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  • 2019
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Author

  • Danielle McNamara
Book

Cognition in education

McCrudden, M. T. & McNamara, D., Jul 28 2017, Taylor and Francis. 130 p.

Research output: Book/ReportBook

4 Scopus citations
Chapter

Common core tera: Text ease and readability assessor

Tanner Jackson, G., Allen, L. K. & McNamara, D., Jan 1 2016, Adaptive Educational Technologies for Literacy Instruction. Taylor and Francis, p. 49-68 20 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

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 proceedingChapter

Development of an interactive narrative for adult literacy learners

Johnson, A., Tighe, E. L., Jacovina, M. E., Jackson, G. T. & McNamara, D., Jun 16 2017, End-User Considerations in Educational Technology Design. IGI Global, p. 238-262 25 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Educational data mining: A MOOC experience

Baker, R. S., Wang, Y., Paquette, L., Aleven, V., Popescu, O., Sewall, J., Rosé, C., Tomar, G. S., Ferschke, O., Zhang, J., Cennamo, M. J., Ogden, S., Condit, T., Diaz, J., Crossley, S., McNamara, D., Comer, D. K., Lynch, C. F., Brown, R., Barnes, T. & 1 others, Bergner, Y., Oct 14 2016, Data Mining And Learning Analytics: Applications in Educational Research. Wiley-Blackwell, p. 55-66 12 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Scopus citations

Educational technologies and literacy development

Crossley, S. A. & McNamara, D., Jan 1 2016, Adaptive Educational Technologies for Literacy Instruction. Taylor and Francis, p. 1-12 12 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Scopus citations

Game-based writing strategy practice with the writing pal

Roscoe, R., Brandon, R. D., Snow, E. L. & McNamara, D., Jul 31 2013, Exploring Technology for Writing and Writing Instruction. IGI Global, p. 1-20 20 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

16 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 proceedingChapter

6 Scopus citations

Intelligent tutoring systems for literacy: Existing technologies and continuing challenges

Jacovina, M. E. & McNamara, D., Jan 1 2016, Intelligent Tutoring Systems: Structure, Applications and Challenges. Nova Science Publishers, Inc., p. 153-174 22 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Scopus citations

iSTART-2: A reading comprehension and strategy instruction tutor

Snow, E. L., Jacovina, M. E., Tanner Jackson, G. & McNamara, D., Jan 1 2016, Adaptive Educational Technologies for Literacy Instruction. Taylor and Francis, p. 104-121 18 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

10 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 proceedingChapter

2 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 proceedingChapter

5 Scopus citations

The evolution of an automated reading strategy tutor: From the classroom to a game-enhanced automated system

Jackson, G. T., Dempsey, K. B. & McNamara, D. S., Dec 1 2010, New Science of Learning: Cognition, Computers and Collaboration in Education. Springer New York, p. 283-306 24 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

12 Scopus citations

The role of language development in the successful comprehension of texts

Allen, L. K. & McNamara, D., Mar 7 2016, The Cognitive Development of Reading and Reading Comprehension. Taylor and Francis Inc., p. 87-99 13 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

The writing pal: A writing strategy tutor

Crossley, S. A., Allen, L. K. & McNamara, D., Jan 1 2016, Adaptive Educational Technologies for Literacy Instruction. Taylor and Francis, p. 204-224 21 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

6 Scopus citations

The writing-pal: Natural language algorithms to support intelligent tutoring on writing strategies

McNamara, D., Raine, R., Roscoe, R., Crossley, S. A., Jackson, G. T., Dai, J., Cai, Z., Renner, A., Brandon, R., Weston, J. L., Dempsey, K., Carney, D., Sullivan, S., Kim, L., Rus, V., Floyd, R., McCarthy, P. M. & Graesser, A. C., Sep 30 2013, K-12 Education: Concepts, Methodologies, Tools, and Applications. IGI Global, Vol. 2. p. 780-793 14 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

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 proceedingChapter

3 Scopus citations
Comment/debate

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 journalComment/debate

Conference contribution

Adaptive reading and writing instruction in iSTART and W-Pal

Johnson, A., McCarthy, K. S., Kopp, K. J., Perret, C. A. & McNamara, D., 2017, FLAIRS 2017 - Proceedings of the 30th International Florida Artificial Intelligence Research Society Conference. AAAI Press, p. 561-566 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Age of exposure: A model of word learning

Dascalu, M., McNamara, D., Crossley, S. & Trausan-Matu, S., 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 2928-2934 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 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 proceedingConference 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 proceedingConference contribution

7 Scopus citations

Are you committed? Investigating interactions among reading commitment, natural language input, and students' learning outcomes

Varner, L. K., Jackson, G. T., Snow, E. L. & McNamara, D. S., Jan 1 2013, Proceedings of the 6th International Conference on Educational Data Mining, EDM 2013. D'Mello, S. K., Calvo, R. A. & Olney, A. (eds.). International Educational Data Mining Society, (Proceedings of the 6th International Conference on Educational Data Mining, EDM 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 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 proceedingConference contribution

21 Scopus citations

Are you talking to me? Multi-dimensional language analysis of explanations during reading

Allen, L. K., Perret, C., Mills, C. & McNamara, D., Mar 4 2019, Proceedings of the 9th International Conference on Learning Analytics and Knowledge: Learning Analytics to Promote Inclusion and Success, LAK 2019. Association for Computing Machinery, p. 116-120 5 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Assessing question quality using NLP

Kopp, K. J., Johnson, A., Crossley, S. A. & McNamara, D., 2017, Artificial Intelligence in Education - 18th International Conference, AIED 2017, Proceedings. Springer Verlag, Vol. 10331 LNAI. p. 523-527 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 proceedingConference contribution

2 Scopus citations

Automated Scoring of Self-explanations Using Recurrent Neural Networks

Panaite, M., Ruseti, S., Dascalu, M., Balyan, R., McNamara, D. S. & Trausan-Matu, S., Jan 1 2019, Transforming Learning with Meaningful Technologies - 14th European Conference on Technology Enhanced Learning, EC-TEL 2019, Proceedings. Scheffel, M., Broisin, J., Pammer-Schindler, V., Ioannou, A. & Schneider, J. (eds.). Springer Verlag, p. 659-663 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11722 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Automated summarization evaluation (ASE) using natural language processing tools

Crossley, S. A., Kim, M., Allen, L. & McNamara, D., 2019, Artificial Intelligence in Education - 20th International Conference, AIED 2019, Proceedings. Isotani, S., Millán, E., Ogan, A., McLaren, B., Hastings, P. & Luckin, R. (eds.). Springer Verlag, p. 84-95 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11625 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Automatically identifying humorous and persuasive language produced during a creative problem-solving task

Skalicky, S., Crossley, S. A., McNamara, D. & Muldner, K., 2017, FLAIRS 2017 - Proceedings of the 30th International Florida Artificial Intelligence Research Society Conference. AAAI Press, p. 282-287 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Checking it twice: Does adding spelling and grammar checkers improve essay quality in an automated writing tutor?

McCarthy, K. S., Roscoe, R., Likens, A. D. & McNamara, D., Jan 1 2019, Artificial Intelligence in Education - 20th International Conference, AIED 2019, Proceedings. Isotani, S., Hastings, P., Ogan, A., McLaren, B., Millán, E. & Luckin, R. (eds.). Springer Verlag, p. 270-282 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11625 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Cohesion-based prompt effects in argumentative writing

Crossley, S. A., Varner, L. K. & McNamara, D., Dec 13 2013, FLAIRS 2013 - Proceedings of the 26th International Florida Artificial Intelligence Research Society Conference. p. 202-207 6 p. (FLAIRS 2013 - Proceedings of the 26th International Florida Artificial Intelligence Research Society Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Combining click-Stream data with NLP tools to better understand MOOC completion

Crossley, S., McNamara, D., Paquette, L., Baker, R. S. & Dascalu, M., Apr 25 2016, LAK 2016 Conference Proceedings, 6th International Learning Analytics and Knowledge Conference - Enhancing Impact: Convergence of Communities for Grounding, Implementation, and Validation. Association for Computing Machinery, Vol. 25-29-April-2016. p. 6-14 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

55 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 proceedingConference contribution

12 Scopus citations

Computerized text analysis: Assessment and research potentials for promoting learning

Lee, H. S., McNamara, D., Bracey, Z. B., Wilson, C., Osborne, J., Haudek, K. C., Liu, O. L., Pallant, A., Gerard, L., Linn, M. C. & Sherin, B., Jan 1 2019, A Wide Lens: Combining Embodied, Enactive, Extended, and Embedded Learning in Collaborative Settings - 13th International Conference on Computer Supported Collaborative Learning, CSCL 2019 - Conference Proceedings. Lund, K., Niccolai, G. P., Lavoue, E., Hmelo-Silver, C., Gweon, G. & Baker, M. (eds.). International Society of the Learning Sciences (ISLS), p. 743-750 8 p. (Computer-Supported Collaborative Learning Conference, CSCL; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Critical perspectives on writing analytics

Shum, S. B., Knight, S., McNamara, D., Allen, L., Bektik, D. & Crossley, S., Apr 25 2016, LAK 2016 Conference Proceedings, 6th International Learning Analytics and Knowledge Conference - Enhancing Impact: Convergence of Communities for Grounding, Implementation, and Validation. Association for Computing Machinery, p. 481-483 3 p. (ACM International Conference Proceeding Series; vol. 25-29-April-2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Scopus citations

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 proceedingConference 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 proceedingConference contribution

12 Scopus citations

Does size matter? Investigating user input at a larger bandwidth

Varner, L. K., Jackson, G. T., Snow, E. L. & McNamara, D., Dec 13 2013, FLAIRS 2013 - Proceedings of the 26th International Florida Artificial Intelligence Research Society Conference. p. 546-549 4 p. (FLAIRS 2013 - Proceedings of the 26th International Florida Artificial Intelligence Research Society Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Educational game enjoyment, perceptions, and features in an intelligent writing tutor

Roscoe, R., Snow, E. L., Brandon, R. D. & McNamara, D., Dec 13 2013, FLAIRS 2013 - Proceedings of the 26th International Florida Artificial Intelligence Research Society Conference. p. 515-520 6 p. (FLAIRS 2013 - Proceedings of the 26th International Florida Artificial Intelligence Research Society Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

Expectations of technology: A factor to consider in game-based learning environments

Snow, E. L., Jackson, G. T., Varner, L. K. & McNamara, D., Jul 16 2013, Artificial Intelligence in Education - 16th International Conference, AIED 2013, Proceedings. p. 359-368 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7926 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Feedback and revising in an intelligent tutoring system for writing strategies

Roscoe, R., Snow, E. L. & McNamara, D., Jul 16 2013, Artificial Intelligence in Education - 16th International Conference, AIED 2013, Proceedings. p. 259-268 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7926 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Scopus citations

Finding the needle in a haystack: Who are the most central authors within a domain?

Paraschiv, I. C., Dascalu, M., McNamara, D. & Trausan-Matu, S., 2016, Adaptive and Adaptable Learning - 11th European Conference on Technology Enhanced Learning, EC-TEL 2016, Proceedings. Verbert, K., Sharples, M. & Klobučar, T. (eds.). Springer Verlag, p. 632-635 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9891 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Gamed-based iSTART practice: From MiBoard to self-explanation showdown

Brunelle, J. F., Jackson, G. T., Dempsey, K., Boonthum, C., Levinstein, I. B. & McNamara, D. S., Oct 19 2010, Proceedings of the 23rd International Florida Artificial Intelligence Research Society Conference, FLAIRS-23. p. 480-485 6 p. (Proceedings of the 23rd International Florida Artificial Intelligence Research Society Conference, FLAIRS-23).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 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 proceedingConference contribution

1 Scopus citations

Game performance as a measure of comprehension and skill transfer

Jackson, G. T., Snow, E. L., Varner, L. K. & McNamara, D., Dec 13 2013, FLAIRS 2013 - Proceedings of the 26th International Florida Artificial Intelligence Research Society Conference. p. 497-502 6 p. (FLAIRS 2013 - Proceedings of the 26th International Florida Artificial Intelligence Research Society Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

How important is size? An investigation of corpus size and meaning in both Latent Semantic Analysis and Latent Dirichlet Allocation

Crossley, S. A., Dascalu, M. & McNamara, D., 2017, FLAIRS 2017 - Proceedings of the 30th International Florida Artificial Intelligence Research Society Conference. AAAI Press, p. 293-296 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

Interlanguage talk: What can breadth of knowledge features tell us about input and output differences?

Crossley, S. A. & McNamara, D. S., Oct 19 2010, Proceedings of the 23rd International Florida Artificial Intelligence Research Society Conference, FLAIRS-23. p. 229-234 6 p. (Proceedings of the 23rd International Florida Artificial Intelligence Research Society Conference, FLAIRS-23).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Investigating boredom and engagement during writing using multiple sources of information: The essay, the writer, and keystrokes

Allen, L. K., Mills, C., Jacovina, M. E., Crossley, S., D'mello, S. & McNamara, D., Apr 25 2016, LAK 2016 Conference Proceedings, 6th International Learning Analytics and Knowledge Conference - Enhancing Impact: Convergence of Communities for Grounding, Implementation, and Validation. Association for Computing Machinery, Vol. 25-29-April-2016. p. 114-123 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

13 Scopus citations

Investigating the effects of off-task personalization on in-system performance and attitudes within a game-based environment

Snow, E. L., Jackson, G. T., Varner, L. K. & McNamara, D. S., Jan 1 2013, Proceedings of the 6th International Conference on Educational Data Mining, EDM 2013. D'Mello, S. K., Calvo, R. A. & Olney, A. (eds.). International Educational Data Mining Society, (Proceedings of the 6th International Conference on Educational Data Mining, EDM 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

iSTART-ALL: Confronting adult low literacy with intelligent tutoring for reading comprehension

Johnson, A., Guerrero, T. A., Tighe, E. L. & McNamara, D., 2017, Artificial Intelligence in Education - 18th International Conference, AIED 2017, Proceedings. Springer Verlag, Vol. 10331 LNAI. p. 125-136 12 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 proceedingConference contribution

4 Scopus citations