciences R305A190063 $1,400,000 2019 – 2022 Theories of text comprehension universally assume that comprehension arises with the construction of a mental model for what was read, which requires readers to make connections among information sources and develop a coherent mental model of the text. This project examines properties of constructed responses as they unfold over time and their relations to students’ individual differences and performance on comprehension tasks. The Development of the Writing Assessment Tool (WAT): An On-line Platform for the Automated Assessment of Writing Education Technology McNamara, D. (PI), Allen, L. K. (Co-PI), Crossley, S. A. (Co-PI), Roscoe, R. D. (Co-PI), & Grimm, K. (Co-PI) Institute of Education Sciences R305A180261 $1,399,327 2018 – 2022 The goal of this project is to create the Writing Assessment Tool (WAT), a platform that automatically evaluates students’ writings. The purpose of this tool is to help advance students’ writing ability over a number of writing genres such as summary, source-based, and argumentative writing. Developing a Deeper Understanding of the Cognitive Processes that Drive Multiple Document Comprehension McNamara, D. (PI), Allen, L. K. (Co-PI), & Magliano, J. (Co-PI) Institute of Education Sciences R305A180144 $1,399,466 2018 – 2022 This project seeks to understand how students comprehend and integrate information from multiple related texts. Analyses of student’s prior knowledge, reading and writing skills will also increase our understanding of the how multiple documents influence individual inference generation in both reading comprehension and writing tasks.

Precision Education: The Virtual Learning Lab McNamara, D. (Sub-Contract PI from University of Florida) from Beal, C. (PI), Michailidis, G. (PI), Pemberton, D. (PI), D'Mello, S. (PI), & Leite, W. (Co-PI) Institute of Education Sciences R305C160004 $8,908,288** 2016 - 2021 The Virtual Learning Lab will conduct a focused program of research to learn whether precision education can improve students' ability to pass an end-of course exam. The researchers will address the challenge of improving low-achieving students' achievement in algebra, using Algebra Nation, a free online learning platform for students and teachers designed to promote mastery of basic algebra, as a virtual laboratory. **ASU receives $530,000. Developing Electronic-Books to Build Elementary Students' Word Knowledge, Comprehension Monitoring, and Reading Comprehension Connor, C. M. (PI) & McNamara, D. (Co-PI) Institute of Education Sciences R305A170163 $1,400,000 2017 - 2021 In this project, researchers will develop and test a series of digital books that embed strategies to improve word knowledge, comprehension monitoring, metacognitive skills, and overall reading comprehension for students in grades 3 to 5. While Kindles, iBooks, tablets, and electronic-books have become ubiquitous, little content has been developed specifically for educational settings and few technologies provide adaptive supports to improve reading.

4

DEVELOPED TECHNOLOGIES TECHNOLOGY SOURCE WEBSITE Coh-Metrix IES cohmetrix.com Text Ease and Readability Assessor (T.E.R.A) IES commoncoretera.com Constructed Response Analysis Tool (CRAT) IES, NSF linguisticanalysistools.org/crat.html Simple Natural Language Processing Tool (SiNLP) IES linguisticanalysistools.org/sinlp.html Tools for the Automatic Analysis of Text Cohesion (TAACO) NSF linguisticanalysistools.org/taaco.html Tool for the Automatic Analysis of Lexical Sophistication (TAALES)

NSF linguisticanalysistools.org/taales.html

Interactive Strategy Training for Active Reading and Thinking (iSTART)

IES, NSF adaptiveliteracy.com

Writing Pal (W-Pal) IES adaptiveliteracy.com Adult Reading and Writing Instruction (ARWI) ONR adaptiveliteracy.com Writing Assessment Tool (WAT) IES currently in development HONORS/AWARDS HONOR/AWARD INSTITUTION YEAR Mary Wittenbach Memorial Scholarship Wichita State University 1987 Albert Heyer Memorial Scholarship University of Colorado, Boulder 1992 Cognitive Modeling Scholarship Carnegie Mellon (3-CAPS Summer Workshop) 1995 Excellence in Teaching (Most Inspiring) Old Dominion University College of Sciences 1996 Summer Faculty Research Fellowship Old Dominion University 1997 Excellence in Teaching (Most Inspiring) Old Dominion University College of Sciences 1999 Alumni Association Distinguished Research in the Social Sciences and Business Award

University of Memphis

2010

Society Fellow Society for Text and Discourse 2010 Society Fellow Association for Psychological Science (APS) 2010 Excellence in Research John R. Hayes Award 2014 Distinguished Cognitive Scientist Award University of California, Merced 2015 Society Fellow Distinguished Scientific Contribution Award

American Educational Research Association Society for Text & Discourse

2018 2020

PUBLICATIONS Books and Proceedings (6) Landauer, T., McNamara, D. S., Dennis, S., & Kintsch, W. (Eds.). (2007). Handbook of latent semantic

analysis. Mahwah, NJ: Erlbaum. McNamara, D. S. (Ed.). (2007). Reading comprehension strategies: Theory, interventions, and

technologies. Mahwah, NJ: Erlbaum. McNamara, D. S., & Trafton, J. G. (Eds.). (2007). Proceedings of the 29th Annual Conference of the

Cognitive Science Society. Austin, TX: Cognitive Science Society. McNamara, D. S., Graesser, A. C., McCarthy, P., & Cai, Z. (2014). Automated evaluation of text and

discourse with Coh-Metrix. Cambridge: Cambridge University Press. Crossley, S. A., & McNamara, D. S. (Eds.). (2016). Adaptive educational technologies for literacy

instruction. Taylor & Francis, Routledge: NY.

5

McCrudden, M. T., & McNamara, D. S. (2017). Cognition in Education. NY, New York: Taylor & Francis, Routledge.

Special Issues (4) McNamara, D. S. (Ed.). (2011). Computational methods to extract meaning from text and advance

theories of human cognition [Issue edition]. Topics in Cognitive Science, 3 (1). McNamara, D. S. & Schober, M. F. (Eds.). (2014). 2013 Society for Text and Discourse Annual Meeting

[Special issue]. Discourse Processes, 51 (5-6). McNamara, D. S. & Schober, M. F. (Eds.). (2015). 2014 Society for Text and Discourse Annual Meeting

[Special issue]. Discourse Processes, 52 (5-6). Wolfe, J. M., Malmberg, K. J., Newcombe, N. S., Dhami, M. K., & McNamara, D. S. (Eds.). (2015).

Policy Insights from Cognitive Psychology [Special issue]. Policy Insights from the Behavioral and Brain Sciences, 2 (1).

Journal Articles* (171), Book Chapters, Proceedings, Encyclopedia Articles, Book Reviews (313)

McNamara, Danielle, S. (1989). The theory of a unitary working memory re-examined: Are there verbal and special working memory systems. [Master’s thesis, Wichita State University].

McNamara, Danielle. S. (1992). The advantages of generating extended to skill acquisition and retention: Procedural implications. [Doctoral dissertation, University of Colorado Boulder].

Doane, S. M., McNamara, D. S., Kintsch, W., Polson, P. G., Dungca, R. G., & Clawson, D. M. (1991). Action planning: The role of prompts in UNIX command production. Proceedings of the 13th Annual Meeting of the Cognitive Science Society (pp. 682–687). Austin, TX: Cognitive Science Society.

Meissen, G. J., Mastromauro, C. A., Kiely, D. K., McNamara, D. S., & Meyers, R. H. (1991). Understanding the decision to take the predictive test for Huntington Disease. American Journal of Medical Genetics, 39, 404–410. *

Doane, S. M., McNamara, D. S., Kintsch, W., Polson, P. G., & Clawson, D. M. (1992). Prompt comprehension in UNIX command production. Memory & Cognition, 20, 327–343. *

Turner, M. L., Johnson, S. K., McNamara, D. S., & Engle, R. W. (1992). Effects of same-modality interference on immediate serial recall of auditory and visual information. The Journal of General Psychology, 119, 247–263. *

Healy, A. F., Clawson, D. M., McNamara, D. S., Marmie, W. R., Schneider, V. I., Rickard, T. C., Crutcher, R. J., King, C., Ericsson, K. A., & Bourne, L. E., Jr. (1993). The long-term retention of knowledge and skills. In D. Medin (Ed.), The psychology of learning and motivation (pp. 135–164). New York: Academic Press.

Doane, S. M., Sohn, Y. W., Adams, D., & McNamara, D. S. (1994). Learning from instruction: A comprehension-based approach. Proceedings of the 16th Annual Meeting of the Cognitive Science Society (pp. 254–259). Austin, TX: Cognitive Science Society.

McNamara, D. S. (1995). Effects of prior knowledge on the generation advantage: Calculators versus calculation to learn simple multiplication. Journal of Educational Psychology, 87, 307–318. *

McNamara, D. S., & Healy, A. F. (1995). A generation advantage for multiplication skill and nonword vocabulary acquisition. In A. F. Healy & L. E. Bourne, Jr. (Eds.), Learning and memory of knowledge and skills (pp. 132–169). Thousand Oaks, CA: Sage.

6

McNamara, D. S., & Healy, A. F. (1995). A procedural explanation of the generation effect: The use of an operand retrieval strategy for multiplication and addition problems. Journal of Memory and Language, 34, 399–416. *

Healy, A. F., & McNamara, D. S. (1996). Verbal learning and memory: Does the modal model still work? Annual Review of Psychology, 47, 143–172. *

McNamara, D. S., & Kintsch, W. (1996). Learning from text: Effects of prior knowledge and text coherence. Discourse Processes, 22, 247–287. *

McNamara, D. S., & Kintsch, W. (1996). Working memory in text comprehension: Interrupting difficult text. Proceedings of the 18th Annual Meeting of the Cognitive Science Society (pp. 104–109). Austin, TX: Cognitive Science Society.

McNamara, D. S., Kintsch, E., Songer, N. B., & Kintsch, W. (1996). Are good texts always better? Text coherence, background knowledge, and levels of understanding in learning from text. Cognition and Instruction, 14, 1–43. *

McNamara, D. S. (1997). Comprehension skill: A knowledge-based account. Proceedings of the Nineteenth Annual Meeting of the Cognitive Science Society (pp. 508–513). Austin, TX: Cognitive Science Society.

McNamara, D. S., & Scott, J. L. (1999). Training reading strategies. Proceedings of the 21st Annual Meeting of the Cognitive Science Society (pp. 387–392). Austin, TX: Cognitive Science Society.

McNamara, D. S., & Scott, J. L. (1999). Training self-explanation and reading strategies. Proceedings of the Human Factors and Ergonomics Society 43rd Annual Meeting. Houston, TX: Human Factors & Ergonomics Society.

Doane, S. M., Sohn, Y. W., McNamara, D. S., & Adams, D. (2000). Comprehension-based skill acquisition. Cognitive Science, 24, 1–52. *

McNamara, D. S. (2000). Book review: Reading comprehension difficulties: Processes and intervention, C. Cornoldi & J. Oakhill (Eds.). Journal of Pragmatics, 33, 943–956. *

McNamara, D. S., & Healy, A. F. (2000). A procedural explanation of the generation effect for simple and difficult multiplication problems and answers. Journal of Memory and Language, 43, 652–679. *

McNamara, D. S., Scott, J. L., & Bess, T. (2000). Building blocks of knowledge: Constructivism from a cognitive perspective. In G. McAuliffe, C. Lovell, & K. Eriksen (Eds.), Preparing counselors and therapists: Creating constructive and developmental programs (pp. 62–75). Virginia Beach, VA: The Donning Company.

Shapiro, A. M., & McNamara, D. S. (2000). The use of latent semantic analysis as a tool for the quantitative assessment of understanding and knowledge. Journal of Educational Computing Research, 22, 1–36. *

McNamara, D. S. (2001). Reading both high and low coherence texts: Effects of text sequence and prior knowledge. Canadian Journal of Experimental Psychology, 55, 51–62. *

McNamara, D. S. (2001). Speed reading. In N. J. Smelser & P. B. Bates (Eds.), International encyclopedia of the social & behavioral sciences. New York: Elsevier.

McNamara, D. S., & Scott, J. L. (2001). Working memory capacity and strategy use. Memory & Cognition, 29, 10–17. *

Millis, K. K., Magliano, J. P., Wiemer-Hastings, K., & McNamara, D. S. (2001). Using LSA in a computer-based test of reading comprehension. In J. D. Moore, C. Luckhardt-Redfield, & W. L. Johnson (Eds.), Artificial intelligence in education: AI-ED in the wired and wireless future: Vol. 68. Frontiers in artificial intelligence and applications (pp. 583–585). Amsterdam: IOS Press.

7

Cottrell, K., & McNamara, D. S. (2002). Cognitive precursors to science comprehension. Proceedings of the 24th Annual Meeting of the Cognitive Science Society (pp. 244–249). Austin, TX: Cognitive Science Society.

Magliano, J. P., Wiemer-Hastings, K. Millis, K. K., Munoz, B. D., & McNamara, D. S. (2002). Using latent semantic analysis to assess reader strategies. Behavior Research Methods, Instruments, and Computers, 34, 181–188. *

McNamara, D. S., & O’Reilly, T. (2002). Learning: Knowledge acquisition, representation, and organization. In J. W. Guthrie et al. (Eds.), The encyclopedia of education. New York: Macmillan Reference.

O’Reilly, T., & McNamara, D. S. (2002). What’s a science student to do? Proceedings of the 24th Annual Meeting of the Cognitive Science Society (pp. 726–731). Austin, TX: Cognitive Science Society.

Risser, M. R., McNamara, D. S., Baldwin, C. L., Scerbo, M. W., & Barshi, I. (2002). Interference while hearing or reading information: Considerations for ATC communication. Proceedings of the Human Factors and Ergonomics Society 46th Annual Meeting (pp. 392–396). Human Factors & Ergonomics Society.

Graesser, A. C., McNamara, D. S., & Louwerse, M. M. (2003). What do readers need to learn in order to process coherence relations in narrative and expository text. In A. P. Sweet & C. E. Snow (Eds.), Rethinking reading comprehension (pp. 82-98). New York: Guilford Publications.

Hu, X., Cai, Z., Franceschetti, D., Penumatsa, P., Graesser, A. C., Louwerse, M. M., McNamara, D. S., & the Tutoring Research Group. (2003). LSA: The first dimension and dimensional weighting. In R. Alterman & D. Hirsh (Eds.), Proceedings of the 25th Annual Conference of the Cognitive Science Society. Austin, TX: Cognitive Science Society.

Kurby, C. A., Wiemer-Hastings, K., Ganduri, N., Magliano, J. P., Millis, K. K., & McNamara, D. S. (2003). Computerizing reading training: Evaluation of a latent semantic analysis space for science text. Behavior Research Methods, Instruments, and Computers, 35, 244–250. *

Levinstein, I. B., McNamara, D. S., Boonthum, C., Pillarisetti, S. P., & Yadavalli, K. (2003). Web-based intervention for higher-order reading skills. Proceedings of the ED-MEDIA 2003 World Conference on Educational Multimedia, Hypermedia & Telecommunications (pp. 835–841).

McNamara, D. S., Best, R., & Castellano, C. (2003). Learning from text: Facilitating and enhancing comprehension. http://www.speechpathology. com

Risser, M. R., Scerbo, M. W., Baldwin, C. L., & McNamara, D. S. (2003). ATC commands executed in speech and text formats: Effects of task interference. Proceedings of the 12th Biennial International Symposium on Aviation Psychology (pp. 999–1004).

Scerbo, M. W., Risser, M. R., Baldwin, C. L., & McNamara, D. S. (2003). Implementing speech and simulated data link commands: The role of task interference and message length. Proceedings of the Human Factors and Ergonomics Society 47th Annual Meeting (pp. 95–99). Human Factors & Ergonomics Society.

Best, R., Dockrell, J. E., & McNamara, D. S. (2004). Children’s semantic representation of a science term. In K. Forbus, D. Gentner, & T. Regier (Eds.), Proceedings of the 26th Annual Conference of the Cognitive Science Society (p. 1525). Mahwah, NJ: Erlbaum.

Best, R., Ozuru, Y., & McNamara, D. S. (2004). Self-explaining science texts: Strategies, knowledge, and reading skill. In Y. B. Yasmin, W. A. Sandoval, N. Enyedy, A. S. Nixon, & F. Herrera (Eds.), Proceedings of the Sixth International Conference on Learning Sciences: Embracing Diversity in the Learning Sciences (pp. 89–96). Mahwah, NJ: Erlbaum.

8

Bruss, M., Albers, M., & McNamara, D. S. (2004). Changes in scientific articles over two hundred years: A Coh-Metrix analysis. Proceedings of the ACM 22nd International Conference on Computer Documentation (pp. 104–109). New York: ACM Press.

Cai, Z., McNamara, D. S., Louwerse, M. M., Hu, X., Rowe, M., & Graesser, A. C. (2004). NLS: A non-latent similarity algorithm. In K. Forbus, D. Gentner, & T. Regier (Eds.), Proceedings of the 26th Annual Conference of the Cognitive Science Society (pp. 180–185). Mahwah, NJ: Erlbaum.

Dufty, D. F., McNamara, D. S., Louwerse, M. M., Cai, Z., & Graesser, A. C. (2004). Automatic evaluation of aspects of document quality. Proceedings of the ACM 22nd International Conference on Computer Documentation (pp. 14–16). New York: ACM Press.

Graesser, A. C., McNamara, D. S., Louwerse, M. M., & Cai, Z. (2004). Coh-Metrix: Analysis of text on cohesion and language. Behavior Research Methods, Instruments, and Computers, 36, 193–202. *

Louwerse, M. M, McCarthy, P. M., McNamara, D. S., & Graesser, A. C. (2004). Variation in language and cohesion across written and spoken registers. In K. Forbus, D. Gentner, & T. Regier (Eds.), Proceedings of the 26th Annual Conference of the Cognitive Science Society (pp. 843–848). Mahwah, NJ: Erlbaum.

McNamara, D. S. (2004). Aprender del texto: Efectos de la estructura textual y las estrategias del lector. Revista Signos, 37, 19–30. *

McNamara, D. S. (2004). Review of Précis of thoughts on thought by E. Hunt. Contemporary Psychology, 49, 617–618. *

McNamara, D. S. (2004). SERT: Self-explanation reading training. Discourse Processes, 38. https://doi.org/10.1207/s15326950dp3801_1*

McNamara, D. S., Floyd, R. G., Best, R., & Louwerse, M. M. (2004). World knowledge driving young readers’ comprehension difficulties. In Y. B. Yasmin, W. A. Sandoval, N. Enyedy, A. S. Nixon, & F. Herrera (Eds.), Proceedings of the Sixth International Conference of the Learning Sciences: Embracing Diversity in the Learning Sciences (pp. 326–333). Mahwah, NJ: Erlbaum.

McNamara, D. S., Levinstein, I. B., & Boonthum, C. (2004). iSTART: Interactive strategy training for active reading and thinking. Behavior Research Methods, Instruments, and Computers, 36, 222–233.*

McNamara, D. S., & McDaniel, M. (2004). Suppressing irrelevant information: Knowledge activation or inhibition? Journal of Experimental Psychology: Learning, Memory, & Cognition, 30, 465–482. *

Millis, K. K., Kim, H. J., Todaro, S., Magliano, J., Wiemer-Hastings, K., & McNamara, D. S. (2004). Identifying reading strategies using latent semantic analysis: Comparing semantic benchmarks. Behavior Research Methods, Instruments, & Computers, 36, 213–221. *

O’Reilly, T., Best, R., & McNamara, D. S. (2004). Self-explanation reading training: Effects for low-knowledge readers. In K. Forbus, D. Gentner, & T. Regier (Eds.), Proceedings of the 26th Annual Conference of the Cognitive Science Society (pp. 1053–1058). Mahwah, NJ: Erlbaum.

O’Reilly, T. P., Sinclair, G. P., & McNamara, D. S. (2004). iSTART: A web-based reading strategy intervention that improves students’ science comprehension. In D. Kinshuk, D. Sampson, & P. T. Isaías (Eds.), Proceedings of the IADIS International Conference: Cognition and Exploratory Learning in Digital Age: CELDA 2004 (pp. 173–180). Lisbon, Portugal: IADIS Press.

O’Reilly, T. P., Sinclair, G. P., & McNamara, D. S. (2004). Reading strategy training: Automated versus live. In K. Forbus, D. Gentner, & T. Regier (Eds.), Proceedings of the 26th Annual Conference of the Cognitive Science Society (pp. 1059–1064). Mahwah, NJ: Erlbaum.

Ozuru, Y., Best, R., & McNamara, D. S. (2004). Contribution of reading skill to learning from expository texts. In K. Forbus, D. Gentner, & T. Regier (Eds.), Proceedings of the 26th Annual Conference of the Cognitive Science Society (pp. 1071–1076). Mahwah, NJ: Erlbaum.

9

Risser, M. R., Scerbo, M. W., Baldwin, C. L., & McNamara, D. S. (2004). Implementing voice and datalink commands under task interference during simulated flight. In D. Vincenzi, M. Mouloua, & P. Hancock (Eds.), Proceedings of the Fifth Human Performance, Situation Awareness and Automation Technology Conference (HPSAA II) (pp. 201–206). Mahwah, NJ: Erlbaum.

Todaro, S. A., Magliano, J. P., Millis, K. K., McNamara, D. S., & Kurby, C. C. (2004). Intra-clause constraints in think-aloud protocols. In K. Forbus, D. Gentner, & T. Regier (Eds.), Proceedings of the 26th Annual Conference of the Cognitive Science Society (p. 1642). Mahwah, NJ: Erlbaum.

Best, R. M., Rowe, M. P., Ozuru, Y., & McNamara, D. S. (2005). Deep-level comprehension of science texts: The role of the reader and the text. Topics in Language Disorders, 25, 65–83. *

Graesser, A. C., Hu, X., & McNamara, D. S. (2005). Computerized learning environments that incorporate research in discourse psychology, cognitive science, and computational linguistics. In A. F. Healy (Ed.), Experimental cognitive psychology and its applications: Festschrift in honor of Lyle Bourne, Walter Kintsch, and Thomas Landauer (pp. 183–194). Washington, D.C.: American Psychological Association.

Graesser, A. C., McNamara, D. S., & VanLehn, K. (2005). Scaffolding deep comprehension strategies through Point & Query, Auto Tutor, and iSTART. Educational Psychologist, 40, 225–234. *

Hempelmann, C. F., Dufty, D. F., McCarthy, P. M., Graesser, A. C., Cai, Z., & McNamara, D. S. (2005). Using LSA to automatically identify givenness and newness of noun phrases in written discourse. Proceedings of the 27th Annual Meeting of the Cognitive Science Society (pp. 941–946). Mahwah, NJ: Erlbaum.

Hempelmann, C. F., Rus, V., Graesser, A. C., & McNamara, D. S. (2005). Evaluating state-of -the-art treebank style parsers for Coh-Metrix and other learning technology environments. Proceedings of the Second Workshop on Building Educational Applications using Natural Language Processing and Computational Linguistics (pp. 69–76). New Brunswick, NJ: ACL.

Magliano, J. P., Todaro, S., Millis, K. K., Wiemer-Hastings, K., Kim, H. J., & McNamara, D. S. (2005). Changes in reading strategies as a function of reading training: A comparison of live and computerized training. Journal of Educational Computing Research, 32, 185–208. *

McNamara, D. S., & Shapiro, A. M. (2005). Multimedia and hypermedia solutions for promoting metacognitive engagement, coherence, and learning. Journal of Educational Computing Research, 33, 1–29. *

Ozuru, Y., Dempsey, K., Sayroo, J., & McNamara, D. S. (2005). Effect of text cohesion on comprehension of biology texts. Proceedings of the 27th Annual Meeting of the Cognitive Science Society (pp. 1696–1701). Mahwah, NJ: Erlbaum.

Bell, C. M., McCarthy, P. M., & McNamara, D. S. (2006). Variations in language use across gender: Biological versus sociological theories. In R. Sun & N. Miyake (Eds.), Proceedings of the 28th Annual Conference of the Cognitive Science Society (pp. 1009–1013). Austin, TX: Cognitive Science Society.

Best, R., Ozuru, Y., Floyd., R., & McNamara, D. S. (2006). Children’s text comprehension. Effects of genre, knowledge, and text cohesion. In S. A. Barab, K. E. Hay, & D. T. Hickey (Eds.), Proceedings of the Seventh International Conference of the Learning Sciences (pp. 37–42). Mahwah, NJ: Erlbaum.

Dufty, D. F., Graesser, A. C., Louwerse, M., & McNamara, D. S. (2006). Assigning grade level to textbooks: Is it just readability? In R. Sun & N. Miyake (Eds.), Proceedings of the 28th Annual Conference of the Cognitive Science Society (pp. 1251–1256). Austin, TX: Cognitive Science Society.

Duran, N., McCarthy, P. M., Graesser, A. C., & McNamara, D. S. (2006). Using Coh-Metrix temporal indices to predict psychological measures of time. In R. Sun & N. Miyake (Eds.), Proceedings of the

10

28th Annual Conference of the Cognitive Science Society (pp. 190–195). Austin, TX: Cognitive Science Society.

Hempelmann, C. F., Rus, V., Graesser, A. C., & McNamara, D. S. (2006). Evaluating state-of-the-art treebank-style parsers for Coh-Metrix and other learning technology environments. Natural Language Engineering, 12, 131–144. *

Louwerse, M. M., Graesser, A. C., McNamara, D. S., Jeuniaux, P., & Yang, F. (2006). Coherence is also in the eye of the beholder. In M. Silva & A. Cox (Eds.), Proceedings of the Cognitive Science Workshop “What have eye movements told us so far, and what is next?” London: University College London.

Louwerse, M. M., McNamara, D. S., Graesser, A. C., Lewis, G., & Zirnstein, M. (2006). An eye for an eye, and for other modalities. In M. Silva, & A. Cox (Eds.), Proceedings of the Cognitive Science Workshop “What have eye movements told us so far, and what is next?” London: University College London.

McCarthy, P. M., Lewis, G. A., Dufty, D. F., & McNamara, D. S. (2006). Analyzing writing styles with Coh-Metrix. In G. C. J. Sutcliffe & R. G. Goebel (Eds.), Proceedings of the 19th Annual Florida Artificial Intelligence Research Society International Conference (FLAIRS) (pp. 764–770). Melbourne Beach, FL: AAAI Press.

McNamara, D. S. (2006). Bringing cognitive science into education and back again: The value of interdisciplinary research. Invited editorial in Cognitive Science, 30, 1–4.

McNamara, D. S., O’Reilly, T., Best, R., & Ozuru, Y. (2006). Improving adolescent students’ reading comprehension with iSTART. Journal of Educational Computing Research, 34, 147–171. *

McNamara, D. S., Ozuru, Y., Graesser, A. C., & Louwerse, M. (2006). Validating Coh-Metrix. In R. Sun & N. Miyake (Eds.), Proceedings of the 28th Annual Conference of the Cognitive Science Society (pp. 573–578). Austin, TX: Cognitive Science Society.

Muñoz, B., Magliano, J. P., Sheridan, R., & McNamara, D. S. (2006). Typing versus thinking aloud when reading: Implications for computer-based assessment and training tools. Behavior Research Methods, Instruments, & Computers, 38, 211–217. *

O’Reilly, T., Taylor, R. S., & McNamara, D. S. (2006). Classroom based reading strategy training: Self-explanation vs. a reading control. In R. Sun & N. Miyake (Eds.), Proceedings of the 28th Annual Conference of the Cognitive Science Society (pp. 1887–1892). Austin, TX: Cognitive Science Society.

Risser, M. R., Scerbo, M. W., Baldwin, C. L., & McNamara, D. S. (2006). Interference timing and acknowledgement response with voice and datalink ATC commands. Proceedings of the Human Factors and Ergonomics Society 50th Annual Meeting. San Francisco, CA.

Rowe, M., Ozuru, Y., & McNamara, D. S. (2006). An analysis of a standardized reading ability test: What do questions actually measure? In S. A. Barab, K. E. Hay, & D. T. Hickey (Eds.), Proceedings of the Seventh International Conference of the Learning Sciences (pp. 627–633). Mahwah, NJ: Erlbaum.

Taylor, R. S., O’Reilly, T., Rowe, M., & McNamara, D. S. (2006). Improving understanding of science texts: iSTART strategy training vs. web design control task. In R. Sun & N. Miyake (Eds.), Proceedings of the 28th Annual Conference of the Cognitive Science Society (pp. 2234–2239). Austin, TX: Cognitive Science Society.

Taylor, R. S., O’Reilly, T., Sinclair, G., & McNamara, D. S. (2006). Enhancing learning of expository science texts in a remedial reading classroom via iSTART. Proceedings of the Seventh International Conference of the Learning Sciences (pp. 765–770). Hillsdale, NJ: Erlbaum.

11

Bell, C., & McNamara, D. S. (2007). Integrating iSTART into a high school curriculum. In D. S. McNamara & J. G. Trafton (Eds.), Proceedings of the 29th Annual Meeting of the Cognitive Science Society (pp. 809–814). Austin, TX: Cognitive Science Society.

Bellissens, C., Jeuniaux, P., Duran, N., & McNamara, D. S. (2007). Towards a textual cohesion model that predicts self-explanations inference generation as a function of text structure and readers’ knowledge levels. In D. S. McNamara & J. G. Trafton (Eds.), Proceedings of the 29th Annual Meeting of the Cognitive Science Society (pp. 233–238). Austin, TX: Cognitive Science Society.

Boonthum, C., Levinstein, I., & McNamara, D. S. (2007). Evaluating Self-explanations in iSTART: Word matching, latent semantic analysis, and topic models. In A. Kao & S. Poteet (Eds.), Natural language processing and text mining (pp. 91–106). London: Springer-Verlag UK.

Briner, S., Kurby, C., & McNamara, D. S. (2007). Individual differences and the impact of forward and backward causal relations. In D. S. McNamara & J. G. Trafton (Eds.), Proceedings of the 29th Annual Meeting of the Cognitive Science Society (pp. 125–130). Austin, TX: Cognitive Science Society.

Briner, S. W., McCarthy, P. M., & McNamara, D. S. (2007). Assessing AutoProp: An automated propositionalization tool. Coyote Papers: Psycholinguistic and Computational Perspectives. University of Arizona Working Papers in Linguistics, 15, 1–17. *

Crossley, S. A., Dufty, D. F., McCarthy, P. M., & McNamara, D. S. (2007). Toward a new readability: A mixed model approach. In D. S. McNamara & G. Trafton (Eds.), Proceedings of the 29th Annual Meeting of the Cognitive Science Society (pp. 197–202). Austin, TX: Cognitive Science Society.

Crossley, S. A., Louwerse, M. M., McCarthy, P. M., & McNamara, D. S. (2007). A linguistic analysis of simplified and authentic texts. Modern Language Journal, 91, 15–30. *

Crossley, S. A., McCarthy, P. M., & McNamara, D. S. (2007). Discriminating between second language learning text-types. In D. Wilson & G. Sutcliffe (Eds.), Proceedings of the 20th International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 205–210). Menlo Park, CA: The AAAI Press.

Dempsey, K. B., McCarthy, P. M., & McNamara, D. S. (2007). Using phrasal verbs as an index to distinguish text genres. In D. Wilson & G. Sutcliffe (Eds.), Proceedings of the 20th International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 217–222). Menlo Park, CA: The AAAI Press.

Duran, N., Bellissens, C., Taylor, R., & McNamara, D. S. (2007). Qualifying text difficulty with automated indices of cohesion and semantics. In D. S. McNamara & G. Trafton (Eds.), Proceedings of the 29th Annual Meeting of the Cognitive Science Society (pp. 233–238). Austin, TX: Cognitive Science Society.

Duran, N., McCarthy, P. M., Graesser, A. C., & McNamara, D. S. (2007). Using temporal cohesion to predict temporal coherence in narrative and expository texts. Behavior Research Methods, 39, 212–223. *

Graesser, A. C., Louwerse, M. M., McNamara, D. S., Olney, A., Cai, Z., & Mitchell, H. (2007). Inference generation and cohesion in the construction of situation models: Some connections with computational linguistics. In F. Schmalhofer & C. A. Perfetti (Eds.), Higher-level language processes in the brain: Inference and comprehension processes (pp. 289–310). Mahwah, NJ: Erlbaum.

Graesser, A. C., McNamara, D. S., & Rus, V. (2007). Computational modeling of discourse and conversation. In M. Spivey, M. Joanisse, & K. McRae (Eds.), Cambridge handbook of psycholinguistics. Cambridge, UK: Cambridge University Press.

12

Hall, C., McCarthy, P. M., Lewis, G. A., Lee, D. S., & McNamara, D. S. (2007). A Coh-Metrix assessment of American and English/Welsh Legal English. Coyote Papers: Psycholinguistic and Computational Perspectives. University of Arizona Working Papers in Linguistics, 15, 40–54. *

Hu, X., Cai, Z., Wiemer-Hasting, P., Graesser, A., & McNamara, D. S. (2007). Strengths, limitations, and extensions of LSA. In T. Landauer, D. S. McNamara, S. Dennis, & W. Kintsch (Eds.), Handbook of latent semantic analysis (pp. 401–425). Mahwah, NJ: Erlbaum.

Kintsch, W., McNamara, D. S., Dennis, S., & Landauer, T. K. (2007). LSA and meaning: In theory and application. In T. Landauer, D. S. McNamara, S. Dennis, & W. Kintsch (Eds.), Handbook of latent semantic analysis (pp. 467–479). Mahwah, NJ: Erlbaum.

Kurby, C. A., Ozuru, Y., & McNamara, D. S. (2007). Individual differences in comprehension monitoring ability during reading. In D. S. McNamara & G. Trafton (Eds.), Proceedings of the 29th Annual Conference of the Cognitive Science Society (pp. 413–418). Austin, TX: Cognitive Science Society.

Levinstein, I. B., Boonthum, C., Pillarisetti, S. P., Bell, C., & McNamara, D. S. (2007). iSTART 2: Improvements for efficiency and effectiveness. Behavior Research Methods, 39, 224–232. *

Lightman, E. J., McCarthy, P. M., Dufty, D. F., & McNamara, D. S. (2007). The structural organization of high school educational texts. In D. Wilson & G. Sutcliffe (Eds.), Proceedings of the 20th International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 235–240). Menlo Park, CA: The AAAI Press.

Lightman, E. J., McCarthy, P. M., Dufty, D. F., & McNamara, D. S. (2007). Using computation text analysis tools to compare the lyrics of suicidal and non-suicidal song-writers. In D. S. McNamara & G. Trafton (Eds.), Proceedings of the 29th Annual Conference of the Cognitive Science Society (pp. 1217–1222). Austin, TX: Cognitive Science Society.

Magliano, J. P., Millis, K. K., Ozuru, Y., & McNamara, D. S. (2007). A multidimensional framework to evaluate reading assessment tools. In D. S. McNamara (Ed.), Reading comprehension strategies: Theories, interventions, and technologies (pp. 107–136). Mahwah, NJ: Erlbaum.

McCarthy, P. M., Briner, S. W., Rus, V., & McNamara, D. S. (2007). Textual signatures: Identifying text-types using latent semantic analysis to measure the cohesion of text structures. In A. Kao & S. Poteet (Eds.), Natural language processing and text mining (pp. 107–122). London: Springer-Verlag U.K.

McCarthy, P. M., Lehenbauer, B. M., Hall, C., Duran, N. D., Fujiwara, Y., & McNamara, D. S. (2007). A Coh-Metrix analysis of discourse variation in the texts of Japanese, American, and British scientists. Foreign Languages for Specific Purposes, 6, 46–77. *

McCarthy, P. M., & McNamara, D. S. (2007). Are seven words all we need? Recognizing genre at the sub-sentential level. In D. S. McNamara & G. Trafton (Eds.), Proceedings of the 29th Annual Conference of the Cognitive Science Society (pp. 1295–1300). Austin, TX: Cognitive Science Society.

McCarthy, P. M., Rus, V., Crossley, S. A., Bigham, S. C., Graesser, A. C., & McNamara, D. S. (2007). Assessing Entailer with a corpus of natural language from an intelligent tutoring system. In D. Wilson & G. Sutcliffe (Eds.), Proceedings of the 20th International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 247–252). Menlo Park, CA: The AAAI Press.

McNamara, D. S. (2007). IIS: A marriage of computational linguistics, psychology, and educational technologies. In D. Wilson & G. Sutcliffe (Eds.), Proceedings of the 20th International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 15–20). Menlo Park, CA: The AAAI Press.

13

McNamara, D. S., Boonthum, C., Levinstein, I. B., & Millis, K. (2007). Evaluating self-explanations in iSTART: Comparing word-based and LSA algorithms. In T. Landauer, D. S. McNamara, S. Dennis, & W. Kintsch (Eds.), Handbook of latent semantic analysis (pp. 227–241). Mahwah, NJ: Erlbaum.

McNamara, D. S., Cai, Z., & Louwerse, M. M. (2007). Optimizing LSA measures of cohesion. In T. Landauer, D. S. McNamara, S. Dennis, & W. Kintsch (Eds.), Handbook of latent semantic analysis (pp. 379–400). Mahwah, NJ: Erlbaum.

McNamara, D. S., de Vega, M., & O’Reilly, T. (2007). Comprehension skill, inference making, and the role of knowledge. In F. Schmalhofer & C. A. Perfetti (Eds.), Higher-level language processes in the brain: Inference and comprehension processes (pp. 233–251). Mahwah, NJ: Erlbaum.

McNamara, D. S., O’Reilly, T., Rowe, M., Boonthum, C., & Levinstein, I. B. (2007). iSTART: A web-based tutor that teaches self-explanation and metacognitive reading strategies. In D. S. McNamara (Ed.), Reading comprehension strategies: Theories, interventions, and technologies (pp. 397–421). Mahwah, NJ: Erlbaum.

McNamara, D. S., Ozuru, Y., Best, R., & O’Reilly, T. (2007). The 4-Pronged Comprehension Strategy Framework. In D. S. McNamara (Ed.), Reading comprehension strategies: Theories, interventions, and technologies (pp. 465–496). Mahwah, NJ: Erlbaum.

Millis, K., Magliano, J., Wiemer-Hastings, K., Todaro, S., & McNamara, D. S. (2007). Assessing and improving comprehension with latent semantic analysis. In T. Landauer, D. S. McNamara, S. Dennis, & W. Kintsch (Eds.), Handbook of latent semantic analysis (pp. 207–225). Mahwah, NJ: Erlbaum.

O’Reilly, T., & McNamara, D. S. (2007). Reversing the reverse cohesion effect: Good texts can be better for strategic, high-knowledge readers. Discourse Processes, 43, 121–152. *

O’Reilly, T., & McNamara, D. S. (2007). The impact of science knowledge, reading skill, and reading strategy knowledge on more traditional “high-stakes” measures of high school students’ science achievement. American Educational Research Journal, 44, 161–196. *

Ozuru, Y., Best, R., Bell, C., Witherspoon, A., & McNamara, D. S. (2007). Influence of question format and text availability on assessment of expository text comprehension. Cognition & Instruction, 25, 399–438. *

Rus, V., McCarthy, P. M., Lintean, M. C., Graesser, A. C., & McNamara, D. S. (2007). Assessing student self-explanations in an intelligent tutoring system. In D. S. McNamara & J. G. Trafton (Eds.), Proceedings of the 29th Annual Meeting of the Cognitive Science Society (pp. 623–628). Austin, TX: Cognitive Science Society.

VanderVeen, A., Huff, K., Gierl, M., McNamara, D. S., Louwerse, M. M., & Graesser, A. C. (2007). Developing and validating instructionally relevant reading competency profiles measured by the critical reading sections of the SAT. In D. S. McNamara (Ed.), Reading comprehension strategies: Theories, interventions, and technologies (pp. 137–172). Mahwah, NJ: Erlbaum.

Best, R. M., Floyd, R. G., & McNamara, D. S. (2008). Differential competencies contributing to children’s comprehension of narrative and expository texts. Reading Psychology, 29, 137–164. *

Boonthum-Denecke, C., Levinstein, I. B., McNamara, D. S., Magliano, J. P., & Millis, K. K. (2008). NLP techniques for intelligent tutoring systems. In J. Rabuñal, J. Dorado, & A. Pazos (Eds.), Encyclopedia of artificial intelligence (pp. 1253-1258). Hershey, PA: Idea Group, Inc.

Crossley, S. A., Greenfield, J., & McNamara, D. S. (2008). Assessing text readability using cognitively-based indices. TESOL Quarterly, 42, 475-493. *

Crossley, S. A., & McNamara, D. S. (2008). Assessing second language reading texts at the intermediate level: An approximate replication of Crossley, Louwerse, McCarthy, and McNamara (2007). Language Teaching, 41, 229–409. *

14

Crossley, S. A., Salsbury, T., McCarthy, P. M., & McNamara, D. S. (2008). LSA as a measure of coherence in second language natural discourse. In V. Sloutsky, B. Love, & K. McRae (Eds.), Proceedings of the 30th Annual Meeting of the Cognitive Science Society (pp. 1906–1911). Washington, D.C.: Cognitive Science Society.

Crossley, S. A., Salsbury, T., McCarthy, P. M., & McNamara, D. S. (2008). Using latent semantic analysis to explore second language lexical development. In D. Wilson & G. Sutcliffe (Eds.), Proceedings of the 21st International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 136–141). Menlo Park, CA: The AAAI Press.

Graesser, A. C., Jeon, M., Cai, Z., & McNamara, D. S. (2008). Automatic analyses of language, discourse, and situation models. In J. Auracher & W. van Peer (Eds.), New beginnings in literary studies. Cambridge, UK: Cambridge Scholars Publishing.

McCarthy, P. M., Briner, S. W., Myers, J. C., Graesser, A C., & McNamara, D. S. (2008). Are three words all we need? Recognizing genre at the sub-sentential level. In V. Sloutsky, B. Love, & K. McRae (Eds.), Proceedings of the 30th Annual Meeting of the Cognitive Science Society (pp. 613–618). Washington, D.C.: Cognitive Science Society.

McCarthy, P. M., Renner, A. M., Duncan, M. G., Duran, N. D., Lightman, E., & McNamara, D. S. (2008). Identifying topic sentencehood. Behavior Research Methods, 40, 647–664. *

McCarthy, P. M., Rus, V., Crossley, S. A., Graesser, A. C., & McNamara, D. S. (2008). Assessing forward-, reverse-, and average-entailment indices on natural language input from the intelligent tutoring system, iSTART. In D. Wilson and G. Sutcliffe (Eds.), Proceedings of the 21st International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 165–170). Menlo Park, CA: The AAAI Press.

Ozuru, Y., Rowe, M., O’Reilly, T., & McNamara, D. S. (2008). Where’s the difficulty in standardized reading tests: The passage or the question? Behavior Research Methods, 40, 1001-1015. *

Rowe, M., & McNamara, D. S. (2008). Inhibition needs no negativity: Negativity links in the construction-integration model. In V. Sloutsky, B. Love, & K. McRae (Eds.), Proceedings of the 30th Annual Meeting of the Cognitive Science Society (pp. 1777–1782). Washington, D.C.: Cognitive Science Society.

Rus, V., Lintean, M., McCarthy, P. M., McNamara, D. S., & Graesser, A. C. (2008). Paraphrase identification with lexico-syntactic graph subsumption. In D. Wilson & G. Sutcliffe (Eds.), Proceedings of the 21st International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 201–206). Menlo Park, CA: The AAAI Press.

Rus, V., McCarthy, P. M., McNamara, D. S., & Graessar, A. C. (2008). A study of textual entailment. International Journal of Artificial Intelligence Tools, 17, 659-685. *

Rus, V., McCarthy, P. M., McNamara, D. S., & Graesser, A. C. (2008). Natural language understanding and assessment. In J. R. Rabuñal, J. Dorado, & A. Pazos (Eds.), Encyclopedia of artificial intelligence (pp. 1179-1184). Hershey, PA: Idea Group.

Todaro, S., Magliano, J. P., Millis, K., McNamara, D. S., & Kurby, C. (2008). Assessing the structure of verbal protocols. In V. Sloutsky, B. Love, & K. McRae (Eds.), Proceedings of the 30th Annual Meeting of the Cognitive Science Society (pp. 607–612). Washington, D.C.: Cognitive Science Society.

Azevedo, R., Witherspoon, A., Graesser, A. C., McNamara, D. S., Chauncey, A., Siler, E., Cai, Z., Rus, V., & Lintean, M. (2009). MetaTutor: Analyzing self-regulated learning in a tutoring system for biology. In V. Dimitrova, R. Mizoguchi, B. du Boulay, & A. C. Graesser (Eds.), Artificial intelligence in education: Building learning systems that care: From knowledge representation to affective modeling (pp. 635-637). Amsterdam, The Netherlands: IOS Press.

15

Crossley, S. A., Louwerse, M., & McNamara, D. S. (2009). Identifying linguistic cues that distinguish text types: A comparison of first and second language speakers. Language Research, 42, 361-381. *

Crossley, S. A. & McNamara, D. S. (2009). Computational assessment of lexical differences in L1 and L2 writing. Journal of Second Language Writing, 18, 119-135. *

Crossley, S. A., Salsbury, T., & McNamara, D. S. (2009). Measuring L2 lexical growth using hypernymic relationships. Language Learning, 59, 307-334. *

Dempsey, K. B., Brunelle, J. F., Jackson, G. T., Boonthum, C., Levinstein, I. B., & McNamara, D. S. (2009). MiBoard: Multiplayer interactive board game. In H. C. Lane, A. Ogan, & V. Shute (Eds.), Proceedings of the Workshop on Intelligent Educational Games at the 14th Annual Conference on Artificial Intelligence in Education (pp. 113-116). Brighton, UK: AIED.

Dempsey, K. B., McCarthy, P. M., Myers, J. C., Weston, J., & McNamara, D. S. (2009). Determining paragraph type from paragraph position. In C. H. Lane & H. W. Guesgen (Eds.), Proceedings of the 22nd International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 33-38). Menlo Park, CA: The AAAI Press.

Duran, N. D., Crossley, S. A., Hall, C., McCarthy, P. M., & McNamara, D. S. (2009). Expanding a catalogue of deceptive linguistic features with NLP technologies. In C. H. Lane & H. W. Guesgen (Eds.), Proceedings of the 22nd International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 243-248). Menlo Park, CA: The AAAI Press.

Healy, S. L., Weintraub, J. D., McCarthy, P. M., Hall, C., & McNamara, D. S. (2009). Assessment of LDAT as a grammatical diversity assessment tool. In C. H. Lane & H. W. Guesgen (Eds.), Proceedings of the 22nd International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 249-253). Menlo Park, CA: The AAAI Press.

Jackson, G. T., Boonthum, C., & McNamara, D. S. (2009). iSTART-ME: Situating extended learning within a game-based environment. In H. C. Lane, A. Ogan, & V. Shute (Eds.), Proceedings of the Workshop on Intelligent Educational Games at the 14th Annual Conference on Artificial Intelligence in Education (pp. 59-68). Brighton, UK: AIED.

Jackson, G. T., Graesser, A. C., & McNamara, D. S. (2009). What students expect may have more impact than what they know or feel. In V. Dimitrova, R. Mizoguchi, B. du Boulay, & A. C. Graesser (Eds.), Artificial intelligence in education: Building learning systems that care: From knowledge representation to affective modeling (pp. 73-80). Amsterdam, The Netherlands: IOS Press.

Jackson, G. T., Guess, R. H., & McNamara, D. S. (2009). Assessing cognitively complex strategy use in an untrained domain. In N. A. Taatgen, H. van Rijn, L. Schomaker, & J. Nerbonne (Eds.), Proceedings of the 31st Annual Meeting of the Cognitive Science Society (pp. 2164-2169). Amsterdam, The Netherlands: Cognitive Science Society. [paper awarded the Cognition and Student Learning Prize and subsequently published in Topics journal, 2010]

Louwerse, M. M., Graesser, A. C., McNamara, D. S., & Lu, S. (2009). Embodied conversational agents as conversational partners. Applied Cognitive Psychology, 23, 1244-1255. *

McCarthy, P. M., Cai, Z., & McNamara, D. S. (2009). Computational replication of human assessments of paraphrase. In C. H. Lane & H. W. Guesgen (Eds.), Proceedings of the 22nd International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 266-271). Menlo Park, CA: The AAAI Press.

McCarthy, P. M., Guess, R. H., & McNamara, D. S. (2009). The components of paraphrase evaluations. Behavioral Research Methods, 41, 682-690. *

McCarthy, P. M., Hall, C., Duran, N. D., Doiuchi, M., Duncan, B., Fujiwara, Y., & McNamara, D. S. (2009).Analyzing journal abstracts written by Japanese, American, and British scientists using Coh-Metrix and the Gramulator. The ESPecialist, 30, 141-173. *

16

McCarthy, P. M., Myers, J. C., Briner, S. W., Graesser, A. C., & McNamara, D. S. (2009). Are three words all we need? A psychological and computational study of sub-sentential genre recognition. Journal for Language Technology and Computational Linguistics, 24, 23-55. *

McNamara, D. S. (2009). The importance of teaching reading strategies. Perspectives on Language and Literacy, 35, 34-40. * [To be republished in Joshi, M. & Moats, L. (Eds.). (2011). Expert perspectives on intervention with reading disabilities: An anthology from publications of the international dyslexia association.]

McNamara, D. S., Boonthum, C., Kurby, C. A., Magliano, J., Pillarisetti, S., & Bellissens, C. (2009). Interactive paraphrasing training: The development and testing of an iSTART module. In V. Dimitrova, R. Mizoguchi, B. du Boulay, & A. C. Graesser (Eds.), Artificial intelligence in education: Building learning systems that care: From knowledge representation to affective modeling (pp. 181-188). Amsterdam, The Netherlands: IOS Press.

McNamara, D. S., Jackson, G. T., & Graesser, A. C. (2009). Intelligent tutoring and games (iTaG). In H. C. Lane, A. Ogan, & V. Shute (Eds.), Proceedings of the Workshop on Intelligent Educational Games at the 14th Annual Conference on Artificial Intelligence in Education (pp. 44-65). Brighton, UK: AIED.

McNamara, D. S., & Magliano, J. P. (2009). Self-explanation and metacognition: The dynamics of reading. In J. D. Hacker, J. Dunlosky, & A. C. Graesser (Eds.), Handbook of metacognition in education (pp. 60-81). Mahwah, NJ: Erlbaum.

McNamara, D. S., & Magliano, J. P. (2009). Towards a comprehensive model of comprehension. In B. Ross (Ed.), The psychology of learning and motivation (pp. 297-384). New York: Elsevier.

McNamara, D. S., & O’Reilly, T. (2009). Theories of comprehension skill: Knowledge and strategies versus capacity and suppression. In A. M. Columbus (Ed.), Advances in Psychology Research. Hauppauge, NY: Nova Science Publishers, Inc.

Ozuru, Y., Dempsey, K., & McNamara, D. S. (2009). Prior knowledge, reading skill, and text cohesion in the comprehension of science texts. Learning and Instruction, 19, 228-242. *

Renner, A. M., McCarthy, P. M., Boonthum, C., & McNamara, D. S. (2009). Speling mistacks and typeos: Can your ITS handle them? In P. Dessus, S. Trausan-Matu, P. van Rosmalen, & F. Wild (Eds.), Proceedings of the Workshop on Natural Language Processing in Support of Learning: Metrics, Feedback, & Connectivity at the 14th International Conference on Artificial Intelligence in Education (pp. 26-33). Brighton, UK: AIED.

Renner, A. M., McCarthy, P. M., & McNamara, D. S. (2009). Computational considerations in correcting user-language. In C. H. Lane & H. W. Guesgen (Eds.), Proceedings of the 22nd International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 278-283). Menlo Park, CA: The AAAI Press.

Rus, V., Lintean, M., Graesser, A. C., & McNamara, D. S. (2009). Assessing student paraphrases using lexical semantics and word weighting. In V. Dimitrova, R. Mizoguchi, B. du Boulay, & A. C. Graesser (Eds.), Artificial intelligence in education: Building learning systems that care: From knowledge representation to affective modeling (pp. 165-172). Amsterdam, The Netherlands: IOS Press.

Rus, V., McCarthy, P. M., Graesser, A. C., & McNamara, D. S. (2009). Identification of sentence-to-sentence relations using a textual entailer. Research on Language and Computation, 7, 209-229. *

Bellissens, C., Jeuniaux, P., Duran, N. D., & McNamara, D. S. (2010). A text relatedness and dependency computational model: Using Latent Semantic Analysis and Coh-Metrix to predict self-explanation quality. Studia Informatica Universalis, 8(1), 85-125. *

17

Brunelle, J. F., Jackson, G. T., Dempsey, K., Boonthum, C., Levinstein, I. B., & McNamara, D. S. (2010). Game-based iSTART practice: From MiBoard to self-explanation showdown. In H. W. Guesgen & C. Murray (Eds.), Proceedings of the 23rd International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 480-485). Menlo Park, CA: The AAAI Press.

Crossley, S. A., & McNamara, D. S. (2010). Cohesion, coherence, and expert evaluations of writing proficiency. In S. Ohlsson & R. Catrambone (Eds.), Proceedings of the 32nd Annual Conference of the Cognitive Science Society (pp. 984-989). Austin, TX: Cognitive Science Society.

Crossley, S. A., & McNamara, D. S. (2010). Interlanguage talk: What can breadth of knowledge features tell us about input and output differences? In H. W. Guesgen & C. Murray (Eds.), Proceedings of the 23rd International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 229-234). Menlo Park, CA: The AAAI Press.

Crossley, S. A., Salsbury, T., & McNamara, D. S. (2010). The development of polysemy and frequency use in English second language speakers. Language Learning, 60, 573-605. * [Awarded most outstanding article of the year in Language Learning for 2010.]

Crossley, S. A., Salsbury, T., & McNamara, D. S. (2010). The development of semantic relations in second language speakers: A case for Latent Semantic Analysis. Vigo International Journal of Applied Linguistics, 7, 55-74. *

Crossley, S. A., Salsbury, T., & McNamara, D. S. (2010). The role of lexical cohesive devices in triggering negotiations for meaning. Issues in Applied Linguistics, 18, 55-80. *

Dempsey, K., Jackson, G. T., Brunelle, J. F., Rowe, M. P., & McNamara, D. S. (2010). MiBoard: A digital game from a physical world. In H. W. Guesgen & C. Murray (Eds.), Proceedings of the 23rd International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 498-503). Menlo Park, CA: The AAAI Press.

Dempsey, K. B., Jackson, G. T., & McNamara, D. S. (2010). MiBoard: Creating a virtual environment from a physical environment. In J. Kay & V. Aleven (Eds.), Proceedings of the 10th International Conference on Intelligent Tutoring Systems (pp. 294-296). Berlin/Heidelberg: Springer.

Duran, N. D., Dale, R., & McNamara, D. S. (2010). The action dynamics of overcoming the truth. Psychonomic Bulletin & Review, 17, 486-491. *

Duran, N. D., Hall, C., McCarthy, P. M., & McNamara, D. S. (2010). The linguistic correlates of conversational deception: Comparing natural language processing technologies. Applied Psycholinguistics, 31, 439-462. *

Graesser, A. C., & McNamara, D. S. (2010). Self-regulated learning in learning environments with pedagogical agents that interact in natural language. Educational Psychologist, 45, 234-244. *

Graesser, A. C., McNamara, D. S., & Louwerse, M. M. (2010). Methods of automated text analysis. In M. L. Kamil, P. D. Pearson, E. B. Moje, & P. Afflerbach (Eds.), Handbook of reading research: Volume IV (pp. 34-53). Mahwah, NJ: Erlbaum.

Jackson, G. T., Boonthum, C., & McNamara, D. S. (2010). The efficacy of iSTART extended practice: Low ability students catch up. In J. Kay & V. Aleven (Eds.), Proceedings of the 10th International Conference on Intelligent Tutoring Systems (pp. 349-351). Berlin/Heidelberg: Springer.

Jackson, G. T., Dempsey, K. B., & McNamara, D. S. (2010). The evolution of an automated reading strategy tutor: From the classroom to a game-enhanced automated system. In M. S. Khine & I. M. Saleh (Eds.), New science of learning: Cognition, computers and collaboration in education (pp. 283-306). New York: Springer.

Jackson, G. T., Guess, R. H., & McNamara, D. S. (2010). Assessing cognitively complex strategy use in an untrained domain. Topics in Cognitive Science, 2, 127-137. *

18

Lintean, M., Moldovan, C., Rus, V., & McNamara, D. S. (2010). The role of local and global weighting in assessing the semantic similarity of texts using Latent Semantic Analysis. In H. W. Guesgen & C. Murray (Eds.), Proceedings of the 23rd International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 235-240). Menlo Park, CA: The AAAI Press.

McNamara, D. S. (2010). Strategies to read and learn: Overcoming learning by consumption. Medical Education, 44, 340-346. *

McNamara, D. S., Crossley, S. A., & McCarthy, P. M. (2010). Linguistic features of writing quality. Written Communication, 27, 57-86. *

McNamara, D. S., Jackson, G. T., & Graesser, A. C. (2010). Intelligent tutoring and games (ITaG). In Y. K. Baek (Ed.), Gaming for classroom-based learning: Digital role-playing as a motivator of study (pp. 44-65). Hershey, PA: IGI Global.

McNamara, D. S., Louwerse, M. M., McCarthy, P. M., & Graesser, A. C. (2010). Coh-Metrix: Capturing linguistic features of cohesion. Discourse Processes, 47, 292-330. *

Moss, J., Schunn, C. D., Schneider, W., McNamara, D. S., & VanLehn, K. (2010). An fMRI study of strategic reading comprehension. In S. Ohlsson & R. Catrambone (Eds.), Proceedings of the 32nd Annual Conference of the Cognitive Science Society (pp. 1319-1324). Austin, TX: Cognitive Science Society.

Myers, J. C., McCarthy, P. M., Duran, N. D, & McNamara, D. S. (2010). The bit in the middle and why it’s important: A computational analysis of the linguistic features of body paragraphs. Behavior Research Methods, 41, 201-209. *

Ozuru, Y., Briner, S., Best, R., & McNamara, D. S. (2010). Contributions of self-explanation to comprehension of high and low cohesion texts. Discourse Processes, 47, 641-667. *

Weston, J., Crossley, S. A., & McNamara, D. S. (2010). Towards a computational assessment of freewriting quality. In H. W. Guesgen & C. Murray (Eds.), Proceedings of the 23rd International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 283-288). Menlo Park, CA: The AAAI Press.

Boonthum, C., McCarthy, P. M., Lamkin, T., Jackson, G. T., Magliano, J., & McNamara, D. S. (2011). Automatic natural language processing and the detection of reading skills and reading comprehension. In R. C. Murray & P. M. McCarthy (Eds.), Proceedings of the 24th International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 234-239). Menlo Park, CA: AAAI Press.

Crossley, S. A., Allen, D., & McNamara, D. S. (2011). Text readability and intuitive simplification: A comparison of readability formulas. Reading in a Foreign Language, 23, 84-102. *

Crossley, S. A., Dempsey, K., & McNamara, D. S. (2011). Classifying paragraph types using linguistic features: Is paragraph positioning important? Journal of Writing Research, 3, 119-143. *

Crossley, S.A., & McNamara, D.S. (2011). Shared features of L2 writing: Intergroup homogeneity and text classification. Journal of Second Language Writing, 20, 271-285. *

Crossley, S. A., & McNamara, D. S. (2011). Text coherence and judgments of essay quality: Models of quality and coherence. In L. Carlson, C. Hoelscher, & T.F. Shipley (Eds.), Proceedings of the 33rd Annual Conference of the Cognitive Science Society (pp. 1236-1241). Austin, TX: Cognitive Science Society.

Crossley, S. A., & McNamara, D. S. (2011). Understanding expert ratings of essay quality: Coh-Metrix analyses of first and second language writing. International Journal of Continuing Engineering Education and Life-Long Learning, 21, 170-191. *

19

Crossley, S. A., Roscoe, R., & McNamara, D. S. (2011). Predicting human scores of essay quality using computational indices of linguistic and textual features. In G. Biswas, S. Bull, J. Kay, & A. Mitrovic (Eds.), Proceedings of the 15th International Conference on Artificial Intelligence in Education. (pp. 438-440). Auckland, New Zealand: AIED.

Crossley, S. A., Salsbury, T., McNamara, D. S., & Jarvis, S. (2011). Predicting lexical proficiency in language learner texts using computational indices. Language Testing, 28, 562-580. *

Crossley, S. A., Salsbury, T., McNamara, D. S., & Jarvis, S. (2011). What is lexical proficiency? Some answers from computational models of speech data. TESOL Quarterly, 45, 182-193. *

Crossley, S. A., Weston, J., McLain Sullivan, S. T., & McNamara, D. S. (2011). The development of writing proficiency as a function of grade level: A linguistic analysis. Written Communication, 28, 282-311. *

Dai, J., Raine, R.B., Roscoe, R., Cai, Z., & McNamara, D. S. (2011). The Writing-Pal tutoring system: Development and design. Journal of Engineering and Computer Innovations, 2. https://doi.org/10.5897/JECI.9000015 *

Feng, S., Cai, Z., Crossley, S. A., & McNamara, D. S. (2011). Simulating human ratings on word concreteness. In R. C. Murray & P. M. McCarthy (Eds.), Proceedings of the 24th International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 245-250). Menlo Park, CA: AAAI Press.

Graesser, A. C., & McNamara, D. S. (2011). Computational analyses of multilevel discourse comprehension. Topics in Cognitive Science, 2, 371-398. *

Graesser, A. C., McNamara, D. S., & Kulikowich, J. M. (2011). Coh-Metrix: Providing multilevel analyses of text characteristics. Educational Researcher, 40, 223-234. *

He, X. Y., Yang, H., Li, H. J., Wei, Y. B., & McNamara, D. S. (2011). Updating the spatial situation model: Effects of cognitive style. Acta Psychologica Sinica, 43, 1247-1262. *

Jackson, G. T., Davis, N. L., Graesser, A. C., & McNamara, D. S. (2011). Students’ enjoyment of a game-based tutoring system. In G. Biswas, S. Bull, J. Kay, & A. Mitrovic (Eds.), Proceedings of the 15th International Conference on Artificial Intelligence in Education (pp. 475-477). Auckland, New Zealand: AIED.

Jackson, G. T., Dempsey, K. B., Graesser, A. C., & McNamara, D. S. (2011). Short and long term benefits of enjoyment and learning within a serious game. In G. Biswas, S. Bull, J. Kay, & A. Mitrovic (Eds.), Proceedings of the 15th International Conference on Artificial Intelligence in Education (pp.139-146). Auckland, New Zealand: AIED.

Jackson, G. T., & McNamara, D. S. (2011). Motivational impacts of a game-based intelligent tutoring system. In R. C. Murray & P. M. McCarthy (Eds.), Proceedings of the 24th International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 519-524). Menlo Park, CA: AAAI Press.

McNamara, D. S. (2011). Computational methods to extract meaning from text and advance theories of human cognition. Topics in Cognitive Science, 2. https://doi.org/10.1111/j.1756-8765.2010.01117.x *

McNamara, D. S. (2011). Measuring deep, reflective comprehension and learning strategies: Challenges and successes. Metacognition and Learning, 6, 195-203. *

McNamara, D. S., & Dempsey, K. (2011). Reader expectations of question formats and difficulty: Targeting the zone. In M. McCrudden, J. Magliano, & G. Schraw (Eds.), Text relevance and learning from text (pp. 321-352). Charlotte, NC: Information Age Publishing, Inc.

McNamara, D. S., & Kendeou, P. (2011). Translating advances in reading comprehension research to educational practice. International Electronic Journal of Elementary Education, 4, 33-46. *

20

McNamara, D. S., Ozuru, Y., & Floyd, R. G. (2011). Comprehension challenges in the fourth grade: The roles of text cohesion, text genre, and readers’ prior knowledge. International Electronic Journal of Elementary Education, 4, 229-257. *

Moss, J., Schunn, C. D., Schneider, W., & McNamara, D. S. (2011). An fMRI study of zoning out during strategic reading comprehension. In L. Carlson, C. Hoelscher, & T.F. Shipley (Eds.), Proceedings of the 33rd Annual Conference of the Cognitive Science Society (pp. 1218-1223). Austin, TX: Cognitive Science Society.

Moss, J., Schunn, C. D., Schneider, W., McNamara, D. S., & VanLehn, K. (2011). The neural correlates of strategic reading comprehension: Cognitive control and discourse comprehension. NeuroImage, 58, 675-686. *

O’Rourke, S., Calvo, R. A., & McNamara, D. S. (2011). Visualizing topic flow in students’ essays. Journal of Educational Technology & Society, 14, 4-15. *

Raine, R. B., Mintz, L., Crossley, S. A., Dai, J., & McNamara, D. S. (2011). Text box size, skill, and iterative practice in a writing task. In R. C. Murray & P. M. McCarthy (Eds.), Proceedings of the 24th International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 537-542). Menlo Park, CA: AAAI Press.

Roscoe, R. D., Crossley, S. A., Weston, J. L., & McNamara, D. S. (2011). Automated assessment of paragraph quality: Introductions, body, and conclusion paragraphs. In R. C. Murray & P. M. McCarthy (Eds.), Proceedings of the 24th International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 281-286). Menlo Park, CA: AAAI Press.

Roscoe, R. D., Varner (Allen), L. K., Cai, Z., Weston, J. L., Crossley, S. A., & McNamara, D. S. (2011). Internal usability testing of automated essay feedback in an intelligent writing tutor. In R. C. Murray & P. M. McCarthy (Eds.), Proceedings of the 24th International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 543-548). Menlo Park, CA: AAAI Press.

Rus, V., Feng, S., Brandon, R., Crossley, S. A., & McNamara, D. S. (2011). A linguistic analysis of student-generated paraphrases. In R. C. Murray & P. M. McCarthy (Eds.), Proceedings of the 24th International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 293-298). Menlo Park, CA: AAAI Press.

Salsbury, T., Crossley, S. A., & McNamara, D. S. (2011). Psycholinguistic word information in second language oral discourse. Second Language Research, 27, 343-360. *

Weston, J. L., Crossley, S. A., McCarthy, P. M. & McNamara, D. S. (2011). Number of words versus number of ideas: Finding a better predictor of writing quality. In R. C. Murray & P. M. McCarthy (Eds.), Proceedings of the 24th International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 335-340). Menlo Park, CA: AAAI Press.

Bell, C., McCarthy, P. M., & McNamara, D. S. (2012). Using LIWC and Coh-Metrix to investigate gender differences in linguistic styles. In P. M. McCarthy & C. Boonthum-Denecke (Eds.), Applied natural language processing and content analysis: Identification, investigation, and resolution (pp. 545-556). Hershey, PA: IGI Global.

Brandon, R., Crossley, S. A., & McNamara, D. S. (2012). A linguistic analysis of expert-generated paraphrases. In P. M. McCarthy & G. M. Youngblood (Eds.), Proceedings of the 25th International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 268-271). Menlo Park, CA: The AAAI Press.

Crossley, S. A., Allen, D., & McNamara, D. S. (2012). Text simplification and comprehensible input: A case for intuitive approach. Language Teaching and Research, 16, 89-108. *

Crossley, S. A., Cai, Z., & McNamara, D. S. (2012). Syntagmatic, paradigmatic, and automatic n-gram approaches to assessing essay quality. In P. M. McCarthy & G. M. Youngblood (Eds.), Proceedings

21

of the 25th International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 214-219). Menlo Park, CA: The AAAI Press.

Crossley, S. A, & McNamara, D. S. (2012). Detecting the first language of second language writers using automated indices of cohesion, lexical sophistication, syntactic complexity and conceptual knowledge. In S. Jarvis & S. A. Crossley (Eds.), Approaching language transfer through text classification: Explorations in the detection-based approach (pp. 106-126). Bristol, UK: Multilingual Matters.

Crossley, S. A., & McNamara, D. S. (2012). Interlanguage talk: A computational analysis of non-native speakers’ lexical production and exposure. In P. M. McCarthy & C. Boonthum-Denecke (Eds.), Applied natural language processing and content analysis: Identification, investigation, and resolution (pp. 425-437). Hershey, PA: IGI Global.

Crossley, S. A., & McNamara, D. S. (2012). Predicting second language writing proficiency: The roles of cohesion and linguistic sophistication. Journal of Research in Reading, 35, 115-136. *

Crossley, S. A., Salsbury, T., & McNamara, D. S. (2012). Predicting the proficiency level of language learners using lexical indices. Language Testing, 29, 240-260. *

Di Sano, S., La Caprara, K., Rosa, A., Raine, R. B., & McNamara, D. S. (2012). Learning to write persuasive essays: A preliminary study on the effectiveness of an intelligent tutorial system with high school students. In C. Gelati, B. Arfe, & L. Mason (Eds.), Issues in writing research (pp. 214-220). Padua: CLEUP.

Graesser, A. C., & McNamara, D. S. (2012). Automated analysis of essays and open-ended verbal responses. In H. Cooper, P. Camic, R. Gonzalez, D. Long, & A. Panter (Eds.), APA handbook of research methods in psychology: Foundations, planning, measures, and psychometrics (pp. 307-325). Washington, D.C.: American Psychological Association.

Graesser, A. C. & McNamara, D. S. (2012). Reading instruction: Technology based supports for classroom instruction. In C. Dede & J. Richards (Eds.), Digital teaching platforms: Customizing classroom learning for each student (pp. 71-87). New York: Teachers College Press.

Jackson, G.T., Boonthum-Denecke, C.B., & McNamara, D. S. (2012). A comparison of gains between educational games and a traditional ITS. In P. M. McCarthy & G. M. Youngblood (Eds.), Proceedings of the 25th International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 444-449). Menlo Park, CA: The AAAI Press.

Jackson, G. T., Dempsey, K. B., & McNamara, D. S. (2012). Game-based practice in a reading strategy tutoring system: Showdown in iSTART-ME. In H. Reinders (Ed.), Computer games (pp. 115-138). Bristol, UK: Multilingual Matters.

Jackson, G. T., & McNamara, D. S. (2012). Applying NLP metrics to students’ self-explanations. In P. M. McCarthy & C. Boonthum-Denecke (Eds.), Applied natural language processing and content analysis: Identification, investigation, and resolution (pp. 261-275). Hershey, PA: IGI Global.

Jarvis, S., Bestgen, Y., Crossley, S. A., Granger, S., Paquot, M., Thewissen, J., & McNamara, D. S. (2012). The comparative and combined contributions of n-grams, Coh-Metrix indices and error types in the L1 classification of learner texts. In S. Jarvis & S. A. Crossley (Eds.), Approaching language transfer through text classification: Explorations in the detection-based approach (pp. 154-177). Bristol, UK: Multilingual Matters.

Kurby, C. A., Magliano, J. P., Dandotkar, S., Woehrle, J., Gilliam, S., & McNamara, D. S. (2012). Changing how students process and comprehend texts with computer-based self-explanation training. Journal of Educational Computing Research, 47, 429-459. *

McCarthy, P. M., Dufty, D., Hempelman, C., Cai, Z., McNamara, D. S., & Graesser, A. C. (2012). Newness and givenness of information: Automated identification in written discourse. In P. M.

22

McCarthy & C. Boonthum-Denecke (Eds.), Applied natural language processing and content analysis: Identification, investigation, and resolution (pp. 457-478). Hershey, PA: IGI Global.

McNamara, D. S., & Graesser, A. C. (2012). Coh-Metrix: An automated tool for theoretical and applied natural language processing. In P. M. McCarthy & C. Boonthum-Denecke (Eds.), Applied natural language processing and content analysis: Identification, investigation, and resolution (pp. 188-205). Hershey, PA: IGI Global.

McNamara, D. S., Graesser, A. C., & Louwerse, M. M. (2012). Sources of text difficulty: Across genres and grades. In J. P. Sabatini, E. Albro, & T. O’Reilly (Eds.), Measuring up: Advances in how we assess reading ability (pp. 89-116). Plymouth, UK: Rowman & Littlefield Education.

McNamara, D. S., Raine, R., Roscoe, R., Crossley, S., Jackson, G. T., Dai, J., Cai, Z., Renner, A., Brandon, R., Weston, J., Dempsey, K., Carney, D., Sullivan, S., Kim, L., Rus, V., Floyd, R., McCarthy, P. M., & Graesser, A. C. (2012). The Writing-Pal: Natural language algorithms to support intelligent tutoring on writing strategies. In P. M. McCarthy & C. Boonthum-Denecke (Eds.), Applied natural language processing and content analysis: Identification, investigation, and resolution (pp. 298-311). Hershey, PA: IGI Global.

Ozuru, Y., Kurby, C. A., & McNamara, D. S. (2012). The effect of judgment task on metacomprehension judgments and its accuracy. Metacognition and Learning, 7, 113-131. *

Proske, A., Narciss, S., & McNamara, D. S. (2012). Computer-based scaffolding to facilitate students’ development of expertise in academic writing. Journal of Research in Reading, 35, 136-152. *

Renner, A., McCarthy, P. M., Boonthum-Denecke, C., & McNamara, D. S. (2012). Maximizing ANLP evaluation: Harmonizing flawed input. In P. M. McCarthy & C. Boonthum-Denecke (Eds.), Applied natural language processing and content analysis: Identification, investigation, and resolution (pp. 438-456). Hershey, PA: IGI Global.

Roscoe, R., Kugler, D., Crossley, S., Weston, J., & McNamara, D. S. (2012). Developing pedagogically-guided threshold algorithms for intelligent automated essay feedback. In P. M. McCarthy & G. M. Youngblood (Eds.), Proceedings of the 25th International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 466-471). Menlo Park, CA: The AAAI Press.

Rus, V., Lintean, M., Graesser, A. C., & McNamara, D. S. (2012). Text-to-text similarity of sentences. In P. M. McCarthy & C. Boonthum-Denecke (Eds.), Applied natural language processing and content analysis: Identification, investigation, and resolution (pp. 110-121). Hershey, PA: IGI Global.

Weston, J., Crossley, S. A., & McNamara, D. S. (2012). Computationally assessing expert judgments of freewriting quality. In P. M. McCarthy & C. Boonthum-Denecke (Eds.), Applied natural language processing and content analysis: Identification, investigation, and resolution (pp. 365-382). Hershey, PA: IGI Global.

Crossley, S. A., Cobb, T., & McNamara, D. S. (2013). Comparing count-based and band-based indices of word frequency: Implications for active vocabulary research and pedagogical applications. System, 41, 965-981. *

Crossley, S. A., Defore, C., Kyle, K., Dai, J., & McNamara, D. S. (2013). Paragraph specific n-gram approaches to automatically assessing essay quality. In S. K. D’Mello, R. A., Calvo, & A. Olney (Eds.), Proceedings of the 6th International Conference on Educational Data Mining (pp. 216-219). Heidelberg, Berlin, Germany: Springer.

Crossley, S. A., & McNamara, D. S. (2013). Text analysis tools for spoken response grading. Language Learning & Technology, 17, 171-192. *

Crossley, S. A., Roscoe, R. D., & McNamara, D. S. (2013). Using automatic scoring models to detect changes in student writing in an intelligent tutoring system. In C. Boonthum-Denecke & G. M.

23

Youngblood (Eds.), Proceedings of the 26th International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 208-213). Menlo Park, CA: The AAAI Press.

Crossley, S. A., Salsbury, T., & McNamara, D. S. (2013). Validating lexical measures using human scores of lexical proficiency. In M. Daller & S. Jarvis (Eds.), Vocabulary knowledge: Human ratings and automated measures (pp. 105-134). Philadelphia, PA: John Benjamins.

Crossley, S. A., Varner (Allen), L. K., & McNamara, D. S. (2013). Cohesion-based prompt effects in argumentative writing. In C. Boonthum-Denecke & G. M. Youngblood (Eds.), Proceedings of the 26th International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 202-207). Menlo Park, CA: The AAAI Press.

Crossley, S. A., Varner (Allen), L. K., Roscoe, R. D., & McNamara, D. S. (2013). Using automated cohesion indices as a measure of writing growth in intelligent tutoring systems and automated essay writing systems. In K. Yacef et al. (Eds.), Proceedings of the 16th International Conference on Artificial Intelligence in Education (AIED) (pp. 269-278). Heidelberg, Berlin: Springer.

Guo, L. Crossley, S. A., & McNamara, D. S. (2013). Predicting human judgments of essay quality in both integrated and independent second language writing samples: A comparison study. Assessing Writing, 18, 218-238. *

Jackson, G. T., & McNamara, D. S. (2013). Motivation and performance in a game-based intelligent tutoring system. Journal of Educational Psychology, 105, 1036-1049. *

Jackson, G. T., Snow, E. L., Varner (Allen), L. K., & McNamara, D. S. (2013). Game performance as a measure of comprehension and skill transfer. In C. Boonthum-Denecke & G. M. Youngblood (Eds.), Proceedings of the 26th International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 497-502). Menlo Park, CA: The AAAI Press.

Jackson, G. T., Varner (Allen), L. K., Boonthum-Denecke, C., & McNamara, D. S. (2013). The impact of individual differences on learning with an educational game and a traditional ITS. International Journal of Learning Technology, 8, 315-336. *

Kyle, K., Crossley, S. A., Dai, J., & McNamara, D. S. (2013). Native language identification: A key ngrams approach. Proceedings of the North American Association for Computational Linguistics (pp. 242).

McNamara, D. S. (2013). The epistemic stance between the author and reader: A driving force in the cohesion of text and writing. Discourse Studies, 15, 575-592. *

McNamara, D. S., Crossley, S. A., & Roscoe, R. D. (2013). Natural language processing in an intelligent writing strategy tutoring system. Behavior Research Methods, 45, 499-515. *

Moss, J., Schunn, C. D., Schneider, W., & McNamara, D. S. (2013). The nature of mind wandering during reading varies with the cognitive control demands of the reading strategy. Brain Research, 1539, 48-60. *

Ozuru, Y., Briner, S., Kurby, C. A., & McNamara, D. S. (2013). Comparing text comprehension measured by multiple-choice and open-ended questions. Canadian Journal of Experimental Psychology, 67, 215-227. *

Roscoe, R. D., Brandon, R., Snow, E., & McNamara, D. S. (2013). Game-based writing strategy practice with the Writing Pal. In K. Pytash & R. Ferdig (Eds.), Exploring Technology for Writing and Writing Instruction (pp. 1-20). Hershey, PA: IGI Global. DOI: 10.4018/978-1-4666-4341-3.ch001.

Roscoe, R. D., & McNamara, D. S. (2013). Writing Pal: Feasibility of an intelligent writing strategy tutor in the high school classroom. Journal of Educational Psychology, 105, 1010-1025. *

Roscoe R, D., Snow, E. L., Brandon, R, D., & McNamara, D. S. (2013). Educational game enjoyment, perceptions, and features in an intelligent writing tutor. In C. Boonthum-Denecke & G. M.

24

Youngblood (Eds.), Proceedings of the 26th International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 515-520). Menlo Park, CA: AAAI Press.

Roscoe, R. D., Snow, E. L., & McNamara, D. S. (2013). Feedback and revising in an intelligent tutoring system for writing strategies. In K. Yacef et al. (Eds.), Proceedings of the 16th International Conference on Artificial Intelligence in Education (AIED) (pp. 259-268). Heidelberg, Berlin: Springer.

Roscoe, R. D., Varner (Allen), L. K., Crossley, S. A., & McNamara, D. S. (2013). Developing pedagogically-guided threshold algorithms for intelligent automated essay feedback. International Journal of Learning Technology, 8, 362-381. *

Snow, E. L., Jackson, G. T., Varner (Allen), L. K., & McNamara, D. S. (2013). Expectations of technology: A factor to consider in game-based learning environments. In K. Yacef et al. (Eds.), Proceedings of the 16th International Conference on Artificial Intelligence in Education (AIED) (pp. 359-368). Heidelberg, Berlin: Springer.

Snow, E. L., Jackson, G. T., Varner (Allen), L, K., & McNamara, D. S. (2013). Investigating the effects of off-task personalization on system performance and attitudes within a game-based environment. In S. K. D’Mello, R. A., Calvo, & A. Olney (Eds.), Proceedings of the 6th International Conference on Educational Data Mining (pp. 272-275). Heidelberg, Berlin, Germany: Springer.

Snow, E. L., Jackson, G. T., Varner (Allen), L. K., & McNamara, D. S. (2013). The impact of performance orientation on students’ interactions and achievements in an ITS. In C. Boonthum-Denecke & G. M. Youngblood (Eds.), Proceedings of the 26th International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 521-526). Menlo Park, CA: AAAI Press.

Snow, E. L., Jackson, G. T., Varner (Allen), L. K., & McNamara, D. S. (2013). The impact of system interactions on motivation and performance. In Proceedings of the 15h International Conference on Human-Computer Interaction (HCII) (pp. 103-107). Heidelberg, Berlin, Germany: Springer.

Snow, E. L., Likens, A., Jackson, G. T., & McNamara, D. S. (2013). Students’ walk through tutoring: Using a random walk analysis to profile students. In S. K. D’Mello, R. A., Calvo, & A. Olney (Eds.), Proceedings of the 6th International Conference on Educational Data Mining (pp. 276-279). Heidelberg, Berlin, Germany: Springer.

Varner (Allen), L. K., Jackson, G. T., Snow, E. L., & McNamara, D. S. (2013). Are you committed? Investigating interactions among reading commitment, natural language input, and students’ learning outcomes. In S. K. D’Mello, R. A., Calvo, & A. Olney (Eds.), Proceedings of the 6th International Conference on Educational Data Mining (pp. 368-369). Heidelberg, Berlin, Germany: Springer.

Varner (Allen), L. K., Jackson, G. T., Snow, E. L., & McNamara, D. S. (2013). Does size matter? Investigating user input at a larger bandwidth. In C. Boonthum-Denecke & G. M. Youngblood (Eds.), Proceedings of the 26th International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 546-549). Menlo Park, CA: AAAI Press.

Varner (Allen), L, K., Jackson, G. T., Snow, E. L., & McNamara, D. S. (2013). Linguistic content analysis as a tool for improving adaptive instruction. In K. Yacef et al. (Eds.), Proceedings of the 16th International Conference on Artificial Intelligence in Education (AIED) (pp. 692-695). Heidelberg, Berlin: Springer.

Varner (Allen), L. K., Roscoe, R. D., & McNamara, D. S. (2013). Evaluative misalignment of 10th-grade student and teacher criteria for essay quality: An automated textual analysis. Journal of Writing Research, 5, 35-59. doi: 10.17239/jowr-2013.05.01.2 *

Weston, J. L., & McNamara, D. S. (2013). Using multi-level models to assess data from an intelligent tutoring system. In S. K. D’Mello, R. A., Calvo, & A. Olney (Eds.), Proceedings of the 6th International Conference on Educational Data Mining (pp. 370-371). Heidelberg, Berlin, Germany: Springer.

25

Allen, L. K., Crossley, S. A., Snow, E. L., & McNamara, D. S. (2014). Game-based writing strategy tutoring for second language learners: Game enjoyment as a key to engagement. Language Learning and Technology, 18, 124-150. *

Allen, L. K., Snow, E. L., Crossley, S. A., Jackson, G. T., & McNamara, D. S. (2014). Reading comprehension components and their relation to the writing process. L’année psychologique/Topics in Cognitive Psychology, 114, 663-691. *

Allen, L. K., Snow, E. L., & McNamara, D. S. (2014). Now we’re talking: Leveraging the power of natural language processing to inform ITS development. In J. Stamper, Z. Pardos, M. Mavrikis, & B. M. McLaren (Eds.), Proceedings of the 7th International Conference on Educational Data Mining (pp. 401-402). London, UK: International Educational Data Mining Society.

Allen, L. K., Snow, E. L., & McNamara, D. S. (2014). The long and winding road: Investigating the differential writing patterns of high and low skilled writers. In J. Stamper, Z. Pardos, M. Mavrikis, & B. M. McLaren (Eds.), Proceedings of the 7th International Conference on Educational Data Mining (pp. 304-307). London, UK: International Educational Data Mining Society.

Crossley, S. A., Allen, L. K., & McNamara, D. S (2014). A multidimensional analysis of essay writing: What linguistic features tell us about situational parameters and the effects of language functions on judgments of quality. In T. B. Sardinha and M. V. Pinto (Eds.), Multi-dimensional analysis, 25 years on: A tribute to Douglas Biber (pp. 197-237). Philadelphia, PA: John Benjamins.

Crossley, S. A., Allen, L. K., & McNamara, D. S. (2014). Analyzing discourse processing using a simple natural language processing tool (SiNLP). Discourse Processes, 51, 511-534. *

Crossley, S. A., Feng, S., Cai, Z., & McNamara, D. S. (2014). Computer simulations of MRC and Psycholiguistics Database word properties: Concreteness, familiarity, and imageability. In M. Daller & S. Jarvis (Eds.), Vocabulary knowledge: Human ratings and automated measures (pp. 135-156). Philadelphia, PA: John Benjamins.

Crossley, S. A., Kyle, K., Allen, L. K., Guo, L., & McNamara, D. S. (2014). Linguistic microfeatures to predict L2 writing proficiency: A case study in automated writing evaluation. Journal of Writing Assessment, 7(1). Retrieved from http://www.journalofwritingassessment.org/article.php?article=74.*

Crossley S. A., Kyle, K., Allen, L. K., & McNamara, D. S. (2014). The importance of grammar and mechanics in writing assessment and instruction: Evidence from data mining. In J. Stamper, Z. Pardos, M. Mavrikis, & B. M. McLaren (Eds.), Proceedings of the 7th International Conference on Educational Data Mining (pp. 300-303). London, UK: International Educational Data Mining Society.

Crossley, S. A., & McNamara, D. S. (2014). Developing component scores from natural language processing tools to assess human ratings of essay quality. In W. Eberle & C. Boonthum-Denecke (Eds.), Proceedings of the 27th International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 381-386). Palo Alto, CA: AAAI Press.

Crossley, S. A., & McNamara, D. S. (2014). Does writing development equal writing quality? A computational investigation of syntactic complexity in L2 learners. Journal of Second Language Writing, 26, 66-79. *

Crossley, S. A., Roscoe, R. D., & McNamara, D. S. (2014). What is successful writing? An investigation into the multiple ways writers can write high quality essays. Written Communication, 31, 181-214. * [Awarded John R. Hayes Award for Excellence in Research for 2014.]

Crossley, S. A., Salsbury, T., & McNamara, D. S. (2014). Assessing lexical proficiency using analytic ratings: A case for collocation accuracy. Applied Linguistics. Advance online publication. doi: 10.1093/applin/amt056 *

26

Crossley, S. A., Salsbury, T., Titak, A., & McNamara, D. S. (2014). Frequency effects and second language lexical acquisition: Word types, word tokens, and word production. International Journal of Corpus Linguistics, 19, 301-332. *

Crossley, S. A., Sung, H., & McNamara, D. S. (2014). What’s so simple about simplified texts? A computational and psycholinguistic investigation of text comprehension and text processing. Reading in a Foreign Language, 26, 92-113. *

Graesser, A. C., McNamara, D. S., Cai, Z., Conley, M., Li, H., & Pennebaker, J. (2014). Coh-Metrix measures text characteristics at multiple levels of language and discourse. The Elementary School Journal, 114, 210-229. *

McNamara, D. S., & Schober, M. F. (2014). Society for Text and Discourse Annual Meeting 2013: Introduction to the Special Issue. Discourse Processes, 51(5-6), 357-358.

Proske, A., Roscoe, R. D., & McNamara, D. S. (2014). Game-based practice versus traditional practice in computer-based writing strategy training: Effects on motivation and achievement. Education Technology Research Development, 62, 481-505. *

Roscoe, R. D., Allen, L. K., Weston, J. L., Crossley, S. A., & McNamara, D. S. (2014). The Writing Pal intelligent tutoring system: Usability testing and development. Computers and Composition, 34, 39-59. *

Roscoe, R. D., Crossley, S. A., Snow, E. L., Varner (Allen), L. K., & McNamara, D. S. (2014). Writing quality, knowledge, and comprehension correlates of human and automated essay scoring. In W. Eberle & C. Boonthum-Denecke (Eds.), Proceedings of the 27th International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 393-398). Palo Alto, CA: AAAI Press.

Roscoe, R. D., Varner (Allen), L. K., Snow, E. L., & McNamara, D. S. (2014). Designing usable automated formative feedback for intelligent tutoring of writing. In J. L. Polman, E. A. Kyza, D. K. O’Neill, I. Tabak, W. R. Penuel, A. S. Jurow, K. O’Connor, T. Lee, & L. D’Amico (Eds.), Proceedings of the 11th International Conference of the Learning Sciences (ICLS), Volume 3 (pp. 1423-1425). Boulder, CO: ISLS.

Snow, E. L., Allen, L. K., Jackson, G. T., & McNamara, D. S. (2014). Tracking choices: Computational analysis of learning trajectories. In J. Stamper, Z. Pardos, M. Mavrikis, & B. M. McLaren (Eds.), Proceedings of the 7th International Conference on Educational Data Mining (pp. 316-319). London, UK: International Educational Data Mining Society.

Snow, E. L., Allen, L. K., Russell, D. G., & McNamara, D. S. (2014). Who’s in control?: Categorizing nuanced patterns of behaviors within a game-based intelligent tutoring system. In J. Stamper, Z. Pardos, M. Mavrikis, & B. M. McLaren (Eds.), Proceedings of the 7th International Conference on Educational Data Mining (pp. 185-192). London, UK: International Educational Data Mining Society.

Snow, E.L., Jackson, G. T., & McNamara, D. S. (2014). Emergent behaviors in computer-based learning environments: Computational signals of catching up. Computers in Human Behavior, 41, 62-70. *

Snow, E. L., Jackson, G. T., & McNamara, D. S. (2014). What do they do?: Tracing students’ patterns of interactions within a game-based Intelligent Tutoring System. In J. L. Polman, E. A. Kyza, D. K. O’Neill, I. Tabak, W. R. Penuel, A. S. Jurow, K. O’Connor, T. Lee, & L. D’Amico (Eds.), Proceedings of the 11th International Conference of the Learning Sciences (ICLS), Volume 3 (pp. 1481-1482). Boulder, CO: ISLS.

Snow, E. L., Jacovina, M. E., Allen, L. K., Dai. J., & McNamara, D. S. (2014). Entropy: A stealth assessment of agency in learning environments. In J. Stamper, Z. Pardos, M. Mavrikis, & B. M. McLaren (Eds.), Proceedings of the 7th International Conference on Educational Data Mining (pp. 241-244). London, UK: International Educational Data Mining Society.

27

Allen, L. K., Crossley, & McNamara, D. S. (2015). Predicting misalignment between teachers’ and students’ essay scores using Natural Language Processing tools. In A. Mitrovic, F. Verdejo, C. Conati, & N. Heffernan (Eds.), Proceedings of the 17th International Conference on Artificial Intelligence in Education (AIED 2015), (pp.529-532). Madrid, Spain: Springer.

Allen, L. K., Crossley, S. A., Snow, E. L., Jacovina, M. E., Perret, C. A., & McNamara, D. S. (2015). Am I wrong or am I right? Gains in monitoring accuracy in an Intelligent Tutoring System for writing. In A. Mitrovic, F. Verdejo, C. Conati, & N. Heffernan (Eds.), Proceedings of the 17th International Conference on Artificial Intelligence in Education (AIED 2015), (pp.533-536). Madrid, Spain: Springer.

Allen, L. K., & McNamara, D. S. (2015). Promoting self-regulated learning in an Intelligent Tutoring System for writing. In A. Mitrovic, F. Verdejo, C. Conati, & N. Heffernan (Eds.), Doctoral Consortium within the Proceedings of the 17th International Conference on Artificial Intelligence in Education (AIED 2015), (pp. 827-830). Madrid, Spain: Springer.

Allen, L. K., & McNamara, D. S. (2015). You are your words: Modeling students’ vocabulary knowledge with natural language processing. In O. C. Santos, J. G. Boticario, C. Romero, M. Pechenizkiy, A. Merceron, P. Mitros, J. M. Luna, C. Mihaescu, P. Moreno, A. Hershkovitz, S. Ventura, & M. Desmarais (Eds.), Proceedings of the 8th International Conference on Educational Data Mining (EDM 2015), (pp.258-265). Madrid, Spain: International Educational Data Mining Society.

Allen, L. K., McNamara, D. S., & McCrudden, M. T. (2015). Change your mind: Investigating the effects of self-explanation in the resolution of misconceptions. In D. C. Noelle, R. Dale, A. S. Warlaumont, J. Yoshimi, T. Matlock, C. D. Jennings, & P. Maglio (Eds.), Proceedings of the 37th Annual Meeting of the Cognitive Science Society (Cog Sci 2015), (pp. 78-83). Austin, TX: Cognitive Science Society.

Allen, L. K., Snow, E. L., & McNamara, D. S. (2015). Are you reading my mind? Modeling students’ reading comprehension skills with Natural Language Processing techniques. In J. Baron, G. Lynch, N. Maziarz, P. Blikstein, A. Merceron, & G. Siemens (Eds.), Proceedings of the 5th International Learning Analytics & Knowledge Conference (LAK'15). (pp. 246-254). Poughkeepsie, NY: ACM.

Brown, A., Lynch, C. F., Eagle, M., Albert, J., Barnes, T., Baker, R., Bergner, Y., & McNamara, D. S. (2015). Good communities and bad communities: Does membership affect performance? In O. C. Santos, J. G. Boticario, C. Romero, M. Pechenizkiy, A. Merceron, P. Mitros, J. M. Luna, C. Mihaescu, P. Moreno, A. Hershkovitz, S. Ventura, & M. Desmarais (Eds.), Proceedings of the 8th International Conference on Educational Data Mining (EDM 2015), (pp. 612-613). Madrid, Spain: International Educational Data Mining Society.

Brown, A., Lynch, C. F., Wang, Y., Eagle, M., Albert, J., Barnes, T., Baker, R., Bergner, Y., & McNamara, D. S. (2015). Communities of performance & communities of preference. In O. C. Santos, J. G. Boticario, C. Romero, M. Pechenizkiy, A. Merceron, P. Mitros, J. M. Luna, C. Mihaescu, P. Moreno, A. Hershkovitz, S. Ventura, & M. Desmarais (Eds.), Proceedings of the Graph Analytics Workshop at the 8th International Conference on Educational Data Mining (EDM 2015), (pp. 12-19). Madrid, Spain: International Educational Data Mining Society.

Crossley, S. A., Allen, L. K., Snow, E. L., & McNamara, D. S. (2015). Pssst…Textual features…There is more to Automatic Essay Scoring than just you! In J. Baron, G. Lynch, N. Maziarz, P. Blikstein, A. Merceron, & G. Siemens (Eds.), Proceedings of the 5th International Learning Analytics & Knowledge Conference (LAK'15), (pp. 203-207). Poughkeepsie, NY: ACM.

Crossley, S. A., Kyle, K., & McNamara, D. S. (2015). To aggregate or not? Linguistic features in automatic essay scoring and feedback systems. The Journal of Writing Assessment, 8(1). *

28

Crossley, S. A., McNamara, D. S., Baker, R., Wang, Y., Paquette, L., Barnes, T., & Bergner, Y. (2015). Language to completion: Success in an educational data mining massive open online class. In O. C. Santos, J. G. Boticario, C. Romero, M. Pechenizkiy, A. Merceron, P. Mitros, J. M. Luna, C. Mihaescu, P. Moreno, A. Hershkovitz, S. Ventura, & M. Desmarais (Eds.), Proceedings of the 8th International Conference on Educational Data Mining (EDM 2015) (pp. 388-391). Madrid, Spain: International Educational Data Mining Society.

Dascalu, M., Stavarache, L. L., Dessus, P., Trausan-Matu, S., McNamara, D. S., & Bianco, M. (2015). Predicting comprehension from students’ summaries. In A. Mitrovic, F. Verdejo, C. Conati, & N. Heffernan (Eds.), Proceedings of the 17th International Conference on Artificial Intelligence in Education (AIED 2015) (pp. 95–104). Madrid, Spain: Springer.

Dascalu, M., Stavarache, L. L., Dessus, P., Trausan-Matu, S., McNamara, D. S., & Bianco, M. (2015). ReaderBench: The learning companion. In A. Mitrovic, F. Verdejo, C. Conati, & N. Heffernan (Eds.), Proceedings of the 17th International Conference on Artificial Intelligence in Education (AIED 2015) (pp. 915–916). Madrid, Spain: Springer.

Dascalu, M., Stavarache, L. L., Dessus, P., Trausan-Matu, S., McNamara, D. S., & Maryse B. (2015). ReaderBench: An integrated cohesion-centered framework. In C. Rensing, T. Klobucar, & G. Conole (Eds.), Proceedings of the 10th European Conference on Technology Enhanced Learning (ECTEL) (pp. 505-508). Toledo, Spain: Springer.

Dascalu, M., Stavarache, L. L., Trausan-Matu, S., Dessus, P., Bianco, M., & McNamara, D.S. (2015). ReaderBench: An integrated tool supporting both individual and collaborative learning. In J. Baron, G. Lynch, N. Maziarz, P. Blikstein, A. Merceron, & G. Siemens (Eds.), Proceedings of the 5th International Learning Analytics & Knowledge Conference (LAK'15; Tool Demonstration) (pp. 436-437). Poughkeepsie, NY: ACM.

Dascalu, M., Trausan-Matu, S., Dessus, P., & McNamara, D. S. (2015). Dialogism: A framework for CSCL and a signature of collaboration. In O. Lindwall, P. Häkkinen, T. Koschmann, P. Tchounikine & S. Ludvigsen (Eds.), Proceedings of the 11th International Conference on Computer-Supported Collaborative Learning (CSCL 2015) (pp. 86-93). Gothenburg, Sweden: ISLS.

Dascalu, M., Trausan-Matu, S., Dessus, P., & McNamara, D. S. (2015). Discourse cohesion: A signature of collaboration. In J. Baron, G. Lynch, N. Maziarz, P. Blikstein, A. Merceron, & G. Siemens (Eds.), Proceedings of the 5th International Learning Analytics & Knowledge Conference (LAK'15) (pp. 350-354). Poughkeepsie, NY: ACM.

Dascalu, M., Trausan-Matu, S., McNamara, D. S., & Dessus, P. (2015). ReaderBench – Automated evaluation of collaboration based on cohesion and dialogism. International Journal of Computer-Supported Collaborative Learning, 10(4), 395-423. *

Higgs, K., Magliano, J. P., Vidal-Abarca, E., Martínez, T., & McNamara, D. S. (2015). Bridging skill and task oriented reading. Discourse Processes, 54(1), 19-39. *

Jackson, T. G., Boonthum, C., & McNamara, D. S. (2015). Natural Language Processing and game-based practice in iSTART. Journal of Interactive Learning Research, 26, 189-208. *

Jacovina, M. E., Snow, E. L., Allen, L. K., Roscoe, R. D., Weston, J. L., Dai, J., & McNamara, D. S. (2015). How to visualize success: Presenting complex data in a writing strategy tutor. In O. C. Santos, J. G. Boticario, C. Romero, M. Pechenizkiy, A. Merceron, P. Mitros, J. M. Luna, C. Mihaescu, P. Moreno, A. Hershkovitz, S. Ventura, & M. Desmarais (Eds.), Proceedings of the 8th International Conference on Educational Data Mining (EDM 2015) (pp. 594-595). Madrid, Spain: International Educational Data Mining Society.

Jacovina, M. E., Snow, E. L., Dai, J., & McNamara, D. S. (2015). Authoring tools for ill-defined domains in intelligent tutoring systems: Flexibility and stealth profiling. In R. Sottilare, A. Graesser,

29

X. Hu, & K. Brawner, (Eds.), Design Recommendations for Adaptive Intelligent Tutoring Systems: Authoring Tools (Volume 3, pp. 109-121). Orlando, FL: U.S. Army Research Laboratory.

Jacovina, M. E., Snow, E. L., Jackson, G. T., & McNamara, D. S. (2015). Game features and individual differences: Interactive effects on motivation and performance. In A. Mitrovic, F. Verdejo, C. Conati, & N. Heffernan (Eds.), Proceedings of the 17th International Conference on Artificial Intelligence in Education (AIED 2015) (pp. 642-645). Madrid, Spain: Springer.

Jung, Y., Crossley, S. A., & McNamara, D. S. (2015). Linguistic features in MELAB writing task performances. CaMLA Working Papers, No 2015-5, 1-17. Retrieved from Cambridge Michigan Language Assessments website: http://www.cambridgemichigan.org/wp-content/uploads/2015/04/CWP-2015-05.pdf. *

Kyle, K., Crossley, S. A., & McNamara, D. S. (2015). Construct validity in TOEFL iBT speaking tasks: Insights from natural language processing. Language Testing, 21. *

McNamara, D. S., Crossley, S. A., Roscoe, R. D., Allen, L. K., & Dai, J. (2015). Hierarchical classification approach to automated essay scoring. Assessing Writing, 23, 35-59. *

McNamara, D. S., Jacovina, M. E., & Allen, L. K. (2015). Higher order thinking in comprehension. In P. Afflerbach (Ed.), Handbook of individual differences in reading: Text and context, (pp. 164-176). Taylor & Francis, Routledge: NY.

McNamara, D. S., Jacovina, M. E., Snow, E. L., & Allen, L. K. (2015). From generating in the lab to tutoring systems in classrooms. American Journal of Psychology, 128(2), 159-172. *

McNamara, D. S., & Schober, M. F. (2015). 2014 Society for Text and Discourse Annual Meeting: Introduction to the Special Issue. Discourse Processes, 52, 335-336.

Paraschiv, I. C., Dascalu, M., Dessus, P., Trausan-Matu, S., & McNamara, D. S. (2015). A paper recommendation system with ReaderBench: The graphical visualization of semantically related papers and concepts. In E. Popescu & S. Graf (Eds.), Proceedings of the 8th International Workshop on Social and Personal Computing for Web-Supported Learning Communities at the International Conference on Smart Learning Environments (SPeL 2015). Sinaia, Romania: Springer.

Roscoe, R. D., Jacovina, M. E., Harry, D., Russell, D. G., & McNamara, D. S. (2015). Partial verbal redundancy in multimedia presentations for writing strategy instruction. Applied Cognitive Psychology, 29, 669–679. doi: 10.1002/acp.3149. *

Roscoe, R. D., Snow, E. L., Allen, L. K., & McNamara, D. S. (2015). Automated detection of essay revising patterns: Application for intelligent feedback in a writing tutor. Technology, Instruction, Cognition, and Learning, 10(1), 59-79. *

San Pedro. M. O., Snow, E. L., McNamara, D. S., Baker. R. S., & Heffernan, N. (2015). Exploring dynamical assessments of affect, behavior, and cognition and math state test achievement. In O. C. Santos, J. G. Boticario, C. Romero, M. Pechenizkiy, A. Merceron, P. Mitros, J. M. Luna, C. Mihaescu, P. Moreno, A. Hershkovitz, S. Ventura, & M. Desmarais (Eds.), Proceedings of the 8th International Conference on Educational Data Mining (EDM 2015) (pp. 85-92). Madrid, Spain: International Educational Data Mining Society.

Snow, E. L., Allen, L. K., Jacovina, M. E., Crossley, S. D., Perret, C. A., & McNamara, D. S. (2015). Keys to detecting writing flexibility over time: Entropy and natural language processing. International Journal of Learning Analytics, 2(3), 40-54. *

Snow, E. L., Allen, L. K., Jacovina, M. E., & McNamara, D. S. (2015). Does agency matter?: Exploring the impact of controlled behaviors within a game-based environment. Computers & Education, 26, 378-392. *

Snow, E. L., Allen, L. K., Jackson, G. T., & McNamara, D. S. (2015). Spendency: Students’ propensity to use system currency. International Journal of Artificial Intelligence in Education, 25, 407-427. *

30

Snow, E. L., Allen, L. K., Jacovina, M. E., Perret, C. A., & McNamara, D. S. (2015). You’ve got style: Detecting writing flexibility across time. In J. Baron, G. Lynch, N. Maziarz, P. Blikstein, A. Merceron, & G. Siemens (Eds.), Proceedings of the 5th International Learning Analytics & Knowledge Conference (LAK'15) (pp. 194-202). Poughkeepsie, NY: ACM.

Snow, E. L., Allen, L.K., & McNamara, D. S. (2015). The dynamical analysis of log-data within educational games. In Loh & Sheng (Eds.), Serious Games Analytics: Methodologies for Performance Measurement, Assessment, and Improvement (pp. 81-100). Springer International Publishing.

Snow, E. L., Jacovina, M. E., & McNamara, D. S. (2015). Promoting metacognition within a game-based environment. In A. Mitrovic, F. Verdejo, C. Conati, & N. Heffernan (Eds.), Doctoral Consortium within the Proceedings of the 17th International Conference on Artificial Intelligence in Education (AIED 2015) (pp. 864-867). Madrid, Spain: Springer.

Snow, E. L., & McNamara, D. S. (2015). Dynamic user modeling within a game-based ITS. In O. C. Santos, J. G. Boticario, C. Romero, M. Pechenizkiy, A. Merceron, P. Mitros, J. M. Luna, C. Mihaescu, P. Moreno, A. Hershkovitz, S. Ventura, & M. Desmarais (Eds.), Proceedings of the 8th International Conference on Educational Data Mining (EDM 2015) (pp. 639-641). Madrid, Spain: International Educational Data Mining Society.

Snow, E. L., McNamara, D. S., Jacovina, M. E., Allen L. K., Johnson, A. M., Perret, C. A., Dai, J., Jackson, G. T., Likens, A. D., Russell, D. G., & Weston, J. L. (2015). Promoting metacognitive awareness within a game-based intelligent tutoring system. In A. Mitrovic, F. Verdejo, C. Conati, & N. Heffernan (Eds.), Proceedings of the 17th International Conference on Artificial Intelligence in Education (AIED 2015) (pp. 786-789). Madrid, Spain: Springer.

Snow, E. L., San Pedro, M. O., Jacovina, M. E., McNamara, D. S., & Baker. R. S. (2015). Achievement versus experience: Predicting students’ choices during gameplay. In O. C. Santos, J. G. Boticario, C. Romero, M. Pechenizkiy, A. Merceron, P. Mitros, J. M. Luna, C. Mihaescu, P. Moreno, A. Hershkovitz, S. Ventura, & M. Desmarais (Eds.), Proceedings of the 8th International Conference on Educational Data Mining (EDM 2015) (pp.564-565). Madrid, Spain: International Educational Data Mining Society.

Soto, C. M., McNamara, D. S., Jacovina, M. E., Snow, E. L., Dai, J., Allen, L. K., Perret, C. A., Johnson, A. M., & Russell, D. G. (2015). iSTART-E: Desarrollando un tutor inteligente para la comprensión lectora de estudiantes de habla hispana. In M. Garcia (Ed.), Proceedings of the 15th Annual Colloquium on Peninsular and Spanish American Literature, Linguistics and Culture. Orlando, FL.

Sullins, J., McNamara, D. S., Acuff, S., Neely, D., Hildebrand, E., Stewart, G., & Hu, X. (2015). Are you asking the right questions: The use of animated agents to teach learners to become better question askers. In C. Boonthum-Denecke, I. Russell, & W. Eberle (Eds.), Proceedings of the 28th International Florida Artificial Intelligence Research Society (FLAIRS) Conference (pp. 479-481). Hollywood, FL: AAAI Press.

Allen, L. K., Dascalu, M., McNamara, D. S., Crossley, S. A., & Trausan-Matu, S. (2016). Modeling individual differences among writers using ReaderBench. In EduLearn (pp. 5269–5279). Barcelona, Spain: IATED.

Allen, L. K., Jacovina, M. E., Dascalu, M., Roscoe, R. Kent, K., Likens, A., & McNamara, D. S. (2016). {ENTER}ing the time series {SPACE}: Uncovering the writing process through keystroke analyses. In T. Barnes, M. Chi, & M. Feng (Eds.), Proceedings of the 9th International Conference on Educational Data Mining (EDM 2016) (pp.22-29). Raleigh, NC: International Educational Data Mining Society.

Allen, L. K., Jacovina, M. E., & McNamara, D. S. (2016). Cohesive features of deep text comprehension process. In J. Trueswell, A. Papafragou, D. Grodner, & D. Mirman (Eds.), Proceedings of the 38th

31

Annual Meeting of the Cognitive Science Society in Philadelphia, PA (pp. 2681-2686). Austin, TX: Cognitive Science Society.

Allen, L. K., Jacovina, M. E., & McNamara, D. S. (2016). Computer-based writing instruction. In C. A. MacArthur, S. Graham, & J. Fitzgerald (Eds.), Handbook of Writing Research, (2nd ed.) (pp. 316-329). The Guilford Press.

Allen, L. K., Mills, C., Jacovina, M. E., Crossley, S. A., D'Mello, S. K., & McNamara, D. S. (2016). Investigating boredom and engagement during writing using multiple sources of information: The essay, the writer, and keystrokes. In D. Gašević, G. Lynch, S. Dawson, H. Drachsler, & C. P. Rosé (Eds.), Proceedings of the 6th International Learning Analytics and Knowledge Conference (LAK’16) (pp. 124-133). New York, NY: ACM.

Allen, L. K., Perret, C. A., & McNamara, D. S. (2016). Linguistic signatures of cognitive processes during writing. In J. Trueswell, A. Papafragou, D. Grodner, & D. Mirman (Eds.), Proceedings of the 38th Annual Meeting of the Cognitive Science Society in Philadelphia, PA (pp. 2483-2488). Austin, TX: Cognitive Science Society.

Allen, L. K., Snow, E. L., & McNamara, D. S. (2016). The narrative waltz: The role of flexibility in writing performance. Journal of Educational Psychology. doi: 10.1037/edu0000109 *

Baker, R.S. Wang, Y., Paquette, L., Aleven, V., Popsecu, O., Sewall, J., Rose, C., Tomar, G. S., Ferschke, O., Zhang, J., Cennamo, M., Ogden, S., Condit, T., Diaz, J., Crossley, S., McNamara, D., Comer, D., Lynch, C., Brown, R., Barnes, T., Bergner, Y. (2016). Educational Data Mining: A MOOC experience IN ElAtia, S., Ipperciel, D., & Zaiane, O.R. (Eds.), Data Mining and Learning Analytics: Applications in Educational Research. Hoboken, NJ: Wiley.

Crossley, S. A., Allen, L. K., & McNamara, D. S. (2016). The Writing Pal: A writing strategy tutor. In S. A. Crossley & D. S. McNamara (Eds.), Adaptive educational technologies for literacy instruction (pp. 204-224). New York, NY: Taylor & Francis, Routledge.

Crossley, S. A., Allen, L., Snow, E., & McNamara, D. S. (2016). Incorporating learning characteristics into automatic essay scoring models: What individual differences and linguistic features tell us about writing quality. Journal of Educational Data Mining, 8(2). https://doi.org/10.5281/zenodo.3554593*

Crossley, S. A., Dascalu, M., Trausan-Matu, S., Allen, L. K., & McNamara, D. S. (2016). Document cohesion flow: Striving towards coherence. In J. Trueswell, A. Papafragou, D. Grodner, & D. Mirman (Eds.), Proceedings of the 38th Annual Meeting of the Cognitive Science Society in Philadelphia, PA (pp. 764-769). Austin, TX: Cognitive Science Society.

Crossley, S. A., Kyle, K., & McNamara, D. S. (2016). The development and use of cohesive devices in L2 writing and their relations to judgments of essay quality. Journal of Second Language Writing, 32, 1-16. *

Crossley, S. A., Kyle, K., & McNamara, D. S. (2016). Sentiment Analysis and Social Cognition Engine (SEANCE): An automatic tool for sentiment, social cognition, and social order analysis. Behavior Research Methods, 49(3), 803-82. doi:10.3758/s13428-016-0743-z. *

Crossley, S. A., Kyle, K., & McNamara, D. S. (2016). The Tool for the Automatic Analysis of Text Cohesion (TAACO): Automatic assessment of local, global, and text cohesion. Behavior Research Methods, 48(4), 1227-1237. *

Crossley, S. A., Kyle, K., Davenport, J., & McNamara, D. S. (2016). Automatic assessment of constructed response data in a chemistry tutor. In T. Barnes, M. Chi, & M. Feng (Eds.), Proceedings of the 9th International Conference on Educational Data Mining (EDM 2016) (pp. 336-340). Raleigh, NC: International Educational Data Mining Society.

32

Crossley, S. A., & McNamara, D. S. (2016). Educational technologies and literacy development. In S. A. Crossley & D. S. McNamara (Eds.), Adaptive educational technologies for literacy instruction (pp. 1-12). New York, NY: Taylor & Francis, Routledge.

Crossley, S. A., & McNamara, D. S. (2016). Say more and be more coherent: How text elaboration and cohesion can increase writing quality. Journal of Writing Research, 7(3), 351-370. *

Crossley, S. A., & McNamara, D. S. (2016). Text-based recall and extra-textual generations resulting from simplified and authentic texts. Reading in a Foreign Language (28). http://hdl.handle.net/10125/66713 *

Crossley, S. A., Muldner, K., & McNamara, D. S. (2016). Idea generation in student writing: Computer assessments and links to successful writing. Written Communication, 33(3), 328-354. *

Crossley, S. A., Paquette, L., Dascalu, M., McNamara, D. S., & Baker, R. (2016). Combining click-stream data with NLP tools to better understand MOOC completion. In D. Gašević, G. Lynch, S. Dawson, H. Drachsler, & C. P. Rosé (Eds.), Proceedings of the 6th International Learning Analytics and Knowledge Conference (LAK’16) (pp. 6-14). New York, NY: ACM.

Crossley, S. A., Rose, D. F., Danekes, C., Rose, C. W., & McNamara, D. S. (2016). That noun phrase may be beneficial and this may not be: Discourse cohesion in reading and writing. Reading and Writing, 30, 569-589. *

Dascalu, M., McNamara, D. S., Crossley, S. A., & Trausan-Matu, S. (2016). Age of exposure: A model of word learning. In S. Zilberstein, D. Schuurmans, & M. Wellman (Eds.), Proceedings of the 30th Annual Meeting of the Association for the Advancement of Artificial Intelligence (AAAI'16) (pp. 2928–2934). Phoenix, AZ: AAAI Press.

Jackson, G. T., Allen, L. K., & McNamara, D. S. (2016). Common Core TERA: Text Ease and Readability Assessor. In S. A. Crossley & D. S. McNamara (Eds.), Adaptive educational technologies for literacy instruction (pp. 49-68). New York, NY: Taylor & Francis, Routledge.

Jacovina, M. E., Jackson, G. T., Snow, E. L., & McNamara, D. S. (2016). Timing game-based practice in a reading comprehension strategy tutor. In A. Micarelli, J. Stamper, & K. Panourgia (Eds.), Proceedings of the 13th International Conference on Intelligent Tutoring Systems (ITS 2016) (pp. 80-89). Zagreb, Croatia: Spinger.

Jacovina, M. E. & McNamara, D. S. (2016). Intelligent tutoring systems for literacy: Existing technologies and continuing challenges. In R. Atkinson (Ed.), Intelligent tutoring systems: Structure, applications and challenges (pp. 153-174). Hauppauge, NY: Nova Science Publishers Inc.

Johnson, A. M., Jacovina, M. E., Jackson, G. T., Tighe, E. L., & McNamara, D. S. (2016). Lost in Springsdale: An interactive narrative for adult literacy learners. In A. Micarelli, J. Stamper, & K. Panourgia (Eds.), Proceedings of the 13th International Conference on Intelligent Tutoring Systems (ITS 2016) (pp. 494-495). Zagreb, Croatia: Spinger.

Liu, Z., Brown, R., Lynch, C., Barnes, T., Baker, R., Bergner, Y., & McNamara, D. S. (2016). MOOC learner behaviors by country and culture: An exploratory analysis. T. Barnes, M. Chi, & M. Feng (Eds.), Proceedings of the 9th International Conference on Educational Data Mining (EDM 2016) (pp.127-134). Raleigh, NC: International Educational Data Mining Society.

Paraschiv, I. C., Dascalu, M., McNamara, D. S., & Trausan-Matu, S. (2016). Finding the needle in a haystack: Who are the most central authors within a domain? In K. Verbert, M. Sharples & T. Klobucar (Eds.), Proceedings of the 11th European Conference on Technology Enhanced Learning (EC-TEL 2016) (pp. 632–635). Lyon, France: Springer.

Roscoe, R., Jacovina, M. E., Allen, L. K., & Johnson, A., & McNamara, D. S. (2016). Toward revision-sensitive feedback in automated writing evaluation. T. Barnes, M. Chi, & M. Feng (Eds.),

33

Proceedings of the 9th International Conference on Educational Data Mining (EDM 2016) (pp.628-629). Raleigh, NC: International Educational Data Mining Society.

Shum, S. B., Knight, S. McNamara, D. S., Allen, L. K., Bektik, D., & Crossley, S. A. (2016). Critical perspectives on writing analytics. In D. Gašević, G. Lynch, S. Dawson, H. Drachsler, & C. P. Rosé (Eds.), Workshop Proceedings of the 6th International Learning Analytics and Knowledge Conference (LAK’16) (pp. 481-483). New York, NY: ACM.

Skalicky, S., Berger, C. M., Crossley, S. A., & McNamara, D. S. (2016). Linguistic features of humor in academic writing. Advances in Language and Literary Studies, 7(3), 248-259. *

Snow, E. L., Jacovina, M. E., Jackson, G. T., & McNamara, D. S. (2016). iSTART-2: A reading comprehension and strategy instruction tutor. In S. A. Crossley & D. S. McNamara (Eds.), Adaptive educational technologies for literacy instruction (pp. 104-121). New York, NY: Taylor & Francis, Routledge.

Snow, E. L., Likens, A. D., Allen, L. K., & McNamara, D. S. (2016). Taking control: Stealth assessment of deterministic behaviors within a game-based system. International Journal of Artificial Intelligence in Education, 26, 1011-1032. *

Weston-Sementelli, J. L., Allen, L. K., & McNamara, D. S. (2016). Comprehension and writing strategy training improves performance on content-specific source-based writing tasks. International Journal of Artificial Intelligence in Education, 28, 106-137. *

Allen, L. K., Likens, A., & McNamara, D. S. (2017). Recurrence Quantification Analysis: A technique for the dynamical analysis of student writing. In Z. Markov & V. Rus (Eds.), Proceedings of the 30th Annual Florida Artificial Intelligence Research Society International Conference (FLAIRS), (pp. 240-245). Marco Island, FL: AAAI Press.

Allen, L. K., & McNamara, D. S. (2017). Five building blocks for comprehension strategy instruction. In J. A. León & I. Escudero (Eds.), Reading Comprehension in Educational Settings (pp. 125-144). Philadelphia, PA: John Benjamins.

Allen, L. K., Perret, C. A., Likens, A., & McNamara, D. S. (2017). What’d you say again? Recurrence quantification analysis as a method for analyzing the dynamics of discourse in a reading strategy tutor. In A. Wise, P. Winne, G. Lynch, X. Ochoa, I. Molenaar, & S. Dawson (Eds.), Proceedings of the 7th International Conference on Learning Analytics & Knowledge (LAK 17) in Vancouver, BC, Canada, (pp.373-382). New York, NY: ACM. Best Paper Finalist

Balyan, R., McCarthy, K. S., & McNamara, D. S. (2017). Combining machine learning and natural language processing to assess literary text comprehension. In X. Hu, T. Barnes, A. Hershkovitz, & L. Paquette (Eds.), Proceedings of the 10th International Conference on Educational Data Mining (EDM) (pp. 244-249), Wuhan, China: International Educational Data Mining Society.

Crossley, S. A., Barnes, T., Lynch, C., & McNamara, D. S. (2017). Linking language to math success in blended course. In X. Hu, T. Barnes, A. Hershkovitz, & L. Paquette (Eds.), Proceedings of the 10th International Conference on Educational Data Mining (EDM) (pp. 180-185), Wuhan, China: International Educational Data Mining Society.

Crossley, S. A., Dascalu, M., Baker, M., McNamara, D. S., & Trausan-Matu, S. (2017). Predicting success in Massive Open Online Courses (MOOC) using cohesion network analysis. In B. K. Smith, M. Borge, K. Y. Lim, & E. Mercier (Eds.), Proceedings of the 12th International Conference on Computer-Supported Collaborative Learning (CSCL 2017), (pp. 103-110), Philadelphia, PA: ISLS.

Crossley, S. A., Dascalu, M., & McNamara, D. S. (2017). How important is size? An investigation of corpus size and meaning in both Latent Semantic Analysis and Latent Dirichlet Allocation. In Z. Markov & V. Rus (Eds.), Proceedings of the 30th Annual Florida Artificial Intelligence Research Society International Conference (FLAIRS), (pp. 293-296). Marco Island, FL: AAAI Press.

34

Crossley, S. A., Liu, R., & McNamara, D. S. (2017). Predicting math performance using natural language processing tools. In A. Wise, P. Winne, G. Lynch, X. Ochoa, I. Molenaar, & S. Dawson (Eds.), Proceedings of the 7th International Conference on Learning Analytics & Knowledge (LAK 17) in Vancouver, BC, Canada, (pp. 339-347). New York, NY: ACM.

Crossley, S. A., Skalicky, S., Dascalu, M., McNamara, D. S., & Kyle, K. (2017). Predicting text comprehension, processing, and familiarity in adult readers: New approaches to readability formulas. Discourse Processes, 54, 340-359.*

Dascalu, M., Allen, K. A., McNamara, D. S., Trausan-Matu, S., & Crossley, S. A. (2017). Modeling comprehension processes via automated analyses of dialogism. In G. Gunzelmann, A. Howes, T. Tenbrink, & E. Davelaar (Eds.), Proceedings of the 39th Annual Meeting of the Cognitive Science Society (CogSci 2017) (pp. 1884-1889). London, UK: Cognitive Science Society.

Dascalu, M., Gutu, G., Paraschiv, I., Ruseti, s., Dessus, P., McNamara, D. S., Crossley, S. A., & Trausan-Matu, S. (2017). Cohesion-centered analysis of CSCL environments using ReaderBench. In B. Boulay, R. Baker, & E. Andre (Eds.), Proceedings of the 18th International Conference on Artificial Intelligence in Education (AIED 2017) (pp. 485-489). Wuhan, China: Springer.

Dascalu, M., Jacovina, M., Soto, C. M., Allen, L. K., Dai, J., Guerrero, T. A., & McNamara, D. S. (2017). Teaching iSTART to understand Spanish. In B. Boulay, R. Baker, & E. Andre (Eds.), Proceedings of the 18th International Conference on Artificial Intelligence in Education (AIED 2017) (pp. 485-489). Wuhan, China: Springer.

Jackson, G. T., & McNamara, D. S. (2017). The motivation and mastery cycle framework: Predicting long-term benefits of educational games. In Y. Baek (Ed.), Game-based learning: Theory, strategies and performance outcomes (pp. 97-122). Nova Science Publishers: New York.

Johnson, A. M., Guerrero, T. A., Tighe, E. L., & McNamara, D. S. (2017). iSTART-ALL: Confronting adult low literacy with intelligent tutoring for reading comprehension. In B. Boulay, R. Baker, & E. Andre (Eds.), Proceedings of the 18th International Conference on Artificial Intelligence in Education (AIED) (pp. 125-136), Wuhan, China: Springer.

Johnson, A., McCarthy, K. S., Kopp, K., Perret, C. A., & McNamara, D. S. (2017). Adaptive reading and writing instruction in iSTART and W-Pal. In Z. Markov & V. Rus (Eds.), Proceedings of the 30th Annual Florida Artificial Intelligence Research Society International Conference (FLAIRS), (pp. 561-566). Marco Island, FL: AAAI Press.

Johnson, A. M., Tighe, E. L., & McNamara, D. S. (2017). Development of an interactive narrative for adult literacy learners. In R. Roscoe, S. Craig, & I. Douglas (Eds.), End-user considerations in educational technology design (pp. 238-262). IGI Global.

Kopp, K. J., Johnson, A. M., Crossley, S. A., & McNamara, D. S. (2017). Assessing question quality using natural language processing. In B. Boulay, R. Baker, & E. Andre (Eds.), Proceedings of the 18th International Conference on Artificial Intelligence in Education (AIED) (pp. 523-527), Wuhan, China: Springer.

Likens, A. D., Allen, L. K., & McNamara, D. S. (2017). Keystroke dynamics predict essay quality. In G. Gunzelmann, A. Howes, T. Tenbrink, & E. Davelaar (Eds.), Proceedings of the 39th Annual Meeting of the Cognitive Science Society (CogSci 2017) (pp. 2573-2578). London, UK: Cognitive Science Society.

McCarthy, K. S., Jacovina, M. E., Snow, E. L. Guerrero, T. A., & McNamara, D. S. (2017). iSTART therefore I understand: But metacognitive supports did not enhance comprehension gains. In B. Boulay, R. Baker, & E. Andre (Eds.), Proceedings of the 18th International Conference on Artificial Intelligence in Education (AIED) (pp. 201-211), Wuhan, China: Springer.

McCarthy, K. S., Johnson, A. M., Likens, A. D., Martin, Z., & McNamara, D. S. (2017). Metacognitive prompt overdose: Positive and negative effects of prompts in iSTART. In X. Hu, T. Barnes, A.

35

Hershkovitz, & L. Paquette (Eds.), Proceedings of the 10th International Conference on Educational Data Mining (EDM) (pp. 404-405), Wuhan, China: International Educational Data Mining Society.

McNamara, D. S. (2017). Self-Explanation and reading strategy training (SERT) Improves low-knowledge students' science course performance. Discourse Processes, 54(7), 479-492. *

McNamara, D. S., & Allen, L. K. (2017). Toward an integrated perspective of writing as a discourse process. In M. Schober, A. Britt, & D. N. Rapp (Eds.), Handbook of discourse processes (2nd ed.) (pp. 362-389). New York, NY: Routledge.

McNamara, D. S., Allen, L. K., Crossley, S. A., Dascalu, M., & Perret, C. A. (2017). Natural language processing and learning analytics. In G. Siemens & C. Lang (Eds.), Handbook of Learning Analytics and Educational Data Mining (pp. 93-104). Society for Learning Analytics Research.

Paraschiv, I. C., Dascalu, M., McNamara, D. S., Trausan-Matu, S., & Banica, C. K. (2017). Exploring the LAK Dataset using Cohesion Network Analysis. In D. Trandabat & D. Gifu (Eds.), 3rd Workshop on Social Media and the Web of Linked Data (RUMOUR 2017), in conjunction with the Joint Conference on Digital Libraries (JCLD 2017) (pp. 17–21). Toronto, Canada: "Alexandru Ioan Cuza" University Publishing House.

Paraschiv, I. C., Dascalu, M., Trausan-Matu, S., Nistor, N., Montes de Oca, A. M., & McNamara, D. S. (2017). Semantic similarity versus co-authorship networks: A detailed comparison. In I. Dumitrache & A. Florea (Eds.), Proceedings of the 3rd International Workshop on Design and Spontaneity in Computer-Supported Collaborative Learning (DS-CSCL-2017), in conjunction with the 21th Int. Conf. on Control Systems and Computer Science (CSCS21) (pp. 566–570). Bucharest, Romania: IEEE.

Perret, C. A., Johnson, A. M., McCarthy, K. S., Guerrero, T. A., & McNamara, D. S. (2017). StairStepper: An adaptive remedial iSTART module. In B. Boulay, R. Baker, & E. Andre (Eds.), Proceedings of the 18th International Conference on Artificial Intelligence in Education (AIED) (pp. 557-560), Wuhan, China: Springer.

Schillinger, D., McNamara, D. S., Crossley, S. A., Sarkar, H. M. U., Duran, N., Allen, J., Liu, J. Oryn, D., Karter, A. J., & Lyles, C. R., (2017). The next frontier in communication and the ECLIPPSE study: Bridging the linguistic divide in secure messaging. Journal of Diabetes Research. https://doi.org/10.1155/2017/1348242 *

Skalicky, S., Crossley, S. A., McNamara, D. S., & Muldner, K. (2017). Automatically identifying humorous and persuasive language produced during a creative problem-solving task. In Z. Markov & V. Rus (Eds.), Proceedings of the 30th Annual Florida Artificial Intelligence Research Society International Conference (FLAIRS), (pp. 282-287). Marco Island, FL: AAAI Press.

Skalicky, S., Crossley, S. A., McNamara, D. S., & Muldner, K. (2017). Identifying creativity during problem solving using linguistic features. Creativity Research Journal, 27(4), 343-353.*

Allen, L. K., Likens, A., & McNamara, D. S. (2018). A multi-dimensional analysis of writing flexibility in an automated writing evaluation system. In Buckingham Shum, S., Ferguson, R., Merceron, A., & Ochoa, X. (Eds), Proceedings of the 8th International Conference on Learning Analytics and Knowledge (LAK’18), (pp. 380-388). Sydney, Australia: SOLAR.

Balyan, R., McCarthy, K. S., & McNamara, D. S. (2018). Comparing machine learning classification approaches for predicting expository text difficulty. In K. Brawner & V. Rus (Eds.), Proceedings of the 31st Annual Florida Artificial Intelligence Research Society (FLAIRS-31), (pp. 421-426). Melbourne, FL: AAAI Press.

Crossley, S. A., Sirbu, M. D., Dascalu, M., Barnes, T., Lynch, C. F., & McNamara, D. S. (2018). Modeling math success using Cohesion Network Analysis. In C. P. Rosé, R. Martínez-Maldonado, U. Hoppe, R. Luckin, M. Mavrikis, K. Porayska-Pomsta, B. McLaren & B. d. Boulay (Eds.),

36

Proceedings of the 19th International Conference on Artificial Intelligence in Education (AIED 2018), Part II (pp. 63–67). London, UK: Springer.

Dascalu, M., Crossley, S. A., McNamara, D. S., Dessus, P., & Trausan-Matu, S. (2018). Please Readerbench this text: A multi-dimensional textual complexity assessment framework. In Craig, S. (Ed). Tutoring and Intelligent Tutoring Systems (pp. 251–271). Hauppauge, NY: Nova Science Publishers.

Dascalu, M., McNamara, D. S., Trausan-Matu, S., & Allen, L. K., (2018). Cohesion network analysis of CSCL participation. Behavior Research Methods, 50, 604-619. *

Johnson, A., Perret, C. A., Watanabe, M., Kopp, K., McCarthy, K. S., & McNamara, D. S. (2018). Adaptive literacy instruction in iSTART and W-Pal: Implementing the outer loop. In Craig, S. (Ed). Tutoring and Intelligent Tutoring Systems (pp. 221-250). Hauppauge, NY: Nova Science Publishers.

Likens, A. D., McCarthy, K. S., Allen, L. K., & McNamara, D. S. (2018). Recurrence quantification analysis as a method for studying text comprehension dynamics. In Buckingham Shum, S., Ferguson, R., Merceron, A., & Ochoa, X. (Eds), Proceedings of the 8th International Conference on Learning Analytics and Knowledge (LAK’18) (pp. 111-120). Sydney, Australia: SOLAR.

McCarthy, K. S., Kopp, K. J., Allen, L. K., & McNamara, D. S. (2018). Methods of studying text: Memory, comprehension, and learning. In H. Otani & B. Schwarz (Eds.), Handbook of research methods in human memory (pp. 104-124). New York, NY: Routledge.

McCarthy, K. S., Likens, A. D., Johnson, A. M., Guerrero, T. A., & McNamara, D. S. (2018). Metacognitive overload! Positive and negative effects of metacognitive prompts in an intelligent tutoring system. International Journal of Artificial Intelligence in Education, 28(3), 420-438. *

McCarthy, K. S., Likens, A. D., Kopp, K. J., Watanabe, M., Perret, C. A., & McNamara, D. S. (2018). The “LO”-down on grit: Non-cognitive trait assessments fail to predict learning gains in iSTART and W-Pal. In A. Pardo, K. Bartimote, G. Lynch, S. Buckingham Shum, R. Ferguson, A. Merceron, & X. Ochoa (Eds.), Companion Proceedings for the Workshop on Online Learning & Non-Cognitive Assessment at Scale at the 8th International Conference on Learning Analytics and Knowledge (LAK’18). Sydney, Australia: SOLAR.

McCarthy, K. S., Soto, C., Malibran, C., Fonesca, L., Simian, M., & McNamara, D. S. (2018). iSTART-E: Reading comprehension strategy training for Spanish speakers. In C. P. Rosé, R. Martínez-Maldonado, U. Hoppe, R. Luckin, M. Mavrikis, K. Porayska-Pomsta, B. McLaren & B. d. Boulay (Eds.), Proceedings of the 19th International Conference on Artificial Intelligence in Education (AIED 2018), Part II (pp. 215 - 219). London, UK: Springer.

McNamara, D. S., Allen, L. K., McCarthy, K. S., & Balyan, R. (2018). NLP: Getting computers to understand discourse. In K. Millis, D. Long, J. Magliano, & K. Wiemer, (Eds.) Deep comprehension: Multi-Disciplinary Approaches (pp. 224-236). New York, NY: Routledge.

Panaite, M., Dascalu, M., Johnson, A. M., Balyan, R., Dai, J., McNamara, D. S., & Trausan-Matu, S. (2018). Bring it on! Challenges encountered while building a comprehensive tutoring system using ReaderBench. In C. P. Rosé, R. Martínez-Maldonado, U. Hoppe, R. Luckin, M. Mavrikis, K. Porayska-Pomsta, B. McLaren & B. d. Boulay (Eds.), Proceedings of the 19th International Conference on Artificial Intelligence in Education (AIED 2018), Part I (pp. 409–419). London, UK: Springer.

Ruseti, S., Dascalu, M., Johnson, A. M., McNamara, D. S., Balyan, R., McCarthy, K. S., & Trausan-Matu, S. (2018). Scoring summaries using recurrent neural networks. In Nkambou, R., Azevedo, R., Vassileva, J. (Eds.), Proceedings of the 14th International Conference on Intelligent Tutoring Systems (ITS) in Montreal, Canada (pp. 191-201). London, UK: Springer.

37

Ruseti, S., Dascalu, M., Johnson, A., McNamara, D. S., Balyan, R., Kopp, K., Crossley, S. A., & Trausan-Matu, S. (2018). Predicting question quality using recurrent neural networks. In C. P. Rosé, R. Martínez-Maldonado, U. Hoppe, R. Luckin, M. Mavrikis, K. Porayska-Pomsta, B. McLaren & B. d. Boulay (Eds.), Proceedings of the 19th International Conference on Artificial Intelligence in Education (AIED 2018), Part I (pp. 491–502). London, UK: Springer.

Semere, W., Crossley, S., Karter, A. J., Lyles, C., McNamara, D. S., Liu, J. Y., & Schillinger, D. (2018). Caregiving for patients with diabetes in the era of online patient portals: Findings from the ECLIPPSE study. In Journal of General Internal Medicine (Vol. 33, pp. S135-S135). 233 Spring St, New York, NY 10013 USA: Springer.*

Sirbu, D., Dascalu, M., Crossley, S. A., McNamara, D. S., Barnes, T., Lynch, C., & Trausan-Matu, S. (2018). Exploring online course sociograms using cohesion network analysis. In C. P. Rosé, R. Martínez-Maldonado, U. Hoppe, R. Luckin, M. Mavrikis, K. Porayska-Pomsta, B. McLaren & B. d. Boulay (Eds.), Proceedings of the 19th International Conference on Artificial Intelligence in Education (AIED 2018), Part II (pp. 337–342). London, UK: Springer.

Stone, M., Kent, K. M., Roscoe, R. D., Corley, K. M., Allen, L. K., & McNamara, D. S. (2018). The design implementation framework: Iterative design from the lab to the classroom. In R. Roscoe, S. D. Craig, & I. Douglas (Eds.) End-user considerations in educational technology design (pp. 76-98). Hershey, PA: IGI Global.

Allen, L. K., Likens, A. D., & McNamara, D. S. (2019). Modeling the dissemination of misinformation through discourse dynamics. In P. Kendeou, D. H. Robinson, & M. T. McCrudden (Eds.), Misinformation and fake news in education. (pp. 159-186). Charlotte, NC: Information age Publishing.

Allen, L. K., Likens, A. D., & McNamara, D. S. (2019). Writing flexibility in argumentative essays: A multidimensional analysis. Reading and Writing, 32(6), 1607-1634.*

Allen, L. K., Mills, C., Perret, C. A., & McNamara, D. S. (2019). Are you talking to me? Multi-dimensional language analysis of explanations during reading. In S. Hsiao, J. Cunningham, K. McCarthy, G. Lynch, N. Hoover, C. Brooks, R. Ferguson, & U. Hoppe (Eds.), Proceedings of the 9th International Conference on Learning Analytics and Knowledge (LAK’19) (pp.116 - 120). Phoenix, AZ, USA: SOLAR.

Allen, L. K., Zachary, L. C., & McNamara, D. S. (2019). Learning with text: Toward a multi-dimensional perspective on text-based communication. In S. Hsiao, J. Cunningham, K. McCarthy, G. Lynch, N. Hoover, C. Brooks, R. Ferguson, & U. Hoppe (Eds.), Companion Proceedings of the 9th International Conference on Learning Analytics and Knowledge (LAK’19) (pp. 252). Phoenix, AZ, USA: SOLAR.

Balyan, R., Crossley, S.A., Brown, W., Karter, A.J., McNamara, D. S., Liu, J.Y., Lyles, C.R., & Schillinger, D. (2019). Using natural language processing and machine learning to classify health literacy from secure messages: The ECLIPPSE Study. PLOS ONE, 14(2): e0212488. https://doi.org/10.1371/journal.pone.0212488.*

Crossley, S. A., Kim, M., Allen, L. K., & McNamara, D. S. (2019). Automated Summarization Evaluation (ASE) Using Natural Language Processing Tools. In S. Isotani, E. Millán, A. Ogan, P. Hastings, B. McLaren, & R. Luckin (Eds.), Proceedings of the 20th International Conference of Artificial Intelligence in Education (AIED) in Chicago, IL (pp. 84-95). Lecture Notes in Computer Science, vol 11625. Cham, Switzerland: Springer.

Dascalu, M., Paraschiv, I. C., McNamara, D. S., & Trausan-Matu, S. (2019). Towards an Automated Model of Comprehension (AMoC). In V. Pammer-Schnidler, M. Scheffel, & J. Broisin (Eds.), Proceedings of the 14th European Conference on Technology Enhanced Learning (EC-TEL 2019). Leeds, UK: Springer.

38

Green, C. S., Bavelier, D., Kramer, A. F., Vinogradov, S., Ansorge, U., Ball, K. K., Bingel, U., Chien, J. M., Colzato, L. S., Edwards, J. D., Facoetti, A., Gazzaley, A., Gathercole, S. E., Ghisletta, P., Gori, S., Granic., I., Hillman, C. H., Hommel, B., Jaeggi, S. M., Kanske, P., Karbach, J., Kingstone, A., Kliegel, M., Klingberg, T., Kuhn, S., Levi, D. M., Mayer, R. E., McLaughlin, A. C., McNamara, D. S., Morris, M., C., Nahum, M., Newcombe, N. S., Panizzutti, R., Prakash, R. S., Rizzo, A., Schubert, T., Seitz, A. R., Short, S. J., Singh, I., Slotta, J. D., Strobach, T., Thomas, M. S. C., Tipton, E., Tong, X., Vlach, H. A., Wetherell, J. L., Wexler, A., & Witt, C. M. (2019). Improving methodological standards in behavioral interventions for cognitive enhancement. Journal of Cognitive Enhancement, 3(1), 2-29.*

Jung, J., Crossley, S. A., & McNamara, D. S. (2019). Predicting second language writing proficiency in learner texts using computational tools. The Journal of Asia TEFL, 16(1), 37-52.*

Liu, R., Stamper, J., Davenport, J., Crossley, S., McNamara, D. S., Nzinga, K., & Sherin, B. (2019). Learning linkages: Integrating data streams of multiple modalities and timescales. Journal of Computer Assisted Learning, 35(1), 99-109.*

McCarthy, K. S., Roscoe, R. D., & McNamara, D. S. (2019). Checking it twice: Does adding spelling and grammar checkers improve essay quality in an automated writing tutor? In S. Isotani, E. Millán, A. Ogan, P. Hastings, B. McLaren, & R. Luckin (Eds.), Proceedings of the 20th International Conference of Artificial Intelligence in Education (AIED) in Chicago, IL (pp. 270-282). Cham, Switzerland: Springer.

McNamara, D. S., Allen, L. K., & Crossley, S. A. (2019). WAT: Writing assessment tool. In S. Hsiao, J. Cunningham, K. McCarthy, G. Lynch, N. Hoover, C. Brooks, R. Ferguson, & U. Hoppe (Eds.), Companion Proceedings of the 9th International Conference on Learning Analytics and Knowledge (LAK’19) (pp. 250). Phoenix, AZ, USA: SOLAR.

McNamara, D. S., Roscoe, R., Allen, L., & Balyan, R., McCarthy, K. S. (2019). Literacy: From the perspective of text and discourse theory. Journal of Language and Education, 5(3), 56-69. *

Nicula, B., Perret, C. A., Dascalu, M., & McNamara, D. S. (2019). Predicting multi-document comprehension: Cohesion network analysis. In S. Isotani, E. Millán, A. Ogan, P. Hastings, B. McLaren, & R. Luckin (Eds.), Proceedings of the 20th International Conference of Artificial Intelligence in Education (AIED) in Chicago, IL (pp. 358-369). Cham, Switzerland: Springer.

Panaite, M., Ruseti, S., Dascalu, M., Balyan, R., McNamara, D. S., & Trausan-Matu, S. (2019). Automated scoring of self-explanations using recurrent neural networks. In M. Scheffel, J. Broisin, V. Pammer-Schindler, A. Ioannou & J. Schneider (Eds.), Proceedings of the 14th European Conference on Technology Enhanced Learning (EC-TEL 2019) (pp. 659–663). Delft, Netherlands: Springer.

Roscoe, R., Allen, L. K., & McNamara, D. S. (2019). Contrasting writing practice formats in a writing strategy tutoring system. Journal of Educational Computing Research, 57(3), 723-754. *

Semere, W., Crossley, S. A., Karter, A. J., Lyles, C. R., Brown III, W., Reed, M., McNamara, D. S., Liu, J. L., & Schillinger, D. (2019). Secure messaging with physicians by proxies for patients with diabetes: Findings from the ECLIPPSE study. Journal of General Internal Medicine, 34, 2490-2496.*

Sirbu, M. D., Dascalu, M., Crossley, S., McNamara, D. S., & Trausan-Matu, S. (2019). Longitudinal analysis and visualization of participation in online courses powered by cohesion network analysis. In Lund, K., Niccolai, G., Lavoué, E., Hmelo-Silver, C., Gweon, G., and Baker, M. (Eds.), Proceedings of the 13th International Conference on Computer Supported Collaborative Learning (CSCL) 2019, Volume 2 (pp. 640-643). Lyon, France: International Society of the Learning Sciences.

Skalicky, S., Crossley, S. A., McNamara, D. S., & Muldner, K. (2019). Measuring creative ability in spoken bilingual text: The role of language proficiency and linguistic features. In A. Goel, C. Seifert, & C. Freksa (Eds.), Proceedings of the 41st Annual Meeting of the Cognitive Science Society, Montreal, Canada: Cognitive Science Society.

39

Solovyev, V., Solnyshkina, M., Gafiyatova, E., McNamara, D. S., & Ivanov, V. (2019). Sentiment in academic texts. In S. Balandin, V. Deart, T. Tyutina, & Y. Koucheryavy (Eds.), Proceedings of the 24th Conference of Open Innovations Association (FRUCT) in Moscow, Russia, (pp. 408-414). Piscataway, NJ: IEEE.

Soto, C., de Blume, A. P. G., Jacovina, M., McNamara, D. S., Benson, N., & Riffo, B. (2019) Reading comprehension and metacognition: The importance of inferential skills. Cogent Education, 6(1), DOI: 10.1080/2331186X.2019.1565067

Watanabe, M., McCarthy, K., & McNamara, D. S. (2019). Examining the effects of adaptive task selection on students’ motivation in an intelligent tutoring system. In S. Hsiao, J. Cunningham, K. McCarthy, G. Lynch, N. Hoover, C. Brooks, R. Ferguson, & U. Hoppe (Eds.), Companion Proceedings of the 9th International Conference on Learning Analytics and Knowledge (LAK’19) (pp. 161- 162). Phoenix, AZ, USA: SOLAR.

McNamara, D. S., & Allen, L. K. (2019). Writing. In Oxford Research Encyclopedia of Education. New York, NY: Oxford University Press.

Allen, L. K., & McNamara, D. S. (2020). Defining deep reading comprehension for diverse readers. In P. Afflerbach, E. Birr Moje, P. Enciso & N. K. Lesaux (Eds.), Handbook of Reading Research, Volume V (pp. 261-276). New York: Routledge.

Balyan, R., McCarthy, K. S., & McNamara, D. S. (2020). Applying natural language processing and hierarchical machine learning approaches to text difficulty classification. International Journal of Artificial Intelligence in Education (IJAIED), 30, 337-370. https://doi.org/10.1007/s40593-020-00201-7*

Botarleanu, R. M., Dascalu, M., Crossley, S. A., & McNamara, D. S. (2020). Sequence-to-sequence models for automated text simplification. In I. Ibert Bittencourt, M. Cukorova, K. Muldner, E. Millan, & R. Luckin (Eds.), Proceedings of the 21st International Conference on Artificial Intelligence in Education (AIED 2020). Ifrane, Morocco: Springer.

Cemballi, A. G., Karter, A. J., Schillinger, D., Liu, J. Y., McNamara, D. S., Brown III, W., Crossley, S., Semere, W., Reed, M., Allen, J., & Lyles, C. R. (2020). Descriptive examination of secure messaging in a longitudinal cohort of diabetes patients in the ECLIPPSE study. Journal of the American Medical Informatics Association, 28(6), 1252-1258. https://doi.org/10.1093/jamia/ocaa281 *

Cioaca, V., Dascalu, M., & McNamara, D. S. (2020). Extractive summarization using cohesion network analysis and submodular set functions. In 22nd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2020). Timisoara, Romania: IEEE.

Crossley, S. A., Balyan, R., Liu, J., Karter, A. J., McNamara, D. S., & Schillinger, D. (2020). Developing and testing automatic models of patient communicative health literacy using linguistic features: Findings from the ECLIPPSE study. Health Communication, 36(8), 1018-1028. https://doi.org/10.1080/10410236.2020.1731781 *

Crossley, S. A., Balyan, R., Liu, J., Karter, A., McNamara, D. S., & Schillinger, D. (2020). Predicting the readability of physicians’ secure messages to improve health communication using novel linguistic features: Findings from the ECLIPPSE study. Journal of Communication in Healthcare: Strategies, Media and Engagement in Global Health, 13(4), 344-356. https://doi.org/10.1080/17538068.2020.1822726 *

Dascalu, M. D., Ruseti, S., Carabas, M., Dascalu, M., Trausan-Matu, S., & McNamara, D. S. (2020). Cohesion network analysis: Predicting course grades and generating sociograms for a Romanian moodle course. In 16th International Conference on Intelligent Tutoring Systems (ITS 2020). Athens, Greece: Springer.

Dascalu, M. D., Ruseti, S., Dascalu, M., McNamara, D. S., & Trausan-Matu, S. (2020). Multi-document cohesion network analysis: Visualizing intratextual and intertextual links. In I. Ibert Bittencourt, M.

40

Cukorova, K. Muldner, E. Millan, & R. Luckin (Eds.), Proceedings of the 21st International Conference on Artificial Intelligence in Education (AIED 2020). Ifrane, Morocco: Springer.

McCarthy, K. S., Soto, C. M., Gutierrez de Blume, A. P., Palma, D., González, J. I., & McNamara, D. S. (2020). Improving reading comprehension in Spanish using iSTART-E : A pilot study. International Journal of Computer-Assisted Language Learning and Teaching, 10(4), 66-82.*

McCarthy, K. S., Watanabe, M., & McNamara, D. S. (2020). The design implementation framework: Guiding principles for the redesign of a reading comprehension intelligent tutoring system. In M. Schmidt, A. Tawfik, Y. Earnshaw, & I. Jahnke (Eds.) Learner and User Experience Research: An Introduction for the Field of Learning Design & Technology. EdTech Books. https://edtechbooks.org/ux/9_the_design_impleme

McCarthy, K. S., Watanabe, M., & McNamara, D. S. (2020). Personalized learning in iSTART: Past modifications and future design. Journal of Research on Technology in Education, 52(3), 301-321. https://doi.org/10.1080/15391523.2020.1716201 *

McNamara, D. S. (2020). If integration is the keystone of comprehension: Inferencing is the key. Discourse Processes, 58(1), 86-91. https://doi.org/10.1080/0163853X.2020.1788323 *

Nicula, B., Perret, C. A., Dascalu, M., & McNamara, D. S. (2020). Extended multi-document cohesion network analysis centered on comprehension prediction. In I. Ibert Bittencourt, M. Cukorova, K. Muldner, E. Millan, & R. Luckin (Eds.), Proceedings of the 21st International Conference on Artificial Intelligence in Education (AIED 2020). Ifrane, Morocco: Springer.

Nicula, B., Perret, C. A., Dascalu, M., & McNamara, D. S. (2020). Multi-document cohesion network analysis: Automated prediction of inferencing across multiple documents. Proceedings of the 32nd International Conference on Tools with Artificial Intelligence (ICTAI 2020). Online: IEEE.

Schillinger, D., Balyan, R., Crossley, S. A., McNamara, D. S., Liu, J. Y., & Karter, A. J. (2020). Employing computational linguistics techniques to identify limited patient health literacy: Findings from the ECLIPPSE study. Health Services Research, 56(1), 132-144. https://doi.org/10.1111/1475-6773.13560 *

Wan, Q., Crossley, S. A., Allen, L. K., & McNamara, D. S. (2020). Claim detection and relationship with writing quality. In V. Cavalli-Sforza, C. Romero, A. Rafferty, & J. R. Whitehill (Eds.), Proceedings of the 13th International Conference on Educational Data Mining (EDM). Virtual Conference: International Educational Data Mining Society.

Arner, T., McCarthy, K. S., & McNamara, D. S. (2021). iSTART StairStepper – Using comprehension strategy training to game the test. Computers, 10(4), 48. https://doi.org/10.3390/computers10040048*

Botarleanu, R.-M., Dascalu, M., Allen, L. K., Crossley, S. A. & McNamara, D.S. (2021). Automated summary scoring with ReaderBench. In 17th International Conference on Intelligent Tutoring Systems (ITS 2021). Athens, Greece: Springer.

Botarleanu, R.-M., Dascalu, M., Watanabe, M., McNamara, D. S., & Crossley, S. A. (2021). Multilingual age of exposure. In 22nd International Conference on Artificial Intelligence in Education (AIED 2021) (pp. 77-87). Utrecht, Netherlands (Online): Springer.

Brown III, W., Balyan, R., Karter, A. J., Crossley, S., Semere, W., Duran, N. D., Lyles, C., Liu, J., Moffet, H. H., Daniels, R., McNamara, D. S., & Shillinger, D. (2021). Challenges and solutions to employing natural language processing and machine learning to measure patients’ health literacy and physician writing complexity: The ECLIPPSE study. Journal of Biomedical Informatics, 113, 103658. https://doi.org/10.1016/j.jbi.2020.103658 *

Butterfuss, R., Arner, T., McNamara, D. S., & Allen, L. K. (2021). Social media spillover: Attitude-inconsistent tweets reduce memory for subsequent information. In T. Fitch, C. Lamm, H. Leder, &

41

K. Tessmar (Eds.), Proceedings of the 43rd Annual Conference of the Cognitive Science Society. Vienna, Austria: Cognitive Science Society.

Corlatescu, D., Dascalu, M., & McNamara, D. S. (2021). The automated model of comprehension (AMoC) version 2.0. In 22nd International Conference on Artificial Intelligence in Education (AIED 2021) (pp. 119-123). Utrecht, Netherlands (Online): Springer.

Dascalu, M.-D., Ruseti, S., Dascalu, M., McNamara, D. S., Carabas, M., Rebedea, T., & Trausan-Matu, S. (2021). Before and during COVID-19: A cohesion network analysis of students’ online participation in moodle courses. Computers in Human Behavior, 121, 106780. https://doi.org/10.1016/j.chb.2021.106780 *

Fang, Y., Li, T., Roscoe, R. D., & McNamara, D. S. (2021). Predicting literacy skills via stealth assessment in a simple vocabulary game. In R. A. Sottilare, & J. Schwarz (Eds.), Proceedings of the 23rd Human-computer Interaction International Conference. Washington, D.C. (Online): Springer.

McCarthy, K. S., Magliano, J. P., Snyder, J. O., Kenney, E. A., Newton, N. N., Perret, C. A., Knezevic, M., Allen, L. K., & McNamara, D. S. (2021). Quantified qualitative analysis: Rubric development and inter-rater reliability as iterative design. In E. de Vries, J. Ahn, & Y. Hod (Eds.), 15th International Conference of the Learning Sciences – ICLS 2021 (pp. 139-146). Bochum, Germany (Online): International Society of the Learning Sciences.

McCarthy, K. S., & McNamara, D. S. (2021). The multidimensional knowledge in text comprehension framework. Educational Psychologist. DOI: 10.1080/00461520.2021.1872379.*

Nicula, B., Dascalu, M., Newton, N. N., Orcutt, E., & McNamara, D. S. (2021). Automated paraphrase quality assessment using recurrent neural networks and language models (SP). In 17th International Conference on Intelligent Tutoring Systems (ITS 2021) (pp. 333-340). Athens, Greece: Springer.

Öncel, P., Flynn, L. E., Sonia, A. N., Barker, K., Lindsay, G. C., McClure, C. M., McNamara, D. S., & Allen, L. K. (2021). Automatic student writing evaluation: Investing the impact of individual differences on source-based writing. In M. Scheffel, N. Dowell, S. Joksimovic, & G. Siemens (Eds.), Proceedings of the 11th International Learning Analytics & Knowledge Conference, (pp. 620-625). New York, NY : Association for Computing Machinery.

Ruseti, S., Dascalu, M-D., Corlatescu, D., Dascalu, M., Trausan-Matu, S., & McNamara, D. S. (2021). Exploring dialogism using language models. In 22nd International Conference on Artificial Intelligence in Education (AIED 2021) (pp. 296-301). Utrecht, Netherlands (Online): Springer.

Schillinger, D., Balyan, R., Crossley, S., McNamara, D., & Karter, A. (2021). Validity of a computational linguistics-derived automated health literacy measure across race/ethnicity: Findings from the ECLIPPSE project. Journal of Health Care for the Poore and Underserved, 32(2), 347-365. https://doi.org/10.1353/hpu.2021.0067 *

Shin, J., Balyan, R., Banawan, M., Leite, W. L., McNamara, D. S. (2021). Pedagogical communication language in video lectures: Empirical findings from Algebra Nation. In E. de Vries, J. Ahn, & Y. Hod (Eds.), 15th International Conference of the Learning Sciences – ICLS 2021 (pp. 323-329). Bochum, Germany (Online): International Society of the Learning Sciences.

Wan, Q., Crossley, S. A., Banawan, M., Balyan, R., McNamara, D. S., & Allen, L. K. (2021). Automated claim identification using NLP features in student argumentative essays. In F. Bourchet, J. Vie, S. Hsiao, & S. Sahebi (Eds.), Proceedings of the 14th International Conference on Educational Data Mining (EDM-2021). Paris, France: International Educational Data Mining Society.

Wang, Z., O’Reilly, T., Sabatini, J., McCarthy, K. S., & McNamara, D. S. (2021). A tale of two tests: The role of topic and general academic knowledge in traditional versus contemporary scenario-based reading. Learning and Instruction, 73, 101462. https://doi.org/10.1016/j.learninstruc.2021.101462 *

42

McNamara, D. S., Arner, T., Butterfuss, R., Mallick, D. B., Lan, A. S., Roscoe, R. D., Roedinger III, H. L., Baraniuk, R. G., (2022). Situating AI (and big data) in the learning sciences: Moving toward large-scale learning sciences. In A. Alavi, & B. McLaren (Eds.), Artificial intelligence in STEM education: The paradigmatic shifts in research, education, and technology. CRC Press.

Balyan, R., McNamara, D. S., Crossley, S. A., Brown, W., Karter, A. J., & Schillinger, D. (in press). Employing computational linguistics to improve patient-provider secure email exchange: The ECLIPPSE study. In B. Dash, P. Villatoro-Tello, & A Acharya (Eds.), Natural language processing in healthcare: A special focus on low resource languages. Taylor & Francis (CRC Press).

Butterfuss, R., Roscoe, R. D., Allen, L. K., McCarthy, K. S., & McNamara, D. S. (in press). Strategy uptake in W-Pal: Adaptive feedback and instruction. Journal of Educational Computing Research.

McNamara, D. S. (in press). Chasing theory with technology: A quest to understand understanding. Discourse Processes.

Schillinger, D., Duran, N, Crossley, S., Balyan, R., McNamara, D. S., & Karter, A. J. (in press). Precision communication: Physicians’ linguistic adaptation to patients’ health literacy. Sciences Advances.

McNamara, D. S., Fang, Y., Butterfuss, M., Arner, T., Watanabe, M., McCarthy, K. S., Allen, L. K., & Roscoe, R. D. (submitted). iSTART: Adaptive comprehension strategy training and stealth literacy assessment. International Journal of Human-Computer Interaction.

Note: Most publications can be downloaded at http://soletlab.com

Technical Reports Doane, S. M., Kintsch, W., Polson, P. G., & McNamara, D. S. (1991). Producing UNIX commands:

What experts must know (Technical Report No. UIUC-BI-CS-91-20). Urbana, IL: Beckman Institute of Cognitive Science (Learning Series).

Kintsch, E., McNamara, D. S., Kintsch, W., & Songer, N. B. (1992). Revising the coherence of science texts to improve comprehension and learning: Traits of mammals (ICS Technical Report No. 92-3). Boulder, CO.

McNamara, D. S. (1992). The generation effect: A detailed analysis of the role of semantic processing (ICS Technical Report No. 92-2). Boulder, CO.

Doane, S. M., Sohn, Y. W., McNamara, D. S., & Adams, D. (1997). Comprehension-based skill acquisition (Technical Report No. UIUC-BI-CS-97-01). Urbana, IL: Beckman Institute of Cognitive Science (Technical Report Series).

McNamara, D. S. (1999). Preliminary analysis of Photo Reading (Project NAG 2-1319). Project report submitted to the National Aeronautics and Space Administration.

Davis, N., Jackson, G. T., & McNamara, D. S. (2010). Game-based features: Not a cure-all band-aid for learning and motivation. Technical Report. The University of Memphis.

43

PRESENTATIONS Invited Keynote Addresses McNamara, D. S. (2003, May). Learning from text: Effects of text structure and reader strategies.

Invited keynote address presented at the II Congreso Internacional C tedra UNESCO de Lectura y Escritura, Viña del Mar, Chile.

McNamara, D. S. (2005, January). Coh-Metrix: Measuring text difficulty to improve text comprehension. Invited address at the National Board for Education Sciences Inaugural Meeting, Washington, D.C.

McNamara, D. S. (2006, August). A search for coherence. Invited keynote address at the EARLI Sig2 Text and Picture Comprehension Conference, Nottingham, UK.

McNamara, D. S. (2011, May). Educational technologies for educational solutions. Invited keynote address at the EIAH Educational Technologies Conference, Mons, Belgium.

McNamara, D. S. (2012, May). Cognitive load, immersive games, ITS, gamification: Do theoretical blinders stymie progress in the world of instructional technology? Invited keynote address at the 25th International Florida Artificial Intelligence Research Society (FLAIRS), Marco Island, FL.

McNamara, D. S. (2012, June). From text to feedback: Leveraging data mining to build educational technologies. Invited keynote address at the 5th International Conference on Educational Data Mining (EDM), Chania, Greece.

McNamara, D. S. (2014, March). Linguistic features of text difficulty and writing quality. Invited keynote address at NTNU workshop on the Analysis of Linguistic Features, Taipei, Taiwan.

McNamara, D.S. (2015, March). Getting a big picture from big data: Use your words! Invited keynote address at the Learning Analytics and Knowledge Conference (LAK’15), Poughkeepsie, NY.

McNamara, D. S. (2015, December). The power of big data to transform education: The good, the bad, and the ugly. Invited keynote address at the 23rd International Conference on Computers in Education (ICCE’15), Hangzhou, China.

McNamara, D. S. (2017, March). The power of words and the secrets of language. Invited talk at the TEDxASU 2017: Innovators event, Tempe, AZ.

McNamara, D. S. (2019, September). Integrating advanced technologies to enhance learning. Invited keynote address at the 14th European Conference on Technology Enhanced Learning (EC-TEL), Delft, Netherlands.

McNamara, D. S. (2020, July). Chasing theory with technology: A quest to understand understanding. Invited keynote address at the 30th Annual Meeting of the Society for Text and Discourse (ST&D), Virtual Conference: International Educational Data Mining Society. [Keynote for the Distinguished Scientific Contribution Award]

McNamara, D. S. (2021, June). Interdisciplinary behavioral science: Enhancing literacy from a multidimensional perspective. Invited keynote address at the 6th International Conference on Smart Learning Ecosystems and Regional Development (SLERD), Bucharest, Romania.

Invited Conference Presentations McNamara, D. S. (1994, January). Are good texts always better? Invited paper presentation at the 5th

Annual Winter Text Conference, Jackson Hole, WY. McNamara, D. S., & Healy, A. F. (1995, April). A procedural explanation of the generation effect.

Invited paper presented for the Ellis-Battig Memory Symposium at the 65th Annual Meeting of the Rocky Mountain Psychological Association Convention, Boulder, CO.

44

McNamara, D. S. (1999, June). Learning to learn from difficult texts. Invited Hot-topics paper presented at the annual meeting of the American Psychological Society, Denver, CO.

Morgan, R., & McNamara, D. S. (2001, May). Promoting active reading strategies to improve students’ understanding of textbook material. Invited paper presented at the International Reading Association, New Orleans, LA.

McNamara, D. S., de Vega, M., & O’Reilly, T. (2003, June). Three accounts of comprehension skill and inference making: Knowledge versus capacity and suppression. Invited talk at the International Hanse-Conference on Higher Level Language Processes in the Brain, Delmenhorst, Germany.

McNamara, D. S., Levinstein, I. B., Sinclair, G., O’Reilly, T., Ozuru, Y., Best, R., Taylor, R., Rowe, M., Boonthum, C., & Pillarisetti, S. (2006, July). iSTART: An automated reading strategy tutor that helps students understand difficult texts. Invited symposium presentation at the Society for the Scientific Study of Reading (SSSR) conference, Vancouver, Canada.

McNamara, D. S. (2007, May). IIS: A marriage of computational linguistics, psychology, and educational technologies. Invited address for the Applied Natural Language Processing Special Track at the Florida Artificial Intelligence Research Society International Conference, Key West, FL.

McNamara, D. S. (2007, June). The reader and the text: Contributions to understanding. Invited presentation at Scholastic Publishers, New York, NY.

McNamara, D. S. (2007, August). Searching for coherence: The text and the reader. Invited talk at the Workshop for Discourse Processing and Representation: The Cognition of Text-Reader Interaction, Utrecht, Netherlands.

Magliano, J., Millis, K., Gilliam, S., & McNamara, D. S. (2008, April). Bridging reading assessment and training in a computer-based environment. Invited presentation at the IES/ETS Invitational Reading Assessment Conference, Philadelphia, PA.

McNamara, D. S., Graesser, A., & Louwerse, M. (2008, April). Sources of text difficulty: Across the ages and genres. Invited presentation at the IES/ETS Invitational Reading Assessment Conference, Philadelphia, PA.

McNamara, D. S. (2008, May). Using technology to increase and direct active processing in informal learning environments. Invited presentation at the Resource-Adaptive Design of Visualizations for Supporting the Comprehension of Complex Dynamics in the Natural Sciences Conference, Platja d’Aro, Spain.

McNamara, D. S. (2010, November). Leveraging technology to help students understand science. Invited colloquium presentation at the University of Maryland, College Park, MD.

Crossley, S. A., Salsbury, T., & McNamara, D. S. (2011, March). Validating lexical measures using human scores of lexical proficiency: Analytic scales, holistic scores, and computational indices. Invited presentation at the American Association for Applied Linguistics Conference, Chicago, IL.

Jarvis, S., Crossley, S. A., & McNamara, D. S. (2011, March). The validity of vocabulary measures. Invited presentation at the American Association for Applied Linguistics Conference, Chicago, IL.

McNamara, D. S. (2011, May). Coh-Metrix: Its role in readability and the case for cohesion. Panel presentation for Exploring the Common Core standards’ approach to text complexity at 57th Annual Convention of the International Reading Association, Orlando, FL.

McNamara, D. S. (2011, June). The future of natural language processing in education. Panel presentation at the at the U.S. Department of Education’s Race to the Top Assessment Program Public Meeting, Chicago, IL.

45

Roscoe, R., Kim, L., & McNamara, D. S. (2011, June). Writing Pal: An intelligent tutoring system for writing strategies, practice, and feedback. Invited talk at the Martin Institute Summer Conference: Teaching for Tomorrow, Memphis, TN.

Jackson, G. T., & McNamara, D. S. (2011, November). Natural language assessment within game-based practice. Invited presentation at the 41st Annual Meeting of the Society for Computers in Psychology, Seattle, WA.

McNamara, D. S., Roscoe, R. D., Crossley, S. A., Cai, Z., & Graesser, A. C. (2011, November). Natural language processing in a writing strategy tutoring system. Invited presentation at the 41st Annual Meeting of the Society for Computers in Psychology, Seattle, WA.

McNamara, D. S. (2012, February). Panel discussant at the Faculty Women’s Association Leadership Summit, Tempe, AZ.

McNamara, D. S., & Graesser, A. C. (2012, February). Empowering teachers with Coh-Metrix TEA: Aligning text, pedagogical goals, and students’ needs. Invited presentation at the Text Complexity Summit, Chicago, IL.

Crossley, S. A., & McNamara, D. S. (2012, March). Syntactic development in L2 writers: Means, measures, and effects on human ratings of essay quality. Colloquium at the 2012 Georgetown University Round Table (GURT), Washington, D.C.

McNamara, D. S., & Crossley, S. A. (2012, March). How important is cohesion in predicting writing quality and writing development? Connecting theory, human judgments, and computer simulations. Colloquium at the 2012 Georgetown University Round Table (GURT), Washington, D.C.

McNamara, D. S. (2012, July). Translating what we know about comprehension to educational technologies. Invited presentation at the 19th Annual Meeting for the Society for the Scientific Study of Reading, Montreal, CAN.

McNamara, D. S. (2013, April). Exploring the Common Core State Standards’ approach to text complexity, part III: Coh-Metrix. Invited presentation at the 58th Annual Convention for the International Reading Association, San Antonio, TX.

McNamara, D. S. (2013, April). Intelligent tutoring and automatic feedback systems. Panel discussant at the American Educational Research Association Conference, San Francisco, CA.

McNamara, D. S. (2014, March). Strategic reading comprehension: Behavioral, neural, and intervention studies. Invited presentation at the 2014 LA School for Education, Cognitive, and Neural Sciences, Punta del Este, Uruguay.

McNamara, D. S. (2014, April). Comprehension: Constructing a coherent representation. Invited presentation at Seoul National University of Science and Technology, Seoul, South Korea.

McNamara, D.S. (2014, June). From generating in the lab to tutoring systems in classrooms. Invited presentation at Festschrift for Alice Healy, Boulder, CO.

McNamara, D. S., Allen, L. K., & Snow, E. L. (2014, June). Natural Language Processing: Opening MOOC doors to automatic assessment and enhanced collaborative dialogue. Invited symposium presentation at the 11th Annual International Conference of the Learning Sciences, Boulder, CO.

McNamara, D. S., Snow, E. L., & Allen, L. K. (2014, June). Stealth assessment in game-based intelligent tutoring systems. Invited presentation at the Analytics for Learning and Becoming in Practice workshop at the 11th Annual International Conference of the Learning Sciences, Boulder, CO.

McNamara, D. S., Jacovina, M. E., Snow, E. L., & Dai, J. (2014, June). Authoring tools for ill-defined domains in ITSs: Flexibility and stealth assessment. Invited presentation at 2nd Annual GIFT User Symposium, Pittsburgh, PA.

46

McNamara, D. S (2014, September). Beyond cognition: Stepping up to complexity of the STEM classroom. Invited presentation at the Center for Integrative Research on Cognition, Learning, and Education (CIRCLE), St. Louis, MO.

McNamara, D. S. (2014, November). The power of natural language processing (NLP): The good, the bad and the ugly. Invited Presentation at Human Subject’s Protections in the Digital Age: IRB, Privacy and Big Data, Arlington, VA.

McNamara, D. S. (2015, December). The role of educational data and learning analytics. Invited panel presentation on Big Data and Learning Analytics at 23rd International Conference on Computers in Education, Hangzhou, China.

McNamara, D. S. (2015, November). Understanding learning using natural language processing and telemetry data. Invited presentation at the 3rd ACT Insight Analytics & Emerging Technologies Symposium, Iowa City, IA.

McNamara, D. S. (2016, April). What are we learning about learning? Invited panel presentation at the Learning Summit, Stanford, CA.

McNamara, D. S. (2017, June). Discourse analytics and intelligent mentoring. Invited presentation at the 2nd International Workshop on Intelligent Mentoring Systems at the 10th International Conference in Educational Data Mining, Wuhan, China.

McNamara, D. S. (2017, June). Challenges of using technology in the classrooms: Teachers need support. Panel presentation for Supporting Teachers in their Teaching at the 18th annual conference for Artificial Intelligence in Education, Wuhan, China.

Weston-Sementelli, J. L, J., Allen, L. K., & McNamara, D. S. (2017, June) Comprehension and writing strategy training improves performance on content-specific source-based writing tasks. Invited presentation at the18th International Conference for Artificial Intelligence in Education (AIED 2017), Wuhan, China.

McNamara, D. S. (2018, January). Panel discussant at the Media Exposure and Early Child Development Workshop, Bethesda, MD.

McCrudden, M., & McNamara, D. S. (2018, April). Get your brain to work for you! Memory strategies for success. Invited presentation at the Education Research for the Next Generation: AERA 2018 Youth Conference, New York, NY.

Brooks, C., McNamara, D. S., Poquet, O., Gibson, A., & Allred, A. (2018, March). Discourse-Centric Learning Analytics. Panel presentation at the 8th International Learning Analytics & Knowledge (LAK) Conference. Sydney, Australia.

Rose, C., Baker, R., Kay, J., Jeong, H., McNamara, D. S., Pammer-Schindler, V., Teasley, S., & Woolf, B. (2018, June). A Look into the future: Contributions from our societies. Invited panel at the London Festival of Learning, London, England.

McNamara, D. S. (2019, August). Assessment in intelligent tutoring systems using discourse. Invited presentation for the Innovations in and Applications of Stealth Assessment for Selection, Education, and Research Symposium at the Annual Meeting of the American Psychological Association, Chicago, IL.

McNamara, D. S. (2019, June). Panel Discussion for IAALDE Best Paper Session. Panel Discussant at the 13th International Conference on Computer Supported Collaborative Learning (CSCL), Lyon, France.

McNamara, D. S. (2020, April). Enhancing instruction and testing practice using natural language processing & learning analytics. Discussant at the 5th Annual Meeting of the National Council of Measurement in Education, San Francisco, CA. (Conference cancelled)

47

McNamara, D. S. (2020, June). Genres on genre. Invited paper presented at the NIAS-Lorentz International Workshop on The Paradox of Genre, Virtual Conference, Leiden, Netherlands.

McNamara, D. S. (2020, November). NLP driven tutoring systems : Testing systems and theories. Invited presentation at Worcester Polytechnic Institute. Virtual Presentation.

McNamara, D. S. (2020, November). Some really smart literacy technologies and some very large gaps. Invited presentation at Indiana University’s Bicentennial eLearning Research Symposium. Virtual Presentation.

McNamara, D. S. (2020, December). Value to the academy. Panel discussant at the Virtual Interservice, Industry, Training, Simulation, and Education Conference (vIITSEC). Virtual Conference.

McNamara, D. S. (2021, August). Reading comprehension. Invited presentation at the Interntational Joint Conference on Artificial Intellignece (IJCAI 2021) Artificial Intelligence for Education Workshop. Virtual Conference.

McNamara, D. S., & McCarthy, K. S. (2021, August). Multidimensional knowledge in text comprehension (MDK-C) framework. Invited presentation at the Cognitive Science of Learning Program Review 2021. Virtual Conference.

McNamara, D. S., & Roscoe, R. D. (2021, November). Stealth literacy assessment using games and NLP (or just more about assessing writing quality). Invited presentation at the Natural Language Processing (NLP) in Assessment, NBME Educational Virtual Conference, Virtual Conference.

Invited Grantee’s Conference Presentations McNamara, D. S. (1993, October). Revising the coherence of science texts to improve comprehension

and learning: Effects of knowledge background. Invited poster presentation at the annual grantees’ meeting of the McDonnell Foundation Program in Cognitive Studies for Educational Practice, Pittsburgh, PA.

McNamara, D. S., & Kintsch, W. (1994, November). Learning from history texts: Effects of text coherence and background knowledge. Invited poster presentation at the annual grantees’ meeting of the McDonnell Foundation Program in Cognitive Studies for Educational Practice, Berkeley, CA.

McNamara, D. S., & Shapiro, A. (1998, September). Assessing memory and understanding with latent semantic analysis. Invited paper presentation at the annual grantees’ meeting of the McDonnell Foundation Program in Cognitive Studies for Educational Practice, Boulder, CO (co-presented).

McNamara, D. S. (1998, September). Assessment: Post, predictive, and on-line. Invited paper presentation at the annual grantees’ meeting of the McDonnell Foundation Program in Cognitive Studies for Educational Practice, Boulder, CO.

McNamara, D. S., Morgan, R., & Levinstein, I. B. (2001, December). Promoting active reading strategies to improve students’ understanding of science. Invited poster presented at the National Science Foundation IERI meeting, Arlington, VA.

McNamara D. S., O’Reilly, T., Levinstein, I., Millis, K., Magliano, J., & Wiemer-Hastings, K. (2002, November). Promoting active reading strategies to improve students’ understanding of science Year 2: Working toward ISTART. Invited poster presented at The Interagency Education Research Initiative Principal Investigator Conference, Washington, D.C.

McNamara, D. S., Louwerse, M. M., Floyd, R., & Graesser, A. (2004, January). Coh-Metrix: Automated analysis of text cohesion to match readers to texts. Invited presentation at the annual IES Reading Research Program Principal Investigator Conference, Washington, D.C.

48

McNamara, D. S. (2004, September). Assessing science comprehension: Two extremes. Invited paper presented at The Interagency Education Research Initiative Principal Investigator Conference, Washington, D.C.

McNamara, D. S. (2004, September). iSTART: Interactive strategy training for active reading and thinking. Invited poster presented at The Interagency Education Research Initiative Principal Investigator Conference, Washington, D.C.

McNamara, D. S., Ozuru, Y., Rowe, M., Dempsey, K., & Sayroo, J. (2004, September). Generation and evaluation of multiple-choice questions. Invited paper presented at the Interagency Education Research Initiative Principal Investigator Conference, Washington, D.C.

McNamara, D. S., & the CSEP Lab (2005, June). iSTART: Interactive strategy training for active reading and thinking. Poster presented at the 2005 Institute of Education Sciences Research Conference, Washington, D.C.

McNamara, D. S., Ozuru, Y., Louwerse, M., & Graesser, A. (2005, June). Coh-Metrix: Automated measures of text cohesion to improve text comprehension. Poster presented at the 2005 Institute of Education Sciences Research Conference, Washington, D.C.

McNamara, D. S., Graesser, A., & Louwerse, M. (2006, June). Coh-Metrix project: An automated tool to measure text cohesion and investigations of cohesion effects on comprehension. Poster presented at the 2006 Institute of Education Sciences Research Conference, Washington, D.C.

McNamara, D. S., & Levinstein, I. (2006, June). iSTART: An interactive reading strategy tutoring system that helps adolescent readers understand challenging text. Poster presented at the 2006 Institute of Education Sciences Research Conference, Washington, D.C.

McNamara, D. S., Levinstein, I., Boonthum, C., & Pillarisetti, S. (2007, June). Developing a reading strategy ITS: Competing constraints from theory, technology, pedagogy, and experiments. Invited panel address presented at the 2007 Institute of Education Sciences Research Conference, Washington, D.C.

McNamara, D. S., McCarthy, P., Louwerse, M., & Graesser, A. (2007, June). Coh-Metrix: Automated measures of text difficulty. Poster presented at the 2007 Institute of Education Sciences Research Conference, Washington, D.C.

McNamara, D. S., & the CSEP Lab. (2007, June). iSTART: Working toward an integrated classroom reading strategy intervention. Poster presented at the 2007 Institute of Education Sciences Research Conference, Washington, D.C.

Boonthum, C., McNamara, D. S., & the CSEP Lab. (2008, June). iSTART natural language algorithms: Providing feedback to students while they practice using reading strategies. Poster presented at the 2008 Institute of Education Sciences Research Conference, Washington, D.C.

McNamara, D. S., & the CSEP Lab. (2008, June). iSTART: Working toward integrating a reading strategy system into the classroom. Poster presented at the 2008 Institute of Education Sciences Research Conference, Washington, D.C.

McNamara, D. S., Graesser, A., Kim, L., Crossley, S. Floyd, R., et al. (2009, June). The Writing-Pal: An interactive tutoring system to provide writing strategy training. Poster presented at the 2009 Institute of Education Sciences Research Conference, Washington, D.C.

McNamara, D. S., Graesser, A., Kim, L., Jackson, G. T., Raine, R. et al. (2010, June). The Writing-Pal: A writing strategy tutor. Poster presented at the 2010 Institute of Education Sciences Research Conference, Washington, D.C.

McNamara, D. S. (2014, July). Improving adult literacy through Intelligent Tutoring Games. Invited presentation at the 2014 Office of Naval Research Conference, Washington, D.C.

49

McNamara, D. S., & Johnson, A. M. (2015, October). Improving adult literacy through intelligent tutoring and games. Invited presentation at the 2015 ONR Conference for the Cognitive Science of Learning Program Review, Goleta, CA.

Jacovina, M. E., Roscoe, R. D., & McNamara, D. S. (2015, December). Instructional videos versus texts in a writing strategy tutor. Poster presented at the NCER and NCSER 2015 IES Principal Investigators Meeting, Washington, D.C.

McNamara, D. S. (2015, December). Assessing writing: The power of NLP. Invited presentation at the NCER and NCSER 2015 IES Principal Investigators Meeting, Washington, D.C.

Jacovina, M. E. Jackson, G. T., Johnson, A. M., & McNamara, D. S. (2016, December). Timing the implementation of game-based practice in a reading strategy tutor. Poster presented at the 2016 Institute of Education Sciences Research Conference, Washington, D.C.

Invited University Colloquia McNamara, D. S. (1992, December). The advantages of generating extended to multiplication skill:

Educational implications. Invited colloquia presentation at Claremont Colleges, Claremont, CA. McNamara, D. S. (1994, March). Learning from texts: Background knowledge and text structure. Invited

colloquia presentation at the University of Pittsburgh, PA. McNamara, D. S. (1995, February). When to work and when to read: Effects of prior knowledge on

learning. Invited colloquia presentations at Texas Tech University, Lubbock, TX and at Old Dominion University, Norfolk, VA.

McNamara, D. S. (1995, March). Effects of prior knowledge on learning. Invited colloquia presentation at the University of Colorado, Denver, CO.

McNamara, D. S. (1998, September). Training self-explanation and monitoring strategies. Invited colloquia presentation at the University of Colorado, Boulder, CO.

McNamara, D. S. (1998, October). Training reading strategies. Invited colloquia presentation at Old Dominion University College of Sciences, Norfolk, VA.

McNamara, D. S. (1999, February). Active processing to learn from text. Invited colloquia presentation at The University of Michigan, Ann Arbor, MI.

McNamara, D. S. (1999, June). Reading to learn and learning to read. Invited colloquia presentation at The Georgia Institute of Technology, Atlanta, GA.

McNamara, D. S. (1999, June). Strategy use and working memory capacity: A key to understanding the role of working memory in reading comprehension. Invited colloquia presentation at The Georgia Institute of Technology, Atlanta, GA.

McNamara, D. S. (2002, February). Learning from text: Effects of active processing. Invited colloquia presentation at Arizona State University, Tempe, AZ.

McNamara, D. S. (2002, March). Laboring to learn: Effects of context-induced and strategy induced active processing on learning from text. Invited colloquia presentation at the University of Memphis, TN.

McNamara, D. S. (2003, February). Improving science text comprehension. Invited colloquia presentation at Mississippi State University, Starkville, MS.

McNamara, D. S. (2004, February). Computer technologies to advance education: iSTART and Coh-Metrix. Invited presentation at Old Dominion University, Computer Science Department, Norfolk, VA.

50

McNamara, D. S., Boonthum, C., Levinstein, I. B., & Millis, K. (2004, May). Using LSA and word-based measures to assess self-explanations in iSTART. Invited paper presented at the Latent Semantic Analysis Workshop, University of Colorado, Boulder, CO.

McNamara, D. S., Cai, Z., & Louwerse, M. M. (2004, May). Comparing latent and non-latent measures of cohesion. Invited paper presented at the Latent Semantic Analysis Workshop, University of Colorado, Boulder, CO.

McNamara, D. S. (2004, December). Computer technologies to enhance reading comprehension. Invited colloquia presentation at the Harvard Graduate School of Education, Cambridge, MA.

McNamara, D. S. (2007, June). Training reading strategies and self-explanation: For whom and for what? Invited colloquium presentation at the University of Pittsburgh, PA.

McNamara, D. S. (2007, August). Scaffolding coherence in mind of the reader. Invited colloquium presentation at the Institute of Cognitive Science at University of Colorado, Boulder, CO.

McNamara, D. S. (2008, September). Cohesion and coherence: The text and the reader (or what the reverse cohesion effect is and is not). Invited colloquium presentation at the KMRC, Tubingen University, Germany.

McNamara, D. S. (2008, October). Intelligent tutoring systems to teach strategies: A combination of pedagogy, computational linguistics, and pedagogical agents. Invited colloquium presentation at TECFA, Université de Genève, Switzerland.

McNamara, D. S. (2008, October). The reverse cohesion effect: Not expertise reversal and not cognitive load. Invited colloquium presentation at the University of Koblenz-Landau, Germany.

McNamara, D. S. (2009, May). iSTART: The technology, theoretical framework, efficacy, and problems to solve. Invited colloquium presentation at the University of Maryland, College Park, MD.

McNamara, D. S. (2009, October). Working toward a Writing Pal. Invited colloquium presentation at the Institute for Research in Cognitive Science at the University of Pennsylvania, Philadelphia, PA.

McNamara, D. S. (2010, March). Teaching reading strategies using automated instructional technologies. Invited colloquium presentation at the Pennsylvania State University, University Park, PA.

McNamara, D. S. (2012, March). Integrating intelligent tutoring, natural language processing, and games for adaptive, engaging learning environments. Invited colloquium presentation at the University of Valencia, Valencia, Spain.

McNamara, D. S. (2015, April). Explanation: A key to comprehension, and maybe even changing your mind! Invited colloquium presentation at the University of California, Merced, Merced, CA.

McNamara, D. S. (2016, March). The impact of educational technologies on comprehension and writing. Invited colloquium presentation at the Pontificia Universidad Católica de Valparaíso, Viña del Mar, Chile.

McNamara, D. S. (2016, May). Adaptive educational technologies for literacy instruction. Invited colloquium presentation Fostering Literacy and Learning with Text and Data Mining symposium at the University of California, Irvine, Irvine, CA.

McNamara, D. S. (2016, April). Literacy technologies to improve science understanding. Invited colloquium presentation at Stanford School of Education Seminar, Stanford, CA.

McNamara, D. S. (2018, April). Tecnologías educacionales para la lectura y la escritura. Invited colloquium presentation at the Universidad de Concepción, Concepción, Chile.

McNamara, D. S. (2018, May). Comprehension strategy instruction in educational settings. Invited colloquium presentation at the Universidad Nacional de San Martín, Buenos Aires, Argentina.

51

McNamara, D. S. (2018, May). Encuentro Científico Interdisciplinario (ECI) 2018 Innovación, Tecnología e Impacto Social desde las Ciencias Sociales. Invited colloquium presentation, Valparaíso, Chile.

McNamara, D. S. (August, 2018). Game-based intelligent tutoring systems. Invited presentation at Leo Tolstoy Institute of Philology and Intercultural Communication, Kazan, Russia.

McNamara, D. S. (August, 2018). Introduction to the Special Issue Discourse Processes. Invited workshop presentation at the Kazan Federal University, Kazan, Russia.

McNamara, D. S., & Allen, L. K. (August, 2018). Are you reading my mind? Modeling students' reading comprehension skills with natural language processing techniques. Invited workshop presentation at the Kazan Federal University, Kazan, Russia.

McNamara, D. S. (August, 2018). Analyzing discourse processing using a Simple Natural Language Processing tool. Invited workshop presentation at the Kazan Federal University, Kazan, Russia.

McNamara, D. S. (August, 2018). The epistemic stance between the author and reader: A driving force in the cohesion of text and writing. Invited workshop presentation at the Kazan Federal University, Kazan, Russia.

McNamara, D. S. (August, 2018). The tool for the automatic analysis of text cohesion (TAACO): Automatic assessment of local, global, and text cohesion, Coh-Metrix, T.E.R.A, SiNLP, TAALES, CRAT. Invited workshop presentation at the Kazan Federal University, Kazan, Russia.

McNamara, D. S. (August, 2018). Simple Natural Language Processing tool (SiNLP). Invited workshop presentation at the Kazan Federal University, Kazan, Russia.

McNamara, D. S. (August, 2018). Simple Natural Language Processing tool (SiNLP). Invited workshop presentation for EFL teachers at the Saint Petersburg English Language Teachers’ Association, Saint Petersburg, Russia.

McNamara, D. S. (August, 2018). The tool for the automatic analysis of text cohesion (TAACO): Automatic assessment of local, global, and text cohesion. Invited workshop presentation for EFL teachers at the Saint Petersburg English Language Teachers’ Association, Saint Petersburg, Russia.

McNamara, D. S. (August, 2018). Simple Natural Language Processing tool (SiNLP). Invited workshop presentation for EFL teachers at the National Association of Teachers’ of English, Moscow, Russia.

McNamara, D. S. (September, 2018). The tool for the automatic analysis of text cohesion (TAACO): Automatic assessment of local, global, and text cohesion. Invited workshop presentation for EFL teachers at the National Association of Teachers’ of English, Moscow, Russia.

McNamara, D. S. (February, 2021). Technology, Mind, & Behavior: An open-access home for cutting-edge work on human robotics interactions. Invited presentation for the Center for Human, Artificial Intelligence, and Robotic Teaming Speaker Series at Arizona State University. Virtual presentation.

Symposia and Workshops (15) McNamara, D. S., Graesser, A. C., & Louwerse, M. M. (July, 2006). Coh-Metrix workshop. Workshop

at the 16th Annual Meeting of the Society for Text and Discourse, Minneapolis, MN. McNamara, D. S., Graesser, A. C., McCarthy, P. M., & Crossley, S. A. (August, 2010). Coh-Metrix.

Workshop at the 20th Annual Meeting of the Society for Text and Discourse, Chicago, IL. Crossley, S. A., & McNamara, D. S. (2012, March). How important is syntax in L2 writing? Using

computational indices of syntactic complexity to assess human judgments of L2 writing quality and L2 syntactic development. Workshop at the 2012 Georgetown University Round Table (GURT), Washington, D.C.

52

McNamara, D. S., & Crossley, S. A. (2012, March). Understanding judgments of second language text organization and essay quality: Human scores, automated indices of cohesion, and machine learning algorithms. Workshop at the 2012 Georgetown University Round Table (GURT), Washington, D.C.

McNamara, D. S., Crossley, S. A., & Varner, L. K. (2013, July). Designing, building, and using automated writing evaluation systems: A tutorial. Workshop at the 23rd Annual Meeting of the Society for Text and Discourse, Valencia, Spain.

Crossley, S. A. & McNamara, D. S. (2014, May). Using automated programs & approaches for test development and/or assessing productive skills. Workshop at the 11th Annual Meeting of the European Association for Language Testing and Assessment, Coventry, U.K.

Crossley, S. A., Allen, L. & McNamara, D. S. (June, 2015). The Use of Natural Language Processing Tools in Educational Data Mining. Workshop at the 8th International Conference on Educational Data Mining, Madrid, Spain.

Shum, S. B., Knight, S., McNamara, D. S., Allen, L. K., Bektik, D., & Crossley, S. A. (2016, April). Critical perspectives on writing analytics. Workshop at the 6th International Learning Analytics & Knowledge Conference, Edinburgh, U.K.

Perez, R. S., Solomon, G., McNamara, D. S., & Gray, W. D. (2016). Brain science and education: Is it still a bridge too far? In J. Trueswell, A. Papafragou, D. Grodner, & D. Mirman (Eds.), Symposium at the 38th Annual Meeting of the Cognitive Science Society (pp. 45-46). Austin, TX: Cognitive Science Society.

McNamara, D. S. (April, 2018). Literacidad y tecnologías computacionales. One-week workshop at the Universidad de Concepción, Concepción, Chile.

Lee, H., McNamara, D. S., Bracey, Z. B., Liu, O. L., Gerard, L., Sherin, B., Wilson, C., Pallant, A., Linn, M., Haudek, K. C., & Osborne, J. (2019). Computerized text analysis: Assessment and research potentials for promoting learning. In Lund, K., Niccolai, G., Lavoué, E., Hmelo-Silver, C., Gweon, G., and Baker, M. (Eds.). Symposium at the 13th International Conference on Computer Supported Collaborative Learning (CSCL) 2019, Volume 2 (pp. 743-750). Lyon, France: International Society of the Learning Sciences.

McNamara, D. S. (2019, November). Chair, Presidential symposium for the Annual Meeting of the Society of Computers and Psychology (SCiP), Montreal, Canada.

McNamara, D. S. (2019, December). How do diverse groups of readers learn to comprehend texts deeply? Symposium conducted at the Annual Meeting of the Literacy Research Association (LRA), Tampa, FL.

McNamara, D. S. (2020, April). Data mining and self-regulated learning: Aligning constructs with measurement. Symposium conducted at the Annual Meeting of the American Educational Research Association (AERA), San Francisco, CA.

McNamara, D. S. (2020, June). Co-organizer, NIAS-Lorentz International Workshop on The Paradox of Genre, Virtual Conference, Leiden, Netherlands.

Note: The NIAS-Lorentz International Workshop on The Paradox of Genre was moved to a virtual format (June 8-10, 2020).

Refereed Conference Presentations (see also Refereed Proceedings Articles in Publications) McNamara, D. S., Turner, M. L., & Lynch, D. (1988, November). Working memory: Do we rely on one

central working memory or separate systems? Paper presented at the Association for Psychological and Education Research, Kansas, Emporia, KS.

53

McNamara, D. S., & Ackerman, P. D. (1989, April). Hemispheric specialization phenomenon as a function of handedness. Poster presented at the 35th Annual Meeting of the Southwestern Psychological Association, Houston, TX.

McNamara, D. S., & Turner, M. L. (1989, April). The theory of a unitary working memory system re-examined. Poster presented at the 35th Annual Meeting of the Southwestern Psychological Association, Houston, TX.

McNamara, D. S., & Turner, M. L. (1989, April). The modality effect: Is this effect caused by visual interference? Paper presented at the 35th Annual Meeting of the Southwestern Psychological Association, Houston, TX.

McNamara, D. S., & Healy, A. F. (1991, April). A generation advantage for difficult multiplication problems: A procedural explanation. Paper presented at the 61st Annual Meeting of the Rocky Mountain Psychological Association, Denver, CO.

Doane, S. M., McNamara, D. S., Kintsch, W., & Polson, P. G. (1991, November). Action planning: The role of prompts in command production. Poster presented at the 32nd Annual Meeting of the Psychonomic Society Inc., San Francisco, CA.

McNamara, D. S., & Healy, A. F. (1991, November). A generation advantage for multiplication skill and nonword vocabulary acquisition. Paper presented at the 32nd Annual Meeting of the Psychonomic Society Inc., San Francisco, CA.

McNamara, D. S., Kintsch, W., Kintsch, E., & Songer, N. B. (1992, January). Revising science texts to improve comprehension. Poster presented at the 3rd Annual Winter Text Conference, Jackson Hole, WY.

McNamara, D. S., & Kintsch, W. (1993, January). The roles of text coherence and background knowledge in learning from texts. Paper presented at the 4th Annual Winter Text Conference, Jackson Hole, WY.

McNamara, D. S. (1993, November). Text coherence, background knowledge, and levels of understanding in learning from text. Poster presented at the 34th Annual Meeting of the Psychonomic Society Inc., Washington, D.C.

McNamara, D. S., & Kintsch, W. (1994, November). Learning from history texts: Effects of text coherence and background knowledge. Poster presented at the 35th Annual Meeting of the Psychonomic Society Inc., St. Louis, MO.

McNamara, D. S. (1995, January). A history text revisited: Effects of prior knowledge and text coherence. Poster presentation at the 6th Annual Winter Text Conference, Jackson Hole, WY.

McNamara, D. S., & Ingerman, E. M. (1995, November). Prior knowledge, recall strategy, and the generation effect: A procedural account. Poster presented at the 36th Annual Meeting of the Psychonomic Society Inc., Los Angeles, CA.

McNamara, D. S. (1996, July). Laboring to learn: Text induced active processing. Paper presented at the Sixth Annual Meeting of the Society for Text and Discourse, San Diego, CA.

McNamara, D. S. (1996, November). Comprehension skill: A knowledge-based account. Poster presented at the 37th Annual Meeting of the Psychonomic Society Inc., Chicago, IL.

Eischeid, T. M., McNamara, D. S., & Hayes, B. (1997, May). Effects of presentation order during training on subsequent retention of multiplication problems. Paper presented at the 75th Annual Meeting of the Virginia Academy of Science, Blacksburg, VA.

Rosenacker, S. A., & McNamara, D. S. (1997, May). Identifying and sorting key concepts: Improving text comprehension and assessing reader understanding. Paper presented at the 75th Annual Meeting of the Virginia Academy of Science, Blacksburg, VA.

54

McNamara, D. S., Eischeid, T. M., & Hayes, B. C. (1997, November). Optimizing skill training: Effects of contextual interference and prior knowledge. Poster presented at the 38th Annual Meeting of the Psychonomic Society Inc., Philadelphia.

Bess, T. L., McNamara, D. S., & Healy, A. F. (1998, May). The generation effect: Problem type and strategy use. Paper presented at the 76th Annual Meeting of the Virginia Academy of Science, Fairfax, VA. (Paper honored as Best Student Paper presentation).

Scott, J. L., & McNamara, D. S. (1998, May). Training on chaining and its effects on working memory. Paper presented at the 76th Annual Meeting of the Virginia Academy of Science, Fairfax, VA.

McNamara, D. S. (1998, July). Self-explanation: Effects of practice, prior knowledge, and reading skill. Paper presented at the 8th Annual Meeting of the Society for Text and Discourse, Madison, WI.

McNamara, D. S. (1998, August). Training self-explanation strategies: Effects of prior domain knowledge and reading skill. Member poster presented at the 20th Annual Meeting of the Cognitive Science Society, Madison, WI.

McNamara, D. S. (1998, November). Self-explanation: Effects of training, prior domain knowledge, and reading skill. Poster presented at the 39th Annual Meeting of the Psychonomic Society Inc., Dallas, TX.

Scott, J. L., & McNamara, D. S. (1999, April). Strategy use and its effects on working memory task performance. Paper presented at the 30th Annual Virginia Psychological Association Convention, Virginia Beach, VA.

Arnold, O. A., & McNamara, D. S. (1999, May). Learning from sequential texts: Effects of text coherence, prior knowledge and reading skill. Paper presented at the 77th Annual Virginia Academy of Science Conference, Norfolk, VA.

Scott, J. L., & McNamara, D. S. (1999, May). The use of strategies and their effect on working memory task performance. Paper presented at the 77th Annual Virginia Academy of Science Conference, Norfolk, VA.

McNamara, D. S., & Scott, J. L. (1999, August). Is it memory or is it metamemory? Understanding the relationship between working memory capacity and reading comprehension. Paper presented at the 9th Annual Meeting of the Society for Text and Discourse, Vancouver, Canada.

Millis, K. K., Magliano, J. P., Wiemer-Hastings, K., & McNamara, D. S. (2001, May). Using LSA in a computer-based test of reading comprehension. Paper presented at the International Conference on Artificial Intelligence in Education, San Antonio, TX.

Magliano, J. P., Millis, K. K., Wiemer-Hastings, K., & McNamara, D. S. (2001, July). Using LSA to reveal reader strategies. Paper presented at the 11th Annual Meeting of the Society for Text and Discourse, Santa Barbara, CA.

Magliano, J. P., Munoz, B. D., Millis, K. K., Wiemer-Hastings, K., & McNamara, D. S. (2001, November). Using latent semantic analysis to assess reader strategies. Presented at the 31st Annual Meeting of the Society of Computers in Psychology, Orlando, FL.

McNamara, D. S., Coyne, J. T., & McDaniel, M. A. (2001, November). Comprehension skill: Suppression versus knowledge activation. Paper presented at the 42nd Annual Meeting of the Psychonomic Society Inc., Orlando, FL.

Kurby, C. A., Wiemer-Hastings, K., Ganduri, N., the NIU Discourse Technology Group, & McNamara, D. S. (2002, January). Evaluating a new LSA space for natural sciences. Paper presented at the 14th Annual Meeting of the Winter Conference on Discourse, Text, and Cognition, Jackson Hole, WY.

55

Cottrell, K. G., & McNamara, D. S. (2002, March). Cognitive precursors to science comprehension: Identifying factors that predict science comprehension and course performance. Paper presented at the 80th Annual Meeting of the Virginia Academy of Sciences, Hampton, VA.

Levinstein, I. B., McNamara, D. S., & Morgan, R. (2002, April). A computerized tutor for promoting active reading through training, practice, and feedback. Paper presented at the International Reading Association, San Francisco, CA.

Cottrell, K. G., & McNamara, D. S. (2002, June). Cognitive precursors to science comprehension: Identifying factors that predict science comprehension and course performance. Poster presented at the 12th Annual Meeting of the Society for Text and Discourse, Chicago, IL.

Magliano, J., the NIU Discourse Technology Group, & McNamara, D. S. (2002, June). Changing how we learn from text: Assessing the impact of self-explanation-reading training. Paper presented at the 12th Annual Meeting of the Society for Text and Discourse, Chicago, IL.

McNamara, D. S. (2002, June). SERT: Self-explanation reading training. Paper presented at the 12th Annual Meeting of the Society for Text and Discourse, Chicago, IL.

O’Reilly, T., & McNamara, D. S. (2002, June). What’s a science student to do? Poster presented at the 12th Annual Meeting of the Society for Text and Discourse, Chicago, IL.

O’Reilly, T., & McNamara, D. S. (2002, November). Good texts can be better for active readers. Text coherence effects: Interactions of prior knowledge and reading skill. Poster presented at the 43rd Annual Meeting of the Psychonomic Society Inc., Kansas City, MO.

McNamara, D. S. (2003, April). SERT: Self-explanation reading training. Paper presented at the 84th Annual Meeting of the American Educational Research Association, Chicago, IL.

Millis, K., Kim, H. K., Todaro, S., Magliano, J. P., Wiemer-Hastings, K., & McNamara, D. S. (2003, June). Identifying reading strategies using LSA. Paper presented at the 13th Annual Meeting of the Society for Text and Discourse, Madrid, Spain.

McNamara, D. S., O’Reilly, T., & Hu, X. (2003, June). Strategic readers tackle science text: Effects of text cohesion, domain knowledge, and reading ability on science text comprehension. Paper presented at the 13th Annual Meeting of the Society for Text and Discourse, Madrid, Spain.

Todaro, S., Kurby, C., Magliano, J. P., McNamara, D. S., Millis, K. K., & Wiemer-Hastings, K. (2003, June). The impact of text constraints, knowledge, and reading training on general reading strategies. Poster presented at the 13th Annual Meeting of the Society for Text and Discourse, Madrid, Spain.

McNamara, D. S., Levinstein, I. B., Millis, K., Magliano, J. P., & Wiemer-Hastings, K. (2003, August). iSTART: Interactive strategy trainer for active reading and thinking. Paper presented at the 25th Annual Meeting of the Cognitive Science Society, Boston, MA.

McNamara, D. S., Scerbo, M., Baldwin, C., & Risser, M. (2003, October). Cognitive perspectives on DataLink. Symposium paper presented at the Human Factors and Ergonomics Society 47th Annual Meeting, Denver, CO.

Risser, M. R., Scerbo, M. W., Baldwin, C. L., & McNamara, D. S. (2003, October). Implementing speech and simulated data link commands: The role of task interference and message length. Paper presented at the Human Factors and Ergonomics Society 47th Annual Meeting, Denver, CO.

Graesser, A. C., McNamara, D. S., Louwerse, M. M., & Cai, Z. (2003, November). Coh-Metrix: Analysis of text on cohesion and language. Paper presented at the 33rd Annual Meeting of the Society for Computers in Psychology, Vancouver, Canada.

McNamara, D. S., & Levinstein, I. B. (2003, November). iSTART: Interactive strategy trainer for active reading and thinking. Paper presented at the 33rd Annual Meeting of the Society for Computers in Psychology, Vancouver, Canada.

56

McNamara, D. S., & O’Reilly, T. (2003, November). Self-explanation and reading strategy training: Overcoming knowledge deficits. Paper presented at the 44th Annual Meeting of the Psychonomic Society Inc., Vancouver, Canada.

Millis, K., Wiemer-Hastings, K., Magliano, J., & McNamara, D. S. (2003, November). Computer based strategies for assessing reading strategies. Paper presented at the 33rd Annual Meeting of the Society for Computers in Psychology, Vancouver, Canada.

Best, R. M., Floyd, R. G., & McNamara, D. S. (2004, April). Understanding the fourth-grade slump: Comprehension difficulties as a function of reader aptitudes and text genre. Paper presented at the 85th Annual Meeting of the American Educational Research Association, San Diego, CA.

McNamara, D. S. (2004, April). Promoting active reading strategies to improve undergraduate students’ comprehension of science. Paper presented at the 85th Annual Meeting of the American Educational Research Association, San Diego, CA.

McNamara, D. S., Levinstein, I., Todaro, S., Magliano, J., & O’Reilly, T. (2004, April). iSTART: Interactive strategy training for active reading and thinking. Paper presented at the 85th Annual Meeting of the American Educational Research Association, San Diego, CA.

O’Reilly, T. P., Sinclair, G. P., & McNamara, D. S. (2004, April). Reading strategy training: Automated versus live. Paper presented at the 85th Annual Meeting of the American Educational Research Association, San Diego, CA.

Best, R., O’Reilly, T., & McNamara, D. S. (2004, August). Self-explanation reading training: Effects for low knowledge readers. Paper presented at the 14th Annual Meeting of the Society for Text and Discourse, Chicago, IL.

Louwerse, M., McNamara, D. S., Graesser, A., & Cai, Z. (2004, August). Local and global cohesion measures and their effects on text processing. Paper presented at the 14th Annual Meeting of the Society for Text and Discourse, Chicago, IL.

Magliano, J. P., Todaro, S. A., McNamara, D. S., Kurby, C. C., & Millis, K. K. (2004, August). Less is more: The impact of reading skill on elaboration during the comprehension of scientific texts. Paper presented at the 14th Annual Meeting of the Society for Text and Discourse, Chicago, IL.

Todaro, S., Magliano, J. P., McNamara, D. S., Kurby, C., & Millis, K. K. (2004, August). Knowledge and text-based constraints on thinking aloud. Poster presented at the 14th Annual Meeting of the Society for Text and Discourse, Chicago, IL.

Todaro, S. A., Magliano, J. P., Millis, K. K., McNamara, D. S., & Kurby, C. C. (2004, August). Intra-clause constraints in think-aloud protocols. Member poster presented at the 26th Annual Meeting of the Cognitive Science Society, Chicago, IL.

Bruss, M., Albers, M., & McNamara, D. S. (2004, September). Changes in scientific articles over two hundred years: A Coh-Metrix analysis. Paper presented at the 22nd Annual International Conference on Computer Documentation, Memphis, TN.

Dufty, D. F., McNamara, D., Louwerse, M., Cai, Z., & Graesser, A. C. (2004, September). Automated evaluation of aspects of document quality. Paper presented at the 22nd Annual International Conference on Computer Documentation, Memphis, TN.

Magliano, J., Todaro, S., Millis, K., Kim, H. J., & McNamara, D. S. (2004, November). A comparison of live and computerized reading strategy training. Paper presented at the 34th Annual Meeting of the Society for Computers in Psychology, Minneapolis, MN.

McNamara, D. S., O’Reilly, T. P., & Sinclair, G. P. (2004, December). iSTART: A web-based reading strategy intervention that improves students’ science comprehension. Paper presented at the IADIS International Conference, Cognition and Exploratory Learning in Digital Age: CELDA 2004, Lisbon, Portugal.

57

McNamara, D. S., Ozuru, Y., Louwerse, M. M., & Graesser, A. (2005, January). Coh-Metrix: An automated measure of cohesion. Paper presented at the 16th Annual Winter Text Conference, Jackson Hole, WY.

McNamara, D. S., Graesser, A., Louwerse, M., & Ozuru, Y. (2005, June). Using Coh-Metrix to measure cohesion. Poster presented at the annual American Psychological Society convention, Los Angeles, CA.

Dufty, D., Hempelmann, C., Graesser, A., Cai, Z., & McNamara, D. S. (2005, July). An algorithm for detecting causal and intentional information in text. Poster presented at the 15th Annual Meeting of the Society for Text and Discourse, Amsterdam, Netherlands.

Kim, J., Waldo, L., Sinclair, G., & McNamara, D. S. (2005, July). Are animated agents helpful in teaching reading strategies in a computer environment? Poster presented at the 15th Annual Meeting of the Society for Text and Discourse, Amsterdam, Netherlands.

McNamara, D. S. Graesser, A., Louwerse, M., & Ozuru, Y. (2005, July). Using Coh-Metrix to measure cohesion. Poster presented at the 15th Annual Meeting of the Society for Text and Discourse, Amsterdam, Netherlands.

Albers, M., & McNamara, D. S. (2005, October). Textual coherence indicators in freshmen composition writing: A Coh-Metrix analysis. Poster presented at the 32nd Annual Council for Programs in Technical and Scientific Communications, Lubbock, TX.

McNamara, D. S., & the CSEP Lab. (2006, April). iSTART: An automated reading tutor for higher-level strategies. Symposium paper presented at the 87th Annual Meeting of the American Educational Research Association, San Francisco, CA.

Graesser, A. C., McNamara, D., & VanLehn, K. (2006, April). Deep comprehension strategies through Point&Query, AutoTutor, and iSTART. Symposium paper presented at the 87th Annual Meeting of the American Educational Research Association, San Francisco, CA.

Bell, C. M., McCarthy, P. M., & McNamara, D. S. (2006, July). Variations in language use across gender: Biological versus sociological theories. Poster presented at the 16th Annual Meeting of the Society for Text and Discourse, Minneapolis, MN.

Bellissens, C., & McNamara, D. S. (2006, July). Using fuzzy logic to simulate human ratings of self-explanations in iSTART. Poster presented at the 16th Annual Meeting of the Society for Text and Discourse, Minneapolis, MN.

Briner, S. W., McCarthy, P. M., & McNamara, D. S. (2006, July). Automating text propositionalization: An assessment of AutoProp. Member abstract presented at the 28th Annual Conference of the Cognitive Science Society, Vancouver, Canada.

Crossley, S. A., McCarthy, P. M., Lewis, G. A., Dufty, D. F., & McNamara, D. S. (2006, July). Detecting manipulated texts. Member poster presented at the 28th Annual Conference of the Cognitive Science Society, Vancouver, Canada.

Dempsey, K. B., McCarthy, P. M., & McNamara, D. S. (2006, July). Identifying text genres using phrasal verbs. Member poster presented at the 28th Annual Conference of the Cognitive Science Society, Vancouver, Canada.

Duran, N. D., & McNamara, D. S. (2006, July). It’s about time: Discriminating differences in temporality between genres. Poster presented at the 16th Annual Meeting of the Society for Text and Discourse, Minneapolis, MN.

Hall, C., Lewis, G. A., McCarthy, P. M., Lee, D. S., & McNamara, D. S. (2006, July). Language in law: Using Coh-Metrix to assess differences between American and English/Welsh. Member poster presented at the 28th Annual Conference of the Cognitive Science Society, Vancouver, Canada.

58

Lightman, E. J., McCarthy, P. M., Dufty, D. F., & McNamara, D. S. (2006, July). Using Coh-Metrix to assess the structural organization of narratives. Poster presented at the 16th Annual Meeting of the Society for Text and Discourse, Minneapolis, MN.

McCarthy, P. M., Graesser, A. C., & McNamara, D. S. (2006, July). Distinguishing genre using Coh-Metrix indices of cohesion. Poster presented at the 16th Annual Meeting of the Society for Text and Discourse, Minneapolis, MN.

McCarthy, P. M., Lightman, E. J., Dufty, D. F., & McNamara, D. S. (2006, July). Using Coh-Metrix to assess distributions of cohesion and difficulty: An investigation of the structure of high-school textbooks. Member poster presented at the 28th Annual Conference of the Cognitive Science Society, Vancouver, Canada.

O’Reilly, T., Taylor, R. S., Duran, N., & McNamara, D. S. (2006, July). Beyond the science domain: The transfer of reading strategies to non-expository text. Poster presented at the 16th Annual Meeting of the Society for Text and Discourse, Minneapolis, MN.

Taylor, R. S., & McNamara, D. S. (2006, July). Interest in the domain of science: Impact on expository science text self-explanation quality. Poster presented at the 16th Annual Meeting of the Society of Text and Discourse, Minneapolis, MN.

Taylor, R. S., Sinclair, G. P., & McNamara, D. S. (2006, August). Reducing the constraints of readers’ text interest: Impact of strategy training on interest, understanding, and self-explanation quality. Paper presented at the European Association for Research on Learning and Instruction SIG 2 Biennial Meeting, Nottingham, U.K.

Crossley, S. A., & McNamara, D. S. (2006, October). Identifying text simplification: Means and meaning. Poster presented at the annual Second Language Research Forum, University of Washington, Seattle, WA.

Crossley, S. A., & McNamara, D. S. (2006, October). Identifying text types: The case of humans and machines. Presentation at the annual Second Language Research Forum, University of Washington, Seattle, WA.

Bell, C. M., McCarthy, P. M., & McNamara, D. S. (2006, November). Using a computational linguistic approach to investigate gender and linguistic variations. Paper presented at the 36th Annual Meeting of the Society for Computers in Psychology, Houston, TX.

Dempsey, K., Ozuru, Y., & McNamara, D. S. (2006, November). Expected question difficulty effects on comprehension: Interactions with reader ability. Poster presented at the 47th Annual Meeting of the Psychonomic Society, Houston, TX.

Duran, N., McCarthy, P. M., Hancock, J., & McNamara, D. S. (2006, November). Discovering where the truth lies: Using Coh-Metrix to detect deception in text. Paper presented at the 36th Annual Meeting of the Society for Computers in Psychology, Houston, TX.

Jeon, M., Graesser, A. C., McNamara, D. S., Louwerse, M., & Cai, Z. (2006, November). Analysis of tutorial dialogue on cohesion and language with Coh-Metrix. Paper presented at the 47th Annual Meeting of the Psychonomic Society, Houston, TX.

Graesser, A. C., & McNamara, D. S. (2006, November). Discourse and natural language technologies. Symposium at the 36th Annual Meeting of the Society for Computers in Psychology, Houston, TX.

Levinstein, I. B., Boonthum, C., Pillarisetti, S. P., & McNamara, D. S. (2006, November). iSTART 2: Improvements for efficiency and effectiveness. Paper presented at the 36th Annual Meeting of the Society for Computers in Psychology, Houston, TX.

Lightman, E. J., McCarthy, P. M., Dufty, D. F., & McNamara, D. S. (2006, November). Using Coh-Metrix to analyze the lyrics of suicidal and non-suicidal songwriters. Poster presented at the 52nd Anniversary Convention of the Tennessee Psychological Association, Nashville, TN.

59

McCarthy, P., Renner, A., Duncan, M., Duran, N., Lightman, E., & McNamara, D. S. (2006, November). Computationally identifying topic sentences: Comparing the derived model to the free model. Paper presented at the 36th Annual Meeting of the Society for Computers in Psychology, Houston, TX.

McNamara, D. S., Louwerse, M., Floyd, R., Ozuru, Y., Best, R., & Graesser, A. C. (2006, November). The Coh-Metrix project: Interactive effects of the reader and text on comprehension. Paper presented at the 47th Annual Meeting of the Psychonomic Society, Houston, TX.

Renner, A. M., McCarthy, P. M., & McNamara, D. S. (2006, November). Identifying topic sentences with humans and Coh-Metrix in a context-free study. Poster presented at the 52nd Anniversary Convention of the Tennessee Psychological Association, Nashville, TN.

Crossley, S. A., Hall, C., McCarthy, P. M., & McNamara, D. S. (2007, March). Means and meaning of identifying text simplification. Paper presented at the Teachers of English to Speakers of Other Languages (TESOL) 40th Annual Convention, Seattle, WA.

Duran, N. D., Bellissens, M. C., McCarthy, P. M., & McNamara, D. S. (2007, July). What makes a text more or less difficult? Using Coh-Metrix to identify text difficulty. Paper presented at the 17th Annual Meeting of the Society for Text and Discourse, Glasgow, Scotland.

Ozuru, Y., Briner, S., Best, R., & McNamara, D. S. (2008, March). Effects of text cohesion and self-explanation on the comprehension of science texts. Paper presented at the 89th Annual Meeting of the American Educational Research Association, New York, NY.

Crossley, S. A., Salsbury, T., & McNamara, D. S. (2008, April). Using latent semantic analysis to investigate the growth of L2 lexical networks. Paper presented at the American Association for Applied Linguistics Annual Conference, Washington, D.C.

Salsbury, T., Crossley, S. A., & McNamara, D. S. (2008, April). Psycholinguistic word information in second language oral discourse. Paper presented at the American Association for Applied Linguistics Annual Conference, Washington, D.C.

Azevedo, R., Witherspoon, A., Graesser, A. C., McNamara, D. S., Rus, V., Cai, Z., & Lintean, M. (2008, November). MetaTutor: An adaptive hypermedia system for training and fostering self-regulated learning about complex science topics. Paper presented at the 38th Annual Meeting of the Society for Computers in Psychology, Chicago, IL.

Crossley, S. A., Miller, N. C., McCarthy, P. M., & McNamara, D. S. (2008, November). Distinguishing between low and high proficiency essays using cognitively-inspired computational indices. Paper presented at the 38th Annual Meeting of the Society for Computers in Psychology, Chicago, IL.

Duran, N. D., Dale, R., & McNamara, D. S. (2008, November). Does your arm know when you’re lying? Paper presented at the 49th Annual Meeting of the Psychonomic Society, Chicago, IL.

Duran, N. D., Dale, R., & McNamara, D. S. (2008, November). The continuous dynamics of false responding. Paper presented at the 38th Annual Meeting of the Society for Computers in Psychology, Chicago, IL.

Lassonde, K. A., O’Brien, E. J., & McNamara, D. S. (2008, November). High-skilled readers resonate; Low-skilled readers minimalize. Poster presented at the 49th Annual Meeting of the Psychonomic Society, Chicago, IL.

McCarthy, P. M., Guess, R. H., Myers, J. C., & McNamara, D. S. (2008, November). The constituents of paraphrasing evaluations. Paper presented at the 38th Annual Meeting of the Society for Computers in Psychology, Chicago, IL.

Ozuru, Y., Briner, S., Curby, C. A., & McNamara, D. S. (2008, November). Comparing multiple-choice and open-ended questions in memory based reading comprehension assessment. Poster presented at the 49th Annual Meeting of the Psychonomic Society, Chicago, IL.

60

McNamara, D. S. (2009, April). Translating advances in reading comprehension research to educational practice. Paper presented at the 90th Annual Meeting of the American Educational Research Association, San Diego, CA.

Graesser, A. C., Han, L., Moongee, J., Myers, J. C., Kaltner, J., Cai, Z., McCarthy, P. M., Shala, L., Louwerse, M., Hu, X., Rus, V., McNamara, D. S., Hancock, J., Chung, C., & Pennebaker, J. (2009, July). Cohesion and classification of speech acts in Arabic discourse. Paper presented at the 19th Annual Meeting of the Society for Text and Discourse, Rotterdam, Amsterdam, Netherlands.

McNamara, D. S. (2009, August). Discussant: Measuring learning strategies: What are we measuring? Paper presented at the 13th Biennial Conference of the European Association for Research on Learning and Instruction, Amsterdam, Netherlands.

McNamara, D. S. (2009, August). Teaching strategies using automated instructional technology. Paper presented at the 13th Biennial Conference of the European Association for Research on Learning and Instruction, Amsterdam, Netherlands.

McNamara, D. S. (2009, August). Text cohesion, individual differences, and active processing. Paper presented at the 13th Biennial Conference of the European Association for Research on Learning and Instruction, Amsterdam, Netherlands.

Crossley, S. A., Renner, A., & McNamara, D. S. (2009, November). Semantic spaces in Writing Pal: Empirical studies, lesson development, and automatic feedback. Poster presented at the 39th Annual Meeting of the Society for Computers in Psychology, Boston, MA.

Crossley, S. A., White, M. J, McCarthy, P. M., & McNamara, D. S. (2009, November). The effects of elaboration and cohesion on human evaluations of writing proficiency. Poster presented at the 39th Annual Meeting of the Society for Computers in Psychology, Boston, MA.

Ozuru, Y. Kurby, C. A., & McNamara, D. S. (2009, November). Variability in the correlates of metacomprehension judgments: The effects of task types and individual differences. Poster presented at the 50th Annual Meeting of the Psychonomic Society, Boston, MA.

Renner, A. M. & McNamara, D. S. (2009, November). Diagrams: Not for everyone. Poster presented at the 50th Annual Meeting of the Psychonomic Society, Boston, MA.

McNamara, D. S. & Crossley, S. A. (2010, January). The role of cohesion in writing. Paper presented at the 35th Annual Interdisciplinary Conference, Jackson Hole, WY.

McNamara, D. S. (2010, April). Intelligent tutoring systems to improve reading and writing. Paper presented at the 91st Annual Meeting of the American Educational Research Association, Denver, CO.

Boonthum-Denecke, C., Magliano, J. P., McCarthy, P. M., Jackson, G. T., & McNamara, D. S. (2010, November). Automatic natural language processing and the detection of comprehension processes. Paper presented at the 40th Annual Meeting of the Society for Computers in Psychology, St. Louis, MO.

Dempsey, K., Jackson, G. T., Boonthum-Denecke, C., & McNamara, D. S. (2010, November). Pursuit of balance: The trade-off between engagement and learning. Paper presented at the 40th Annual Meeting of the Society for Computers in Psychology, St. Louis, MO.

Magliano, J. P., Higgs, K., Vidal-Abarca, E., & McNamara, D. S. (2010, November). Using computer assessment tools to study task-oriented reading. Poster presented at the 40th Annual Meeting of the Society for Computers in Psychology, St. Louis, MO.

Dempsey, K., Jackson, G. T., & McNamara, D. S. (2010, June). MiBoard: Creating a virtual environment from a physical environment. Poster presented at the 10th International Conference on Intelligent Tutoring Systems: Bridges to Learning, Pittsburg, PA.

61

Jackson, G. T., Boonthum-Denecke, C., & McNamara, D. S. (2010, June). The efficacy of iSTART extended practice: Low ability students catch up. Poster presented at the 10th International Conference on Intelligent Tutoring Systems: Bridges to Learning, Pittsburg, PA.

McNamara, D. S., & Crossley, S. A. (2011, January). Capturing coherence in writing. Paper presented at the 36th Annual Interdisciplinary Conference, Jackson Hole, WY.

McNamara, D. S., & Roscoe, R. (2011, February). The Writing-Pal: An interactive tutoring system that provides writing strategy instruction and game-based practice. Paper presented at the 4th International Conference on Writing Research across Borders II, Washington, D.C.

Jackson, G. T., & McNamara, D. S. (2011, April). Natural language assessment within game-based practice. Paper presented at the 92nd Annual Meeting of the American Educational Research Association, New Orleans, LA.

McNamara, D. S., Graesser, A. C., Cai, Z., & Kulikowich, J. M. (2011, April). Coh-Metrix easability components: Aligning text difficulty with theories of text comprehension. Paper presented at the 92nd Annual Meeting of the American Educational Research Association, New Orleans, LA.

Jackson, G. T., & McNamara, D. S. (2011, June). Enjoyment of a game-based intelligent tutoring system. Paper presented at the Games, Learning, and Society Conference, Madison, WI.

Smith, G. G., McNamara, D. S., Jackson, G. T., & Johnson-Glenberg, M. (2011, June). Digital text, computer games, and comprehension. Paper presented at the Games, Learning, and Society Conference, Madison, WI.

Crossley, S. A., & McNamara, D. S. (2011, August). Predicting expert ratings of essay quality: A Coh-Metrix analysis. Paper presented at the 14th Biennial Conference of the European Association for Research on Learning and Instruction, Exeter, U.K.

Kulikowich, J. M., McNamara, D. S., Graesser, A. C., & Alexander, P. A. (2011, August). Multidimensionality of reading comprehension variables: Topics in theory and methodology. Paper presented at the 14th Biennial Conference of the European Association for Research on Learning and Instruction, Exeter, U.K.

McNamara, D. S., Graesser, A. C., & Kulikowich, J. M. (2011, August). Coh-Metrix measures of text difficulty: Moving towards improving comprehension assessment. Paper presented at the 14th Biennial Conference of the European Association for Research on Learning and Instruction, Exeter, U.K.

McNamara, D. S., Roscoe, R. D., Jackson, G. T., Dai, J., Raine, R., Brandon, R., Weston, J. L., Kim, L., Graesser, A. C., & Crossley, S. A. (2011, August). The Writing-Pal: An intelligent tutoring system to provide writing strategy training. ICT demonstration presented at the 14th Biennial Conference of the European Association for Research on Learning and Instruction, Exeter, U.K.

Brandon, R. D., Roscoe, R. D., Jackson, G. T., Dempsey, K. B., & McNamara, D. S. (2011, November). Persistence, performance, and perception: An analysis of games in a writing strategy ITS. Paper presented at the 41st Annual Meeting of the Society for Computers in Psychology, Seattle, WA.

Roscoe, R. D., Varner (Allen), L. K., Weston, J. L., & McNamara, D. S. (2011, November). Mixed-method usability testing and development of the writing pal intelligent tutor. Paper presented at the 41st Annual Meeting of the Society for Computers in Psychology, Seattle, WA.

Varner (Allen), L. K., Roscoe, R. D., & McNamara, D. S. (2011, November). Linguistic alignment of student and teacher holistic ratings of essay quality. Paper presented at the 41st Annual Meeting of the Society for Computers in Psychology, Seattle, WA.

McNamara, D. S. (2012, April). The epistemic stance between the author and reader: A driving force in the cohesion of text and writing. Paper presented at the International Symposium on Knowledge and Discourse, Barcelona, Spain.

62

Higgs, K., Magliano, J., Vidal-Abarca, E., McNamara, D. S., & Martinez, T. (2012, July). Using technology to study task-oriented reading comprehension. Poster presented at the 19th Annual Meeting for the Society for the Scientific Study of Reading, Montreal, Canada.

McNamara, D. S., & Graesser, A. C. (2012, July). Coh-Metrix, Text Easability Assessor and assessments of Common Core Standards. Paper presented at the 19th Annual Meeting for the Society for the Scientific Study of Reading, Montreal, Canada.

He, X., Li, H., Wei, Y., & McNamara, D. S. (2012, July). The two-phase model of processing time shifts in text reading: Evidence from behavioral and eye movement experiments. Poster presented at the 22nd Annual Meeting for the Society for Text and Discourse, Montreal, Canada.

Crossley, S. A., & McNamara, D. S. (2012, September). Using rhetorical, contextual, and linguistic indices to predict writing quality. Presentation at the 10th Annual Conference on Technology for Second Language Learning (TSLL), Aimes, IA.

Snow, E. L., Jackson, G. T., & McNamara, D. S. (2013, January). Interactive features impact on student attention and performance within an ITS. Paper presented at the 38th Annual Interdisciplinary Conference, Jackson Hole, WY.

Crossley, S. A., Yang, H. S., & McNamara, D. S. (2013, March). What’s simple about simplified texts? What computational and psycholinguistic experiments tell us about text comprehension and text processing. Presentation at the Annual American Association for Applied Linguistics, Dallas, TX.

Brandon, R. D., Roscoe, R. D., Jackson, G. T., & McNamara, D. S. (2013, April). What’s in a game’s name? Task framing, learning, and enjoyment in an educational game. Paper presented at the 2013 Annual Meeting of the American Educational Research Association, San Francisco, CA.

McNamara, D. S., Kulikowich, J. M., & Graesser, A. C. (2013, April). Text complexity: The importance of theory and dimensionality in reading assessment. Roundtable discussion at the Annual Conference of the American Education Research Association (AERA), San Francisco, CA.

McNamara, D. S., Roscoe, R. D., & Crossley, S. A. (2013, April). Automated scoring and feedback in the Writing Pal: An intelligent, game-based, writing strategy tutoring. Interactive poster symposium at the Annual Conference of the American Education Research Association (AERA), San Francisco, CA.

Roscoe, R. D., Snow, E. L., Long, K., & McNamara, D. S. (2013, April). Feedback and revising in an intelligent tutoring system for writing strategies. Paper presented at the 2013 Annual Meeting of the American Educational Research Association, San Francisco, CA.

Snow, E. L., Jackson, G. T., & McNamara, D. S. (2013, April). Positive and negative consequences of off-task avatar personalization within an educational game. Paper presented at the 2013 Annual Meeting of the American Educational Research Association, San Francisco, CA.

Weston, J. L., Roscoe, R., Floyd, R. G., & McNamara, D. S. (2013, April). The WASSI (Writing Attitudes and Strategies Self-Report Inventory): Reliability and validity of a new self-report writing inventory. Poster presented at the 2013 Annual Meeting of the American Educational Research Association, San Francisco, CA.

McNamara, D. S. (2013, May). Training students in generating explanations. In J. J. Williams (chair), Enhancing education: The role of comparing and explaining examples in promoting abstraction and transfer. Symposium conducted at the annual convention of the Association for Psychological Science, Washington, D.C.

Crossley, S. A., Varner (Allen), L. K., & McNamara, D. S. (2013, July). How important is the prompt? A study of prompt-based cohesion effects in essay writing. Paper presented at the 23rd Annual Meeting of the Society for Text and Discourse, Valencia, Spain.

63

Varner (Allen), L. K., Jackson, G. T., Snow, E. L., & McNamara, D. S. (2013, July). Reading components and their relation to the writing process. Paper presented at the 23rd Annual Meeting of the Society for Text and Discourse, Valencia, Spain.

Varner (Allen), L. K., Roscoe, R. D., Crossley, S. A., & McNamara, D. S. (2013, July). Developing pedagogically-guided threshold algorithms for intelligent automated essay feedback. Poster presented at the 23rd Annual Meeting of the Society for Text and Discourse, Valencia, Spain.

Varner (Allen), L. K., Roscoe, R. D., & McNamara, D. S. (2013, July). Evaluative misalignment of student and teacher criteria for essay quality: An automated textual analysis. Paper presented at the 23rd Annual Meeting of the Society for Text and Discourse, Valencia, Spain.

Snow, E. L., Jackson, G. T., Varner (Allen), L. K., & McNamara, D. S. (2013, November). Learning isn’t random: Assessing how students’ expectations moderate behaviors that affect learning. Poster presented at the Annual Meeting of the Psychonomic Society, Toronto, Canada.

Snow, E. L., Varner (Allen), L. K., Jackson, G. T., & McNamara, D. S. (2013, November). We're watching you: Using random walks and probability trajectories to profile system users. Paper presented at the 43rd Annual Meeting of the Society for Computers in Psychology, Toronto, Canada.

Varner (Allen), L. K., Crossley, S., Snow, E. L., & McNamara, D. S. (2013, November). You are your words: Linguistic correlates of cognitive task performance. Poster presented at the Annual Meeting of the Psychonomic Society, Toronto, Canada.

Varner (Allen), L. K., Snow, E. L., Crossley, S., & McNamara, D. S. (2013, November). Whad’ya say? Examining linguistic correlates of student’s abilities. Paper presented at the 43rd Annual Meeting of the Society for Computers in Psychology, Toronto, Canada.

Jung, Y. J., Crossley, S. A., & McNamara, D. S. (2014, March). Linguistic features in MELAB writing task performances. Poster presented at the Annual American Association for Applied Linguistics Conference, Portland, OR.

Jung, Y. J., Crossley, S. A., & McNamara, D. S. (2014, July). Linguistic features in MELAB writing task performances. Paper presented at the Korea Association of Teachers of English (KATE) 2014 international conference, hosted by Seoul National University, Seoul, South Korea.

Allen, L. K., Snow, E. L., & McNamara, D. S. (2014, August). In other words: Investigating the role of lower and higher-level cognitive skills in the properties of written essays. Paper presented at the annual meeting of the Society for Text and Discourse. Chicago, IL.

Allen, L. K., Snow, E. L., & McNamara, D. S. (2014, August). Let's take a walk: An investigation into the role of flexibility in the relation between cohesion and essay quality. Paper presented at the annual meeting of the Society for Text and Discourse. Chicago, IL.

Allen, L. K., Snow, E. L., & McNamara, D. S. (2014, August). You've got style: Examining the links between writing flexibility and creativity. Paper presented at the Society for Text and Discourse. Chicago, IL.

Jacovina, M., Snow, E. L., & McNamara, D. S. (2014, August). Cognitive reflection as a predictor of reading strategy acquisition. Paper presented at the annual meeting of the Society for Text and Discourse. Chicago, IL.

Snow, E. L., Allen, L. K., & McNamara, D. S. (2014, August). The dynamic use of narrative in writing: Assessing writing flexibility using entropy. Paper presented at the annual meeting of the Society for Text and Discourse. Chicago, IL.

Snow, E. L., Allen, L. K., & McNamara, D. S. (2014, August). Who’s in control?: Self-regulated behaviors and self-explanation quality. Paper presented at the annual meeting of the Society for Text and Discourse. Chicago, IL.

64

Allen, L. K., Roscoe, R. D., Snow, E. L., & McNamara, D. S. (2014, November). Gains in metacognitive awareness and writing proficiency in an intelligent tutoring system for writing. Paper presented at the 44th Annual Meeting of the Society for Computers in Psychology, Long Beach, CA.

Allen, L. K., Snow, E. L., & McNamara, D. S. (2014, November). Let’s take a walk: An investigation into the role of flexibility in the relation between cohesion and essay quality. Poster presented at the Annual Meeting of the Psychonomic Society, Long Beach, CA.

Jacovina, M. E., Snow, E. L., Allen, L. K., Roscoe, R. D., & McNamara, D. S. (2014, November). Classroom implementation of Writing Pal: Linking system interactions and individual differences. Paper presented at the 44th Annual Meeting of the Society for Computers in Psychology, Long Beach, CA.

Jacovina, M. E., Snow, E. L., Allen, L. K., Roscoe, R. D., & McNamara, D. S. (2014, November). Educational lesson formats: The appeal of animated videos versus illustrated texts. Poster presented at the Annual Meeting of the Psychonomic Society, Long Beach, CA.

Snow, E. L., Allen, L. K., Jacovina, M. E., & McNamara, D. S. (2014, November). Does agency matter?: Path analysis within a game-based system. Paper presented at the 44th Annual Meeting of the Society for Computers in Psychology, Long Beach, CA. Winner of 2014 Best Student Paper.

Snow, E. L., Allen, L. K., Jacovina, M. E., & McNamara, D. S. (2014, November). Does control matter?: Agency in a game-based Intelligent Tutoring System. Poster presented at the Annual Meeting of the Psychonomic Society, Long Beach, CA.

Russel, D. G., Snow, E. L., Allen, L. K., & McNamara, D. S. (2014, November). Monitoring behavior in a game-based tutoring system. Paper presented at the 44th Annual Meeting of the Society for Computers in Psychology, Long Beach, California.

Allen, L. K., Crossley, S. A., Snow, E. L., Jacovina, M. E., Perret, C. A., & McNamara, D. S. (2015, July). Am I wrong or am I right? Gains in monitoring accuracy in an intelligent tutoring system for writing. Paper presented at the annual meeting of the Society for Text and Discourse, Minneapolis, MN.

Allen, L. K., McNamara, D. S., & McCrudden, M. T. (2015, July). Change your mind: Investigating the effects of self-explanation in the resolution of misconceptions. Paper presented at the annual meeting of the Society for Text and Discourse, Minneapolis, MN.

Crossley, S. A., Rose, D. F., & McNamara, D. S. (2015, July). That noun phrase is beneficial, but this is not: Discourse cohesion and text processing. Paper presented at the annual meeting of the Society for Text and Discourse, Minneapolis, MN.

Jacovina, M. E., Allen, L. K., Snow, E. L., & McNamara, D. S. (2015, July). Capturing the writing process: Keystroke logging in a writing tutor. Paper presented at the annual meeting of the Society for Text and Discourse, Minneapolis, MN.

Berger, C. M., Skalicky, S., Crossley, S. A., & McNamara, D. (2015, December). Using computational linguistic indices to predict humor in academic writing. Poster presentation at the 2015 Atlanta Computational Social Science Workshop, Atlanta, GA.

Skalicky, S., Crossley, S. A., McNamara, D., & Moulder, K. (2015, December). Linguistic features of creativity and elaboration. Poster presented at the 2015 Atlanta Computational Social Science Workshop, Atlanta, GA.

Allen, L. K., Roscoe, R. D., Crossley, S. A., Snow, E. L., Jacovina, M. E., & McNamara, D. S. (2016, April). The role of computer-based writing instruction on the accuracy of students' performance monitoring. Poster presented at the 2016 Annual Meeting of the American Educational Research Association, Washington, DC.

65

Fu, H., McNamara, D. S., Van Eck, R. N., Dai, J., & Snow, E. L. (2016, April). Improving nonnative English speakers' reading proficiency using the Intelligent Tutoring System Interactive Strategy Training for Active Reading and Thinking-Motivationally Enhanced (iSTART-ME). Poster presented at the roundtable session on Exploring Ideas to Work With At-Risk Students at the 2016 Annual Meeting of the American Educational Research Association, Washington, D.C.

McNamara, D. S., Jacovina, M. E., & Allen, L. K. (2016, April). Individual differences in higher order thinking in reading comprehension. Poster presented at the structured poster session titled Reconceptualizing Individual Differences in Reading at the 2016 Annual Meeting of the American Educational Research Association, Washington, D.C.

Stamper, J., Lui, R., Davenport, J., Sherin, B., & McNamara, D. S. (2016, April). Beyond Tutor Logs: Exploring Multiple Streams of Data to Identify Self-Regulated Learning. Poster presented at the structured poster session titled Self-Regulated Learning Analytics: Aligning Data and their Treatment to the Assumptions of Theory at the 2016 Annual Meeting of the American Educational Research Association, Washington, D.C.

Sullins, J. R., Neely, D., Acuff, S., McNamara, D. S., & Hu, X. (2016, April). Training learners to become efficient question askers using animated agents in a various learning environment. Poster presented at the 2016 Annual Meeting of the American Educational Research Association, Washington, D.C.

Allen, L. K., Jacovina, M. E., Dascalu, M., Roscoe, R., Kent, K. M., Likens, A., & McNamara, D. S. (2016, July). Capturing the writing process: Keystroke logging in a writing tutor. Poster presented at the 26th annual meeting of the Society for Text and Discourse, Kassel, Germany.

Allen, L. K., Jacovina, M. E., & McNamara, D. S. (2016, July). Cohesive features of deep text comprehension processes. Poster presented at the 26th annual meeting of the Society for Text and Discourse, Kassel, Germany.

Allen, L. K., Perret, C. A., & McNamara, D. S. (2016, July). Linguistic signature of cognitive processes during writing. Paper presented at the 26th annual meeting of the Society for Text and Discourse, Kassel, Germany.

Mihai, D., Allen, L. K., McNamara, D. S., & Trausan-Matu, S. (2016, July). Modeling comprehension processes via automated analyses of dialogism. Paper presented at the 26th annual meeting of the Society for Text and Discourse, Kassel, Germany.

Skalicky, S., Crossley, S. A., McNamara, D. S., & Muldner, K. (2016, July). Predicting creativity in task-based problem solving using linguistic features. Poster presented at the 26th annual meeting of the Society for Text and Discourse, Kassel, Germany.

McNamara, D. S. (2016, August). Bridges from brain science to reading: Some key ingredients of a direct translation. In R. S. Perez (chair), Brain science and education: Is it still a bridge too far? Symposium conducted at the 38th Annual Meeting of the Cognitive Science Society. Philadelphia, PA.

Allen, L. K., Jacovina, M. E., Dascalu, M., Roscoe, R., Kent, K. M., & McNamara, D. S. (2016, November). Capturing the writing process: Keystroke logging in a writing tutor. Paper presented at 46th Annual Meeting of the Society for Computers in Psychology (SCiP). Boston, MA.

Magliano, J. P., Allen, L., Feller, D., Millis, K. K., & McNamara, D. S. (2016, November). Rethinking RSAT: Exploring the relationships between reading strategies and cohesion in think-aloud protocols. In X. Hu (chair), Autotutor. Symposium conducted at the 46th Annual Meeting of the Society for Computers in Psychology (SCiP). Boston, MA.

McNamara, D. S. (2016, November) Art history. In X. Hu (chair), Autotutor. Symposium conducted at the 46th Annual Meeting of the Society for Computers in Psychology (SCiP). Boston, MA.

66

Johnson, A. M., Tighe, E., Jacovina, M. E., & McNamara, D. S. (2017, April). Where do we go from here? An interactive narrative for adult literacy learners. Poster presented at the 2017 Annual Meeting of the American Educational Research Association, San Antonio, TX.

Tighe, E., Johnson, A. M., & McNamara, D. S. (2017, April). Predicting adult literacy students' reading comprehension: Variations by assessment type. Paper presented at the 2017 Annual Meeting of the American Educational Research Association, San Antonio, TX. Exemplary Paper Award at the Adult Literacy and Adult Education SIG

Allen, L. K., Perret, C. A., Guerrero, T., & McNamara, D. S. (2017, July). You talkin' to me? The role of audience in the generation of explanations. Poster presented at the 27th Annual Meeting of the Society for Text and Discourse, Philadelphia, PA.

Allen, L. K., Perret, C. A., Likens, A., & McNamara, D. S. (2017, July). Recurrence quantification analysis as a method for analyzing comprehension dynamics. Paper presented at the 27th Annual Meeting of the Society for Text and Discourse, Philadelphia, PA.

Kopp, K. J., Johnson, A. M., Crossley, S. A., & McNamara, D. S. (2017, July). Ask the right questions: Natural language processing indices to predict question quality. Poster presented at the 27th annual meeting of the Society for Text and Discourse. Philadelphia, PA.

Likens, A. D., McCarthy, K. S., Allen, L. K., & McNamara, D. S. (2017, November). Let’s walk about that: Random walk analyses contextualize performance in an intelligent tutoring system. Paper presented at the Meeting for the Society for Computers in Technology (SCiP), Vancouver, Canada.

McCarthy, K. S., Balyan, R., & McNamara, D. S. (2017, July). A successful marriage of machine learning and natural language processing to assess literary text comprehension. Poster presented at the 27th annual meeting of the Society for Text and Discourse. Philadelphia, PA.

McCarthy, K. S., Guerrero, T. A., Kent, K. M., Allen, L. K., McNamara, D. S., Chao, S., Steinberg, J., O'Reilly, T., & Sabatini, J. (2017, July). Learning from texts in a scenario-based assessment: General and topic-specific background knowledge. Paper presented at the 27th annual meeting of the Society for Text and Discourse. Philadelphia, PA.

McCarthy, K. S., Hinze, S. R., & McNamara, D. S. (2017, November). Self-explanation enhances retrieval practice effects. Poster presented at the Annual Meeting of the Psychonomic Society, Vancouver, Canada.

McCarthy, K. S., Perret, C. A., Likens, A. D., Johnson, A. M., Guerrero, T. A., & McNamara, D. S. (2017, November). Stairstepper: Adapting iSTART for adult literacy learners. Paper presented at the Meeting for the Society for Computers in Technology (SCiP), Vancouver, Canada.

Perret, C. A., McCarthy, K. S., & McNamara, D. S. (2017, September). StairStepper: Self-explanation training for standardized test practice in iSTART. Paper presented at Connecting Language, Interaction, and Education in Digital Environments (CLIEDE 2017) Workshop, Philadelphia, PA.

Skalicky, S., Crossley, S. A., Dascalu, M., McNamara, D. S., & Muldner, K. (2017, July). Measuring collaboration during creative problem solving using linguistic features. Poster presented at the 27th annual meeting of the Society for Text and Discourse. Philadelphia, PA.

Semere, W., Crossley, S., Karter, A. J., Lyles, C., McNamara, D., Liu, J., & Schillinger, D. (April, 2018). Caregiving for patients with diabetes in the era of online patient portals: findings from the ECLIPPSE study. Poster presented at the Society of General Internal Medicine Annual Meeting. Denver, CO.

Malbran, C., Soto, C., McCarthy, K. S., Barreyro, J. P., Olmos, R., Fonseca, L., McNamara, D. S., & Simian, M. (2018, July). iSTART-E: A Spanish web-based reading comprehension strategy trainer.

67

Presented at the Annual Meeting of the Society for the Scientific Study of Reading (SSSR), Brighton, U.K.

McCarthy, K. S., Johnson, A. M., Watanabe, M., & McNamara, D. S. (2018, July). Adapting text difficulty to support reading comprehension in an intelligent tutoring system. Presented at the Annual Meeting of the Society for the Scientific Study of Reading (SSSR), Brighton, U.K.

Paraschiv, I. C., Dascalu, M., McNamara, D. S., & Trausan-Matu, S. (2018, July). Towards a comprehensive automated model of comprehension. Paper presented at the 28th Annual Meeting of the Society for Text & Discourse, Brighton, U.K.

Watanabe, M., McCarthy, K. S., & McNamara, D. S. (2018, July). Combating misconceptions about natural selection with self-explanation. Poster presented at the Annual Meeting of the Society for Text and Discourse (ST&D), Brighton, U.K.

Soto, C., McCarthy, K. S., Dai, J., & McNamara, D. S. (2018, November). Improving reading comprehension in Spanish using iSTART-E. Paper presented at the World Conference of Computer Assisted Language Learning (WorldCALL), Concepcion, Chile.

Allen, L. K., Likens, A. D., & McNamara, D. S. (2018, November). A Multi-dimensional analysis of students’ writing flexibility. Poster presented at the Annual Meeting of the Psychonomic Society, New Orleans, LA.

McCarthy, K. S., Hinze, S. R., McCrudden, M. T., & McNamara, D. S. (2018, November). Effects of online and offline explanation strategies in the comprehension of scientific texts. Poster presented at the Annual Meeting of the Psychonomic Society, New Orleans, LA.

McCarthy, K. S., Johnson, A. M., Watanabe, M., & McNamara, D. S. (2018, November). Implementing the outer loop in iSTART: Adapting text difficulty as feedback. Poster presented at the Meeting for the Society for Computers in Technology (SCiP), New Orleans, LA.

Perret, C. P., Likens, A. D., & McNamara, D. S. (2018, November). Text availability in comprehension and integration of multiple texts. Poster presented at the Annual Meeting of the Psychonomic Society, New Orleans, LA.

Allen, L. K., McCarthy, K., Perret, C. A., Magliano, J., & McNamara, D. S. (2019, July) Argue me sophisticated; describe me coherently: A computational linguistic analysis of prompt differences in source-based writing. Paper presented at the 29th Annual Meeting of the Society for Text and Discourse (ST&D), New York, NY.

McCarthy, K., & McNamara, D. S. (2019, July). Multidimensional Knowledge (MDK): A prior knowledge framework. Poster presented at the 29th Annual Meeting of the Society for Text and Discourse (ST&D), New York, NY.

McCarthy, K., McNamara, D. S., Solnyshkina, M., Tarasova, F., & Kuprivanov, R. (2019, July). The Russian language test: Towards assessing comprehension in Russian. Poster presented at the 29th Annual Meeting of the Society for Text and Discourse (ST&D), New York, NY.

McCarthy, K., Watanabe, M., Perret, C. A., McNamara, D. S., Steinberg, J., Dreier, K., O'Reilly, T., & Sabatini, J. (2019, July). Multiple dimensions of background knowledge in a scenario-based assessment. Poster presented at the 29th Annual Meeting of the Society for Text and Discourse (ST&D), New York, NY.

Perret, C. A., Likens, A., & McNamara (2019, July). Integrating across texts: Availability matters. Paper presented at the 29th Annual Meeting of the Society for Text and Discourse (ST&D), New York, NY.

Watanabe, M., & McNamara, D.S. (2019, July). Combating Misconceptions about Natural Selection with Self-Explanation. Poster presented at the 29th Annual Meeting of the Society for Text and Discourse (ST&D), New York, NY.

68

Proske, A., McCarthy, K., Hinze, S., Narciss, S., & McNamara, D.S. (2019, September). Retrieve, self-explain, or just re-read? Conditions and effects of prompting specific learning activities in text learning. Poster presented at the paEpsy 2019 conference, Leipzi, Germany.

Balyan, R., McCarthy, K. S., Allen, L. K., Crossley, S. A., & McNamara, D. S. (2019, November). Toward automated assessment of source-based essays. Paper presented at the Annual Meeting of the Society for Computers in Psychology (SCiP), Montreal, Canada.

McCarthy, K. S., Allen, L. K., McNamara, D. S., & Magliano, J. P. (2019, November). Effect of relevancy and importance judgments on a multiple document writing task. Poster presented at the Annual Meeting of the Psychonomics Society, Montreal, Canada.

McNamara, D. S. (2019, November). The new APA open-source journal: Technology, mind, and behavior. Poster presented at the Annual Meeting of the Society for Computers in Psychology (SCiP), Montreal, Canada.

Perret, C. A., Balyan, R., & McNamara, D. S. (2019, November). Predicting argumentation sentence types of source-based essays using natural language processing and machine learning techniques. Poster presented at the Annual Meeting of the Society for Computers in Psychology (SCiP), Montreal, Canada.

Perret, C. A., Balyan, R., & McNamara, D. S. (2019, November). Predicting different sentence types of source-based essays using Natural Language Processing and Machine Learning techniques. Poster presented at the Annual Meeting for the Society of Computers in Psychology (SCiP), Montreal, QC.

Watanabe, M., Perret, C. A., Dai, J., & McNamara, D. S. (2019, November). Creating a multiple-document reading module for iSTART. Poster presented at the Annual Meeting of the Society for Computers in Psychology (SCiP), Montreal, Canada.

Allen, L. K., Watanabe, M., & McNamara, D. S. (2020, July). Exploring individual differences in adult discourse comprehension and production. Poster presented at the Annual Meeting of the Society for Text and Discourse (ST&D). Virtual Conference, Atlanta, GA.

Creer, S. D., McCarthy, K. S., Magliano, J. P., McNamara, D. S., & Allen, L. K. (2020, July). Self-explanation vs. think aloud: What natural language processing can tell us. Paper presented at the Annual Meeting for the Society for Text and Discourse (ST&D), Virtual Conference, Atlanta, GA.

Kaldes, G., Tighe, E., Johnson, A., & McNamara, D. S. (2020, July). Mediating effects of inferencing on the relation between component skills and reading comprehension of struggling adult readers: Variations by assessment type. Paper presented at the Annual Meeting for the Society for Text and Discourse (ST&D). Virtual Conference, Atlanta, GA.

McCarthy, K. S., Steinberg, J., Dreier, K., O’Reilly, T., Sabatini, J., & McNamara, D. S. (2020, July). Revisiting the reverse cohesion effect: Influences of text cohesion, prior knowledge, and foundational reading skill on scenario-based comprehension. Paper presented at the Annual Meeting for the Society for Text and Discourse (ST&D), Virtual Conference, Atlanta, GA.

Solnyshkina, M., McCarthy, K. S., Zaikin, A., Solovyev, V., Andreeva, M., & McNamara, D. S. (2020, July). The effects of text cohesion on Russian students’ recall performance. Poster presented at the Annual Meeting for the Society for Text and Discourse (ST&D), Virtual Conference, Atlanta, GA.

Wan, Q., Crossley, S., Allen, L. K., & McNamara, D. S. (2020, July). Automated claim detection in argumentative essays and their relationship with writing quality. Paper presented at the Annual Meeting of the Society for Text and Discourse (ST&D), Virtual Conference, Atlanta, GA.

Watanabe, M., & McNamara, D. S. (2020, July). Enhancing students’ ability to correct misconceptions in natural selection with refutational texts and self-explanation training. Poster presented at the Annual Meeting for the Society for Text and Discourse (ST&D), Virtual Conference, Atlanta, GA.

69

McNamara, D. S., & Kurtzman, H. (2020, August). Behind the scenes of Technology, mind, and behavior (TMB) journal. Presented at the American Psychological Association 2020 Virtual Convention, Virtual Conference.

McNamara, D. S. (2020, October). Delivering transformational teaching and research in a new world. Presented at the Digital Transformation Forum, Virtual Conference: Kazan, Russia.

Schillinger, D., Balyan, R., Crossley, S. A., McNamara, D. S., & Karter, A. J. (2020, October). Validity of a computational linguistics-derived automated health literacy measure across race / ethnicity: Findings from the ECLIPPSE project. Paper presented at the Health Literacy Research Conference (HARC). Virtual Conference.

McNamara, D. S. (2020, November). A conversation with Dr. Danielle McNamara, editor of Technology, Mind, and Behavior. Presented at the Technology, Mind, & Society Showcase, Virtual Conference.

Balyan, R., McNamara, D. S., Crossley, S. A., Liu, J. Y., Karter, A. J., & Schillinger, D. (2020, November). Reducing computational complexity and enhancing transportability in machine learning: Findings from the ECLIPPSE project. Paper presented at the Annual Meeting of the Society for Computation in Psychology (SCiP), Virtual Conference.

Banawan, M., Perret, C. A., Oncel, P., Creer, S., McNamara, D. S., & Allen, L. K. (2020, November). Cohesion and action: NLP reveals principal components of COVID-19 tweets. Paper presented at the Annual Meeting of the Society for Computation in Psychology (SCiP), Virtual Conference.

Creer, S. D., McCarthy, K. S., Perret, C. A., McNamara, D. S., Magliano, J. P., & Allen, L. K. (2020, November). Cohesion and coherence: Using natural language processing techniques to examine successful comprehension processes. Paper presented at the Annual Meeting of the Society for Computation in Psychology (SCiP), Virtual Conference.

Shin, J., Balyan, R., Banawan, M., Leite, W. L., & McNamara, D. S. (2020, November). Combining discourse analysis and natural language processing: Revealing patterns of pedagogical communication in algebra tutoring. Paper presented at the Annual Meeting of the Society for Computation in Psychology (SCiP), Virtual Conference.

Sonia, A. N., McCarthy, K. S., Magliano, J. P., McNamara, D. S., & Allen, L. K. (2020, November). Natural language processing as a tool for examining task and learner effects in source-based writing. Paper presented at the Annual Meeting of the Society for Computation in Psychology (SCiP), Virtual Conference.

Wan, Q., Crossley, S. A., Allen, L, K., McNamara, D. S. (2020, November). Predicting the quality of source-based essays using citation- and quotation-related features. Paper presented at the Annual Meeting of the Society for Computation in Psychology (SCiP), Virtual Conference.

Watanabe, M., McNamara, D. S., & Allen, L. K. (2020, November). Unveiling causal reasoning to refute misconceptions with NLP. Paper presented at the Annual Meeting of the Society for Computation in Psychology (SCiP), Virtual Conference.

Butterfuss, R., Orcutt, E., Fang, Y., Kendeou, P., & McNamara, D. S. (2021, April). You pick’em: Selecting main ideas versus deleting details. Paper presented at roundtable session for Motivational Processes at the Annual Meeting of the American Educational Research Association (AERA), Virtual Conference.

McNamara, D. S. (2021, April). What we know about the dance between reader, text, and task in reading comprehension. Symposium at the Annual Meeting of the American Educational Research Association (AERA), Virtual Conference (Discussant).

70

Leite, W. L, Michailidis, G., Xing, W., Cavanaugh, C., McNamara, D. S., D'Mello, S. K., & Huggins-Manley, A. C. (2021, April). Precision education: Experiences of the virtual learning lab. Presentation at the Annual Meeting of the American Educational Research Association (AERA), Virtual Conference.

Shin, J., Balyan, R., Banawan, M., Leite, W. L., & McNamara, D. S. (2021, April). Theory-driven natural language processing: Revealing distinct pattenrs of pedagogical communication in algebra tutoring. Poster presented at the Annual Meeting of the American Education al Research Association (AERA), Virtual Conference.

Banawan, M., Balyan, R., Shin, J., Leite, W., & McNamara, D. S. (2021, June). Linguistic features of discourse within an Algebra Online discussion board. Poster presented at the Annual Meeting of Educational Data Mining (EDM), Paris, France.

Butterfuss, R., Arner, T., Hsu, C., O’Loughlin, C., McNamara, D. S., & Allen, L. (2021, August). Attitude-inconsistent tweets reduce memory for subsequent information. Poster presented at the Annual Meeting of the Society for Text and Discourse (ST&D), Virtual Conference. https://easychair.org/smart-program/STD2021/2021-08-03.html#talk:176320

Flynn, L., Magliano, J., McCarthy, K., McNamara, D. S., & Allen, L. (2021, August). Predicting cohesive comprehension based on individual differences and genre effects. Paper presented at the Annual Meeting of the Society for Text and Discourse (ST&D), Virtual Conference.

Harsch, R., Kendeou, P., & McNamara, D. (2021, August). Adult categorization of questions about a text by source of answer and importance to main ideas. Poster presented at the Annual Meeting of the Society for Text and Discourse (ST&D), Virtual Conference. https://easychair.org/smart-program/STD2021/2021-08-05.html#talk:176348

Sonia, A. N., Magliano, J. P., McCarthy, K. S., Creer, S. D., McNamara, D. S., & Allen, L. K. (2021, August). Cohesion and coherence-building in multiple document comprehension. Paper presented at the Annual Meeting of the Society for Text and Discourse (ST&D), Virtual Conference.

Wan, Q., Crossley, S., Allen, L., & McNamara, D. S. (2021, August). A differential N-gram use measure for automated essay scoring. Poster presented at the Annual Meeting of the Society for Text and Discourse (ST&D), Virtual Conference. https://easychair.org/smart-program/STD2021/2021-08-05.html#talk:176351

Watanabe, M., & McNamara, D. (2021, August). Examining the effects of self-explanation on students’ inference generation and conceptual change. Poster presented at the Annual Meeting of the Society for Text and Discourse (ST&D), Virtual Conference. https://easychair.org/smart-program/STD2021/2021-08-05.html#talk:176345

NOTE: Conference Presentations with associated refereed proceedings articles are not cross- listed. Thus, presentations at conferences such as the Cognitive Science Society, AIED, EDM, LAK, ECTEL, ICLS, CSCL, ITS, and FLAIRS are listed as Proceedings Articles: Please see Publications for additional conference presentations.

71

TEACHING EXPERIENCE SUBJECT Undergraduate (U), Graduate (G) INSTITUTION Cognitive Psychology (U) University of Colorado, Boulder Human Cognition (U) Old Dominion University Experimental Methods (U) Old Dominion University Learning and Memory (G) Old Dominion University Thinking and Cognitive Processes (U) University of Memphis Cognitive Science Seminar: Knowledge Acquisition (G) University of Memphis Human Memory (G) University of Memphis Cognitive Science Seminar: Reading Strategies (G) University of Memphis Mind, Brain, and Intelligence (U) University of Memphis Graduate Experimental Design and Methods (G) University of Memphis Cognitive Science Seminar: Cognitive Science (G) University of Memphis Memory and Cognition (U) Arizona State University Text and Discourse Comprehension (G) Arizona State University Educational Technologies for Reading and Writing (G) Arizona State University Achieving Academic Success (U) Current Issues in Cognitive Science (G)

Arizona State University Arizona State University

72

UNIVERSITY SERVICE

UNIVERSITY COMMITTEE/ACTIVITY PERIOD Old Dominion University Master’s Program Committee 1996–1999 Old Dominion University Human Factors Faculty Search Committee (ODU) 1998, 2001 Old Dominion University Modeling and Simulation Faculty Committee 1998–1999 Old Dominion University Undergraduate Retention Committee 1998–1999 Old Dominion University Faculty Affairs Committee 1998–2000 Old Dominion University Strategic Planning Committee 1999 Old Dominion University Annual Funds Committee 1999 Old Dominion University Executive Committee 1999–2001 Old Dominion University Graduate Program Directors Committee 1999–2001 Old Dominion University Graduate Program Committee 1999–2001 Old Dominion University Chair, Master’s Program 1999–2001 Old Dominion University I/O Committee 2001–2002 Old Dominion University Chair, I/O Marketing Committee 2001–2002 University of Memphis Member, IIS Faculty Search Committee 2002–2003 University of Memphis Chair, Cognitive Psychology Search Committee 2004–2006 University of Memphis Cognitive Area Director 2004–2008 University of Memphis Member, Chair of Excellence Search Committee 2006–2007 University of Memphis Member, IIS Associate Director Search Committee 2006–2007 University of Memphis University Writing and Learning Focus Area Group 2004 University of Memphis University Learning Technologies Focus Area Group 2005–2006 University of Memphis University Standing Committee on Program Assessment 2006–2009 University of Memphis University Faculty Mentorship Program 2006–2011 University of Memphis University Standing Committee for Awarding the Honorary Degree 2007–2009 University of Memphis Director of Institute for Intelligent Systems 2009–2011 Arizona State University LSI Faculty Search Committee 2011–2013 Arizona State University Barrett, Honors College Faculty 2012– Arizona State University Arizona State University

LSI/ISTL Advisory Board Committee Member Regents Professor Selection Committee

2014–2018 2020-2022

OUTREACH

PROJECT PARTICIPANTS PERIOD SPONSORSHIP Learning Bridge Summer School Inner City Summer School Students 2002 NSF IERI Germantown Remedial Reading Course Germantown High School Students 2004–2005 NSF IERI

73

PROFESSIONAL SERVICE Society/Organization/Journal COMMITTEE/EDITORIAL BOARD/OFFICE PERIOD Technology, Mind, and Behavior Founding Editor 2019- Journal of Educational Psych Associate Editor 2008-2011 TopiCS (CogSci Journal) Associate Editor 2008-2016 Cognitive Science Journal Associate Editor 2006–2011 International Journal of Artificial Intelligence in Education (IJAIED)

Associate Editor 2013-2020

Journal of Learning and Instruction Associate Editor 2017-2020

American Educational Research Association

Conference: AERA 2013 Conference Division C Section 3b Co-Chair 2005-2006

American Educational Research Association

Conference: AERA 2013 Conference Division C Section 2a Chair 2012-2013

American Educational Research Association

Conference: AERA 2013 Division C Graduate Student Mentor 2013

Cognitive Science Conference Conference: CogSci 2007 Conference Chair 2006–2007 Memory & Cognition Journal Consulting Editor (previously served as Ad-hoc Reviewer) 1999–2005 Discourse Processes Journal Editorial Board (previously served as Ad-hoc Reviewer) 2002– JEP:LMC (Journal) Consulting Editor (previously served as Ad-hoc Reviewer) 2002–2008

Society for Text and Discourse Governing Board Member 2002–2008, 2012

Cognitive Science Society Governing Board Member 2006–2011 Society for Computers in Psychology (SCIP) Governing Board Member 2009-2011

Society for Text and Discourse Governing Board Member (President) 2013- Society for Computers in Psychology (SCiP) Governing Board Member (President) 2018-

International Alliance to Advance Learning in the Digital Era

Governing Board and Founding Member 2017-

Behavioral Research Methods Editor Search Search Committee Member 2018

Fellows Selection Committee for AERA Committee Member 2019

LRDC, University of Pittsburgh Board of Visitors 2018- Institute of Education Sciences Grant Proposal Reviewer (Ad-hoc & Standing Committee) 2002–2009 United Kingdom ESRC Grant Proposal Reviewer 2004 Israel Science Foundation Grant Proposal Reviewer 2005 James S. McDonnell Foundation Grant Proposal Reviewer National Science Foundation Grant Proposal Reviewer NICHD Spencer Foundation

Grant Proposal Reviewer Grant Proposal Reviewer

2019

National Institute of Health NIH Grant Proposal Reviewer (Panel Member, CAP) 2007, 2010-11 AERA Division C's New Faculty Mentorship Program (NFMP) Graduate Student Mentor 2013, 2015

AERA Division C's SSRL SIG Graduate Student Mentor Graduate Student Mentor 2016

AERA 2018 Youth Conference Mentor and Presenter 2018 AERA Division C's New Faculty Mentorship Program (NFMP) NFMP Mentor 2016–2017

American Journal of Psychology Ad-hoc Reviewer Cognition and Instruction Ad-hoc Reviewer Cognitive Psychology Journal Ad-hoc Reviewer Human Computer Interaction Ad-hoc Reviewer

74

IEEE Transactions Journal Ad-hoc Reviewer JEP: General Ad-hoc Reviewer Journal of Memory & Language Ad-hoc Reviewer Learning and Instruction Ad-hoc Reviewer Memory (Journal) Ad-hoc Reviewer Prentice Hall Ad-hoc Reviewer Psychological Review Journal Ad-hoc Reviewer Psychonomic Bulletin & Review Ad-hoc Reviewer Journal of Learning Analytics Ad-hoc Reviewer Cognitive Science Conference AIED Annual Conference

Program Committee Advisory Board

2017 2019-2020

CONSULTING ORGANIZATION/COMPANY PERIOD IES Project, Vitale & Romance, East Carolina and Florida Atlantic Universities 2004–2007 College Board: SAT Cognitive Processes 2004 External Evaluator on Student Dissertation: l’Université Paris X – Nanterre, France 2005 College Board: Reading, Writing, Speaking, Listening and Media Standards 2005-2006 College Board Standards Alignment Project 2006-2007 R-SAT Project, Magliano & Millis, Northern Illinois University 2006–2007 College Board SAT Alignment 2007 External Evaluator on Student Dissertation: Universiteit Utrecht, the Netherlands 2007 College Board PSAT Alignment 2007–2008 Gates Foundation 2009 IES Project, Vitale & Romance, East Carolina and Florida Atlantic Universities 2009-2012 NCEE English Panel 2011-2013 Utrecht Institute of Linguistics Program Evaluation Committee Member 2012-2013 Advisory Board, Pittsburgh Science of Learning Center 2011-2015 Moderator for the National Symposium on Reading for Understanding Scientific Advisory Board, Knowledge Matters Campaign

2016 2016-

Board of Visitors: Learning Research and Development Center (LRDC), U Pittsburgh AERA Fellows Committee Educational Testing Service (ETS) Visiting Panel on Research

2018- 2019- 2021-

STUDENT ADVISING/MENTORING CURRENT DEGREE NAME YEAR OF GRADUATION/PLACEMENT Postdoctoral Fellow Christian Hempelmann 2005: University of South Carolina/Faculty Postdoctoral Fellow Tenaha O’Reilly 2006: Educational Testing Services Postdoctoral Fellow Rachel Best 2006: CREP, Senior Researcher Postdoctoral Fellow Yasuhiro Ozuru 2007: University of Alaska, Faculty Postdoctoral Fellow David Dufty 2007: Australia, Industrial position Postdoctoral Fellow Chris Kurby 2007: Grand Valley State University, Faculty Postdoctoral Fellow Phil McCarthy 2007: University of Memphis/English Faculty Postdoctoral Fellow Cedrick Bellissens 2008: Université de Corse, Corsica France Postdoctoral Fellow Mary Jane White 2009: University of Minnesota Postdoctoral Fellow Vanja Kljajevic 2009: Instituto Gerontologico Matia, Spain Postdoctoral Fellow Jianmin Dai 2011: Arizona State University, Research Faculty Postdoctoral Fellow Roxanne Raine 2011: University of Hawaii, Faculty Postdoctoral Fellow Tanner Jackson 2013: Educational Testing Service, Research Scientist Postdoctoral Fellow Rod Roscoe 2013: Arizona State University, Faculty Postdoctoral Fellow Kristopher Kopp 2018: Utah Valley University, Lecturer

75

Postdoctoral Fellow Kathleen Corley 2017: Arizona State University, Risk Innovation Lab Postdoctoral Fellow Katie McCarthy 2018: Georgia State University, Faculty Postdoctoral Fellow Aaron Likens 2018: University of Nebraska, Faculty Postdoctoral Fellow Postdoctoral Fellow

Renu Balyan Michelle Banawan

2018: Arizona State University, Lecturer current

Postdoctoral Fellow Postdoctoral Fellow Postdoctoral Fellow Postdoctoral Fellow Postdoctoral Fellow Research Faculty Research Faculty

Ying Fang Tracy Arner Tong Li Reese Butterfuss Karen Taylor Matthew Jacovina Amy Johnson

current current current current current 2016: Office of the State Superintendent of Education 2018: Consultant

Graduate Student Jennifer Scott 2001: (MS): Human Resources Graduate Student Tamara Bess 2002: (MS): Virginia Tech University/Ph. D. Program Graduate Student Kimberly Cottrell 2003: (MS): Old Dominion University/Ed. D. Program Graduate Student Srinivasa Pavan Pillarisetti 2006: (MS): Educational Testing Service Graduate Student Jasmine Sayroo 2006: (MS): Old Dominion University/Ed. D. Program Graduate Student Laura Holt 2006: (MS): Graduate Ph.D. Program Graduate Student Stephen Briner 2007: (MS): Sacred Heart University, Faculty Graduate Student Courtney Bell 2007: (MS): MSU/Ph.D. Program Graduate Student Kyle Dempsey 2011: (Ph.D) Mississippi University for Women Graduate Student Nick Duran 2011: (Ph.D) Arizona State University, Faculty Graduate Student Mike Rowe 2008: (Ph.D) CREP, Senior Researcher Graduate Student Jeremiah Sullins 2011: (Ph.D) University of Mobile Graduate Student Adam Renner 2010: (MS) Atlanta Graduate Student Diana Lam 2010: (MS) Graduate Student Russell Brandon 2013: (MS) St. Francis Xavier School Graduate Student Jennifer Weston 2015: (Ph.D) RMC Corporation, Research Associate Graduate Student Erica Snow 2015: (Ph.D) SRI international, Lead Scientist Graduate Student Laura Allen (Varner) 2017: (Ph.D) University of New Hampshire Graduate Student Aaron Likens 2016: (Ph.D) Arizona State University Graduate Student Cecile Perret Graduate Student Graduate Student Graduate Student

Micah Watanabe Linh Huynh Katerina Christhilf

Research Specialist Cecile Perret 2014 Research Specialist Kevin Kent 2015 Research Specialist Tricia Guerrero 2015 Research Specialist Melissa Stone 2016 Undergraduate Student Margie Petrowski 2006 Undergraduate Student Danielle Steele 2006 Undergraduate Student Erin Lightman 2007 Undergraduate Student Jason Stubblefield 2007 Undergraduate Student Marianne Dieter 2007 Undergraduate Student Deborah Girdner 2007 Undergraduate Student Jessica Stozle 2007 Undergraduate Student Priscilla Titus 2007 Undergraduate Student Peter Kollmeyer (CS) 2009 Undergraduate Student Rebekah Guess (English) 2009 Undergraduate Student John Myers 2010 Undergraduate Student Lisa Mintz 2011 Undergraduate Student Jamal Williams 2011 Undergraduate Student Natalie Davis 2011 Undergraduate Student Timothy Galluzzi 2011 Undergraduate Student Danielle Harry 2013 Undergraduate Student Cecile Perret 2014

76

Undergraduate Student Kira Iler 2014 Undergraduate Student Megan Johnson 2014 Undergraduate Student Melissa Stone 2014 Undergraduate Student Alli Klassen 2016 Undergraduate Student Tricia Guerrero 2016 Undergraduate Student Gary Ma 2016 Undergraduate Student Hailey Adkins 2016 Undergraduate Student Gage Manning 2016 Undergraduate Student Richard Yang 2016 Undergraduate Student Kaarthik Chandrashaker 2016 Undergraduate Student Larissa Barraza 2016 Undergraduate Student Yinyin Lu 2017 Undergraduate Student Gabby Goldentyer 2017 Undergraduate Student Joseph Aubele 2017 Undergraduate Student Katie Drzewzcki 2017 Undergraduate Student Ashleigh Horowitz 2017 Undergraduate Student Ana Cisneros 2017 Undergraduate Student Carson Flood 2018 Undergraduate Student Thato Seerane 2018: University of Cambridge Post-Undergraduate Student Travis Borkenhagen 2018 Undergraduate Student Paulina Ramos 2018 Undergraduate Student Kristen Viscarra 2020 Undergraduate Student Kaede Hattori 2020 Undergraduate Student Undergraduate Student Undergraduate Student Undergraduate Student Undergraduate Student Undergraduate Student

Julie Lopez Josephine Bucker Emily Goblirsch Dian Apu Claire Hsu Connor Oloughlin

2020 2020