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  • Danielle McNamara

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 proceedingConference contribution

4 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 proceedingConference contribution

8 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 proceedingConference contribution

3 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 journalArticle

33 Scopus citations

Reading comprehension and metacognition: The importance of inferential skills

Soto, C., Gutiérrez de Blume, A. P., Jacovina, M., McNamara, D., Benson, N., Riffo, B. & Kruk, R., Jan 1 2019, In : Cogent Education. 6, 1, 1565067.

Research output: Contribution to journalArticle

Open Access
9 Scopus citations

Reading comprehension components and their relation to writing

Allen, L. K., Snow, E. L., Crossley, S. A., Jackson, G. T. & McNamara, D., Dec 1 2014, In : Annee Psychologique. 114, 4, p. 663-691 29 p.

Research output: Contribution to journalArticle

17 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 proceedingConference contribution

1 Scopus citations

Recurrence quantification analysis as a method for studying text comprehension dynamics

Likens, A. D., McCarthy, K. S., Allen, L. K. & McNamara, D., Mar 7 2018, Proceedings of the 8th International Conference on Learning Analytics and Knowledge: Towards User-Centred Learning Analytics, LAK 2018. Association for Computing Machinery, p. 111-120 10 p. (ACM International Conference Proceeding Series).

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

1 Scopus citations

Scaffolding deep comprehension strategies through point&query, autotutor, and istart

Graesser, A. C., McNamara, D. S. & VanLehn, K., Jan 1 2018, Computers as Metacognitive Tools for Enhancing Learning: A Special Issue of Educational Psychologist. Taylor and Francis, Vol. 40. p. 226-234 9 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Scoring summaries using recurrent neural networks

Ruseti, S., Dascalu, M., Johnson, A., McNamara, D., Balyan, R., McCarthy, K. S. & Trausan-Matu, S., Jan 1 2018, Intelligent Tutoring Systems - 14th International Conference, ITS 2018, Proceedings. Springer Verlag, p. 191-201 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10858 LNCS).

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

5 Scopus citations

Secure Messaging with Physicians by Proxies for Patients with Diabetes: Findings from the ECLIPPSE Study

Semere, W., Crossley, S., Karter, A. J., Lyles, C. R., Brown, W., Reed, M., McNamara, D. S., Liu, J. Y. & Schillinger, D., Jan 1 2019, (Accepted/In press) In : Journal of General Internal Medicine.

Research output: Contribution to journalArticle

1 Scopus citations

Self-Explanation and Reading Strategy Training (SERT) Improves Low-Knowledge Students’ Science Course Performance

McNamara, D., Mar 12 2017, (Accepted/In press) In : Discourse Processes. p. 1-14 14 p.

Research output: Contribution to journalArticle

17 Scopus citations

Self-regulated learning in learning environments with pedagogical agents that interact in natural language

Graesser, A. & McNamara, D., Oct 1 2010, In : Educational Psychologist. 45, 4, p. 234-244 11 p.

Research output: Contribution to journalArticle

80 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. 7968614

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

Sentiment Analysis and Social Cognition Engine (SEANCE): An automatic tool for sentiment, social cognition, and social-order analysis

Crossley, S. A., Kyle, K. & McNamara, D., May 18 2016, (Accepted/In press) In : Behavior Research Methods. p. 1-19 19 p.

Research output: Contribution to journalArticle

39 Scopus citations

Sentiment in academic texts

Solovyev, V., Solnyshkina, M., Gafiyatova, E., McNamara, D. & Ivanov, V., May 9 2019, Proceedings of the 24th Conference of Open Innovations Association FRUCT, FRUCT 2019. IEEE Computer Society, p. 408-414 7 p. 8711900. (Conference of Open Innovation Association, FRUCT; vol. 2019-April).

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

1 Scopus citations

Shared features of L2 writing: Intergroup homogeneity and text classification

Crossley, S. A. & McNamara, D. S., Dec 1 2011, In : Journal of Second Language Writing. 20, 4, p. 271-285 15 p.

Research output: Contribution to journalArticle

15 Scopus citations

Short and long term benefits of enjoyment and learning within a serious game

Jackson, G. T., Dempsey, K. B. & McNamara, D. S., Jun 23 2011, Artificial Intelligence in Education - 15th International Conference, AIED 2011. p. 139-146 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6738 LNAI).

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

14 Scopus citations

Simulating human ratings on word concreteness

Feng, S., Cai, Z., Crossley, S. & McNamara, D. S., Sep 9 2011, Proceedings of the 24th International Florida Artificial Intelligence Research Society, FLAIRS - 24. p. 245-250 6 p. (Proceedings of the 24th International Florida Artificial Intelligence Research Society, FLAIRS - 24).

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

4 Scopus citations

Society for Text and Discourse Annual Meeting 2013: Introduction to the Special Issue

McNamara, D. & Schober, M. F., Jul 2014, In : Discourse Processes. 51, 5-6, p. 357-358 2 p.

Research output: Contribution to journalEditorial

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 journalArticle

4 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 proceedingConference contribution

5 Scopus citations

Strategies to read and learn: Overcoming learning by consumption

McNamara, D. S., Apr 1 2010, In : Medical education. 44, 4, p. 340-346 7 p.

Research output: Contribution to journalArticle

26 Scopus citations

Students' enjoyment of a game-based tutoring system

Jackson, G. T., Davis, N. L. & McNamara, D. S., Jun 23 2011, Artificial Intelligence in Education - 15th International Conference, AIED 2011. p. 475-477 3 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6738 LNAI).

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

5 Scopus citations

Students’ walk through tutoring: Using a random walk analysis to profile students

Snow, E. L., Likens, A. D., Tanner Jackson, G. & 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

10 Scopus citations

Syntagmatic, paradigmatic, and automatic N-gram approaches to assessing essay quality

Crossley, S. A., Cai, Z. & McNamara, D., Aug 20 2012, Proceedings of the 25th International Florida Artificial Intelligence Research Society Conference, FLAIRS-25. p. 214-219 6 p. (Proceedings of the 25th International Florida Artificial Intelligence Research Society Conference, FLAIRS-25).

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

17 Scopus citations

Taking Control: Stealth Assessment of Deterministic Behaviors Within a Game-Based System

Snow, E. L., Likens, A. D., Allen, L. K. & McNamara, D., Dec 1 2016, In : International Journal of Artificial Intelligence in Education. 26, 4, p. 1011-1032 22 p.

Research output: Contribution to journalArticle

3 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 proceedingConference contribution

2 Scopus citations

Text box size, skill, and iterative practice in a writing task

Raine, R. B., Mintz, L., Crossley, S. A., Dai, J. & McNamara, D. S., Sep 9 2011, Proceedings of the 24th International Florida Artificial Intelligence Research Society, FLAIRS - 24. p. 537-542 6 p. (Proceedings of the 24th International Florida Artificial Intelligence Research Society, FLAIRS - 24).

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

3 Scopus citations

Text simplification and comprehensible input: A case for an intuitive approach

Crossley, S. A., Allen, D. & McNamara, D., Jan 1 2012, In : Language Teaching Research. 16, 1, p. 89-108 20 p.

Research output: Contribution to journalArticle

23 Scopus citations

Text-to-text similarity of sentences

Rus, V., Lintean, M., Graesser, A. C. & McNamara, D., Dec 1 2011, Applied Natural Language Processing: Identification, Investigation and Resolution. IGI Global, p. 110-121 12 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

5 Scopus citations

That noun phrase may be beneficial and this may not be: discourse cohesion in reading and writing

Crossley, S. A., Rose, D. F., Danekes, C., Rose, C. W. & McNamara, D., Sep 15 2016, (Accepted/In press) In : Reading and Writing. p. 1-21 21 p.

Research output: Contribution to journalArticle

2 Scopus citations

The action dynamics of overcoming the truth

Duran, N. D., Dale, R. & McNamara, D. S., Oct 6 2010, In : Psychonomic Bulletin and Review. 17, 4, p. 486-491 6 p.

Research output: Contribution to journalArticle

80 Scopus citations

The bit in the middle and why it's important: A computational analysis of the linguistic features of body paragraphs

Myers, J. C., McCarthy, P. M., Duran, N. D. & McNamara, D. S., Mar 1 2011, In : Behavior Research Methods. 43, 1, p. 201-209 9 p.

Research output: Contribution to journalArticle

2 Scopus citations

The comparative and combined contributions of n-Grams, coh-metrix indices and error types in the L1 classification of learner texts

Jarvis, S., Bestgen, Y., Crossley, S. A., Granger, S., Paquot, M., Thewissen, J. & McNamara, D., Jan 1 2012, Approaching Language Transfer Through Text Classification: Explorations in the Detection-Based Approach. Channel View Publications, p. 154-177 24 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

1 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 development and use of cohesive devices in L2 writing and their relations to judgments of essay quality

Crossley, S. A., Kyle, K. & McNamara, D., Jun 1 2016, In : Journal of Second Language Writing. 32, p. 1-16 16 p.

Research output: Contribution to journalArticle

29 Scopus citations

The development of polysemy and frequency use in english second language speakers

Crossley, S., Salsbury, T. & McNamara, D., Sep 1 2010, In : Language Learning. 60, 3, p. 573-605 33 p.

Research output: Contribution to journalArticle

64 Scopus citations

The development of semantic relations in second language speakers: A case for Latent Semantic Analysis

Crossley, S. A., Salsbury, T. & McNamara, D. S., Dec 1 2010, In : Vigo International Journal of Applied Linguistics. 7, 1, p. 55-74 20 p.

Research output: Contribution to journalArticle

18 Scopus citations

The development of writing proficiency as a function of grade level: A linguistic analysis

Crossley, S. A., Weston, J. L., McLain Sullivan, S. T. & McNamara, D. S., Jul 1 2011, In : Written Communication. 28, 3, p. 282-311 30 p.

Research output: Contribution to journalArticle

65 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

4 Scopus citations

The effect of metacomprehension judgment task on comprehension monitoring and metacognitive accuracy

Ozuru, Y., Kurby, C. A. & McNamara, D., Aug 1 2012, In : Metacognition and Learning. 7, 2, p. 113-131 19 p.

Research output: Contribution to journalArticle

10 Scopus citations

The efficacy of iSTART extended practice: Low ability students catch up

Jackson, G. T., Boonthum, C. & McNamara, D. S., Aug 27 2010, Intelligent Tutoring Systems - 10th International Conference, ITS 2010, Proceedings. PART 2 ed. p. 349-351 3 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6095 LNCS, no. PART 2).

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

21 Scopus citations

The epistemic stance between the author and reader: A driving force in the cohesion of text and writing

McNamara, D., Oct 1 2013, In : Discourse Studies. 15, 5, p. 579-595 17 p.

Research output: Contribution to journalArticle

13 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 impact of performance orientation on students' interactions and achievements in an ITS

Snow, E. L., Jackson, G. T., Varner, L. K. & McNamara, D., Dec 13 2013, FLAIRS 2013 - Proceedings of the 26th International Florida Artificial Intelligence Research Society Conference. p. 521-526 6 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

The Impact of System Interactions on Motivation and Performance in a Game-Based Learning Environment

Snow, E. L., Jackson, G. T., Varner, L. K. & McNamara, D., Jan 1 2013, HCI International 2013 - Posters' Extended Abstracts - International Conference, HCI International 2013, Proceedings. PART II ed. Springer Verlag, p. 103-107 5 p. (Communications in Computer and Information Science; vol. 374, no. PART II).

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

4 Scopus citations

The linguistic correlates of conversational deception: Comparing natural language processing technologies

Duran, N. D., Hall, C., McCarthy, P. M. & McNamara, D. S., Jul 1 2010, In : Applied Psycholinguistics. 31, 3, p. 439-462 24 p.

Research output: Contribution to journalArticle

35 Scopus citations

The Narrative Waltz: The Role of Flexibility in Writing Proficiency

Allen, L. K., Snow, E. L. & McNamara, D., Jan 18 2016, (Accepted/In press) In : Journal of Educational Psychology.

Research output: Contribution to journalArticle

7 Scopus citations

The nature of mind wandering during reading varies with the cognitive control demands of the reading strategy

Moss, J., Schunn, C. D., Schneider, W. & McNamara, D., Nov 20 2013, In : Brain Research. 1539, p. 48-60 13 p.

Research output: Contribution to journalArticle

18 Scopus citations