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2017
Preface: Special Issue on Multidisciplinary Approaches to AI and Education for Reading and Writing
Passonneau, R. J., McNamara, D., Muresan, S. & Perin, D., Dec 1 2017, In: International Journal of Artificial Intelligence in Education. 27, 4, p. 665-670 6 p.Research output: Contribution to journal › Editorial › peer-review
7 Scopus citations -
ReaderBench: A multi-lingual framework for analyzing text complexity
Dascalu, M., Gutu, G., Ruseti, S., Paraschiv, I. C., Dessus, P., McNamara, D., Crossley, S. A. & Trausan-Matu, S., 2017, Data Driven Approaches in Digital Education - 12th European Conference on Technology Enhanced Learning, EC-TEL 2017, Proceedings. Broisin, J., Lavoue, E., Drachsler, H., Verbert, K. & Perez-Sanagustin, M. (eds.). Springer Verlag, p. 495-499 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10474 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
4 Scopus citations -
Recurrence quantification analysis: A technique for the dynamical analysis of student writing
Allen, L. K., Likens, A. D. & McNamara, D., 2017, FLAIRS 2017 - Proceedings of the 30th International Florida Artificial Intelligence Research Society Conference. AAAI Press, p. 240-245 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
Self-Explanation and Reading Strategy Training (SERT) Improves Low-Knowledge Students’ Science Course Performance
McNamara, D., Oct 3 2017, In: Discourse Processes. 54, 7, p. 479-492 14 p.Research output: Contribution to journal › Article › peer-review
22 Scopus citations -
Semantic Similarity versus Co-Authorship Networks: A Detailed Comparison
Paraschiv, I. C., Dascalu, M., Trausan-Matu, S., Nistor, N., Oca, A. M. M. D. & McNamara, D., Jul 5 2017, Proceedings - 2017 21st International Conference on Control Systems and Computer, CSCS 2017. Institute of Electrical and Electronics Engineers Inc., p. 566-570 5 p. 7968614Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
Stairstepper: An adaptive remedial iSTART module
Perret, C. A., Johnson, A., McCarthy, K. S., Guerrero, T. A., Dai, J. & McNamara, D., 2017, Artificial Intelligence in Education - 18th International Conference, AIED 2017, Proceedings. Springer Verlag, Vol. 10331 LNAI. p. 557-560 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10331 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
5 Scopus citations -
Teaching iSTART to understand Spanish
Dascalu, M., Jacovina, M. E., Soto, C. M., Allen, L. K., Dai, J., Guerrero, T. A. & McNamara, D., 2017, Artificial Intelligence in Education - 18th International Conference, AIED 2017, Proceedings. Springer Verlag, Vol. 10331 LNAI. p. 485-489 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10331 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
3 Scopus citations -
The design implementation framework: Iterative design from the lab to the classroom
Stone, M. L., Kent, K. M., Roscoe, R., Corley, K. M., Allen, L. K. & McNamara, D., Jun 16 2017, End-User Considerations in Educational Technology Design. IGI Global, p. 77-98 22 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
3 Scopus citations -
The Next Frontier in Communication and the ECLIPPSE Study: Bridging the Linguistic Divide in Secure Messaging
Schillinger, D., McNamara, D., Crossley, S., Lyles, C., Moffet, H. H., Sarkar, U., Duran, N., Allen, J., Liu, J., Oryn, D., Ratanawongsa, N. & Karter, A. J., 2017, In: Journal of Diabetes Research. 2017, 1348242.Research output: Contribution to journal › Review article › peer-review
10 Scopus citations -
Toward an integrated perspective of writing as a discourse process
McNamara, D. & Allen, L. K., Jan 1 2017, The Routledge Handbook of Discourse Processes, Second Edition. Taylor and Francis, p. 362-389 28 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
3 Scopus citations -
What'd you say again? Recurrence quantification analysis as a method for analyzing the dynamics of discourse in a reading strategy tutor
Allen, L. K., Likens, A., Perret, C. & McNamara, D., Mar 13 2017, LAK 2017 Conference Proceedings - 7th International Learning Analytics and Knowledge Conference: Understanding, Informing and Improving Learning with Data. Association for Computing Machinery, p. 373-382 10 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
11 Scopus citations -
Writing analytics literacy - Bridging from research to practice
Knight, S., Allen, L., Gibson, A., McNamara, D. & Shum, S. B., Mar 13 2017, LAK 2017 Conference Proceedings - 7th International Learning Analytics and Knowledge Conference: Understanding, Informing and Improving Learning with Data. Association for Computing Machinery, p. 496-497 2 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
4 Scopus citations -
2015
2014 society for text and discourse annual meeting: Introduction to the special issue
McNamara, D. & Schober, M. F., Jul 4 2015, In: Discourse Processes. 52, 5-6, p. 335-336 2 p.Research output: Contribution to journal › Comment/debate › peer-review
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A hierarchical classification approach to automated essay scoring
McNamara, D., Crossley, S. A., Roscoe, R., Allen, L. K. & Dai, J., Jan 1 2015, In: Assessing Writing. 23, p. 35-59 25 p.Research output: Contribution to journal › Article › peer-review
83 Scopus citations -
Am I wrong or am I right? Gains in monitoring accuracy in an intelligent tutoring system for writing
Allen, L. K., Crossley, S. A., Snow, E. L., Jacovina, M. E., Perret, C. & McNamara, D., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9112. p. 533-536 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9112).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
4 Scopus citations -
Are you asking the right questions: The use of animated agents to teach learners to become better question askers
Sullins, J., McNamara, D., Acuff, S., Neely, D., Hildebrand, E., Stewart, G. & Hu, X., 2015, Proceedings of the 28th International Florida Artificial Intelligence Research Society Conference, FLAIRS 2015. AAAI Press, p. 479-481 3 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
7 Scopus citations -
Are you reading my mind? Modeling students' reading comprehension skills with natural language processing techniques
Allen, L. K., Snow, E. L. & McNamara, D., Mar 16 2015, ACM International Conference Proceeding Series. Association for Computing Machinery, Vol. 16-20-March-2015. p. 246-254 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
22 Scopus citations -
Assessing Lexical Proficiency Using Analytic Ratings: A Case for Collocation Accuracy
Crossley, S. A., Salsbury, T. & McNamara, D., Dec 1 2015, In: Applied Linguistics. 36, 5, p. 570-590 21 p.Research output: Contribution to journal › Article › peer-review
50 Scopus citations -
Communities of performance & communities of preference
Brown, R., Lynch, C., Wang, Y., Eagle, M., Albert, J., Barnes, T., Baker, R., Bergner, Y. & McNamara, D., 2015, CEUR Workshop Proceedings. CEUR-WS, Vol. 1446.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
14 Scopus citations -
Data not to trust
McNamara, D., Jan 1 2015, Ethical Challenges in the Behavioral and Brain Sciences. Cambridge University Press, p. 119-120 2 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
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Dialogism: A framework for CSCL and a signature of collaboration
Dascalu, M., Trausan-Matu, S., Dessus, P. & McNamara, D. S., Jan 1 2015, Exploring the Material Conditions of Learning: Computer Supported Collaborative Learning Conference 2015, CSCL 2015 - Conference Proceedings. Lindwall, O., Hakkinen, P., Koschmann, T., Tchounikine, P. & Ludvigsen, S. (eds.). International Society of the Learning Sciences (ISLS), p. 86-93 8 p. (Computer-Supported Collaborative Learning Conference, CSCL; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
7 Scopus citations -
Discourse cohesion: A signature of collaboration
Dascalu, M., Trausan-Matu, S., Dessus, P. & McNamara, D., Mar 16 2015, Proceedings of the 5th International Conference on Learning Analytics and Knowledge, LAK 2015. Association for Computing Machinery, p. 350-354 5 p. (ACM International Conference Proceeding Series; vol. 16-20-March-2015).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
12 Scopus citations -
Does agency matter? Exploring the impact of controlled behaviors within a game-based environment
Snow, E. L., Allen, L. K., Jacovina, M. E. & McNamara, D., Mar 2015, In: Computers and Education. 82, p. 378-392 15 p.Research output: Contribution to journal › Article › peer-review
26 Scopus citations -
From generating in the lab to tutoring systems in classrooms
McNamara, D., Jacovina, M. E., Snow, E. L. & Allen, L. K., 2015, In: American Journal of Psychology. 128, 2, p. 159-172 14 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Game features and individual differences: Interactive effects on motivation and performance
Jacovina, M. E., Snow, E. L., Tanner Jackson, G. & McNamara, D., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9112. p. 642-645 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9112).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
Higher order thinking in comprehension
Jacovina, M. E., McNamara, D. & Allen, L. K., Aug 11 2015, Handbook of Individual Differences in Reading: Reader, Text, and Context. Taylor and Francis Inc., p. 164-176 13 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
7 Scopus citations -
Natural language processing and game-based practice in iSTART
Jackson, G. T., Boonthum-Deneçke, C. & McNamara, D., 2015, In: Journal of Interactive Learning Research. 26, 2, p. 189-208 20 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Partial Verbal Redundancy in Multimedia Presentations for Writing Strategy Instruction
Roscoe, R., Jacovina, M. E., Harry, D., Russell, D. G. & McNamara, D., Sep 1 2015, In: Applied Cognitive Psychology. 29, 5, p. 669-679 11 p.Research output: Contribution to journal › Article › peer-review
15 Scopus citations -
Predicting comprehension from students’ summaries
Dascalu, M., Stavarache, L. L., Dessus, P., Trausan-Matu, S., McNamara, D. & Bianco, M., 2015, Artificial Intelligence in Education - 17th International Conference, AIED 2015, Proceedings. Conati, C., Heffernan, N., Mitrovic, A. & Felisa Verdejo, M. (eds.). Springer Verlag, p. 95-104 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9112).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
5 Scopus citations -
Predicting misalignment between teachers’ and students’ essay scores using natural language processing tools
Allen, L. K., Crossley, S. A. & McNamara, D., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9112. p. 529-532 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9112).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
3 Scopus citations -
Promoting metacognition within a game-based environment
Snow, E. L., Jacovina, M. E. & McNamara, D., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9112. p. 864-867 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9112).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
3 Scopus citations -
Promoting metacognitive awareness within a Game-Based intelligent tutoring system
Snow, E. L., McNamara, D., Jacovina, M. E., Allen, L. K., Johnson, A., Perret, C. A., Dai, J., Tanner Jackson, G., Likens, A. D., Russell, D. G. & Weston, J. L., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9112. p. 786-789 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9112).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
4 Scopus citations -
Promoting self-regulated learning in an intelligent tutoring system for writing
Allen, L. K. & McNamara, D., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9112. p. 827-830 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9112).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Pssst⋯ Textual features⋯ There is more to automatic essay scoring than just you!
Crossley, S., Allen, L. K., McNamara, D. & Snow, E. L., Mar 16 2015, ACM International Conference Proceeding Series. Association for Computing Machinery, Vol. 16-20-March-2015. p. 203-207 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
10 Scopus citations -
Readerbench: An integrated cohesion-centered framework
Dascalu, M., Stavarache, L. L., Dessus, P., Trausan-Matu, S., McNamara, D. & Bianco, M., 2015, Design for Teaching and Learning in a Networked World - 10th European Conference on Technology Enhanced Learning, EC-TEL 2015, Proceedings. Konert, J., Klobučar, T., Rensing, C., Conole, G. & Lavoue, É. (eds.). Springer Verlag, p. 505-508 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9307).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
8 Scopus citations -
Readerbench: The learning companion
Dascalu, M., Stavarache, L. L., Dessus, P., Trausan-Matu, S., McNamara, D. & Bianco, M., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9112. p. 915-916 2 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9112).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
4 Scopus citations -
ReaderBench: Automated evaluation of collaboration based on cohesion and dialogism
Dascalu, M., Trausan-Matu, S., McNamara, D. & Dessus, P., Dec 1 2015, In: International Journal of Computer-Supported Collaborative Learning. 10, 4, p. 395-423 29 p.Research output: Contribution to journal › Article › peer-review
35 Scopus citations -
Spendency: Students' Propensity to Use System Currency
Snow, E. L., Allen, L. K., Jackson, G. T. & McNamara, D., Sep 1 2015, In: International Journal of Artificial Intelligence in Education. 25, 3, p. 407-427 21 p.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
The dynamical analysis of log data within educational games
Snow, E. L., Allen, L. K. & McNamara, D., Jan 1 2015, Serious Games Analytics: Methodologies for Performance Measurement, Assessment, and Improvement. Springer International Publishing, p. 81-100 20 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
5 Scopus citations -
You've got style: Detecting writing flexibility across time
Snow, E. L., Perret, C. A., Allen, L. K., Jacovina, M. E. & McNamara, D., Mar 16 2015, ACM International Conference Proceeding Series. Association for Computing Machinery, Vol. 16-20-March-2015. p. 194-202 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
5 Scopus citations -
2011
A linguistic analysis of student-generated paraphrases
Rus, V., Feng, S., Brandon, R., Crossely, S. & McNamara, D. S., Sep 9 2011, Proceedings of the 24th International Florida Artificial Intelligence Research Society, FLAIRS - 24. p. 293-298 6 p. (Proceedings of the 24th International Florida Artificial Intelligence Research Society, FLAIRS - 24).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
3 Scopus citations -
Applying NLP metrics to students' self-explanations
Jackson, G. T. & McNamara, D., Dec 1 2011, Applied Natural Language Processing: Identification, Investigation and Resolution. IGI Global, p. 261-274 14 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
4 Scopus citations -
Automated assessment of paragraph quality: Introduction, body, and conclusion paragraphs
Roscoe, R. D., Crossley, S. A., Weston, J. L. & McNamara, D. S., Sep 9 2011, Proceedings of the 24th International Florida Artificial Intelligence Research Society, FLAIRS - 24. p. 281-286 6 p. (Proceedings of the 24th International Florida Artificial Intelligence Research Society, FLAIRS - 24).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
6 Scopus citations -
Automatic natural language processing and the detection of reading skills and reading comprehension
Boonthum-Denecke, C., McCarthy, P. M., Lamkin, T. A., Jackson, G. T., Magliano, J. P. & McNamara, D. S., Sep 9 2011, Proceedings of the 24th International Florida Artificial Intelligence Research Society, FLAIRS - 24. p. 234-239 6 p. (Proceedings of the 24th International Florida Artificial Intelligence Research Society, FLAIRS - 24).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Scopus citations -
Classifying paragraph types using linguistic features: Is paragraph positioning important?
Crossley, S. A., Dempsey, K. & McNamara, D., Dec 2011, In: Journal of Writing Research. 3, 2, p. 119-143 25 p.Research output: Contribution to journal › Article › peer-review
Open Access12 Scopus citations -
Coh-metrix: Providing multilevel analyses of text characteristics
Graesser, A. C., McNamara, D. S. & Kulikowich, J. M., Jun 2011, In: Educational Researcher . 40, 5, p. 223-234 12 p.Research output: Contribution to journal › Article › peer-review
243 Scopus citations -
Coh-Metrix: An automated tool for theoretical and applied natural language processing
McNamara, D. & Graesser, A. C., Dec 1 2011, Applied Natural Language Processing: Identification, Investigation and Resolution. IGI Global, p. 188-205 18 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
48 Scopus citations -
Comprehension challenges in the fourth grade: The roles of text cohesion, text genre, and readers' prior knowledge
McNamara, D., Ozuru, Y. & Floyd, R. G., Oct 1 2011, In: International Electronic Journal of Elementary Education. 4, 1, p. 229-257 29 p.Research output: Contribution to journal › Article › peer-review
45 Scopus citations -
Computational analyses of multilevel discourse comprehension
Graesser, A. C. & McNamara, D. S., Apr 1 2011, In: Topics in Cognitive Science. 3, 2, p. 371-398 28 p.Research output: Contribution to journal › Article › peer-review
133 Scopus citations -
Computationally assessing expert judgments of freewriting quality
Weston, J. L., Crossley, S. A. & McNamara, D., Dec 1 2011, Applied Natural Language Processing: Identification, Investigation and Resolution. IGI Global, p. 364-381 18 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter