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  • Danielle McNamara
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  • Conference contribution

    iSTART-E: Reading comprehension strategy training for Spanish speakers

    McCarthy, K. S., Soto, C., Malbrán, C., Fonseca, L., Simian, M. & McNamara, D., Jan 1 2018, Artificial Intelligence in Education - 19th International Conference, AIED 2018, Proceedings. Springer Verlag, p. 215-219 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10948 LNAI).

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

    1 Scopus citations
  • iSTART therefore I understand: But metacognitive supports did not enhance comprehension gains

    McCarthy, K. S., Jacovina, M. E., Snow, E. L., Guerrero, T. A. & McNamara, D., 2017, Artificial Intelligence in Education - 18th International Conference, AIED 2017, Proceedings. Springer Verlag, Vol. 10331 LNAI. p. 201-211 11 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

    1 Scopus citations
  • Longitudinal analysis and visualization of participation in online courses powered by cohesion network analysis

    Sirbu, M. D., Dascalu, M., Crossley, S. A., McNamara, D. S. & Trausan-Matu, S., 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), (Computer-Supported Collaborative Learning Conference, CSCL; vol. 2).

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

    4 Scopus citations
  • MiBoard: Creating a virtual environment from a physical environment

    Dempsey, K., Jackson, G. T. & McNamara, D. S., Aug 27 2010, Intelligent Tutoring Systems - 10th International Conference, ITS 2010, Proceedings. PART 2 ed. p. 294-296 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

    1 Scopus citations
  • Modeling math success using cohesion network analysis

    Crossley, S. A., Sirbu, M. D., Dascalu, M., Barnes, T., Lynch, C. F. & McNamara, D., Jan 1 2018, Artificial Intelligence in Education - 19th International Conference, AIED 2018, Proceedings. Springer Verlag, p. 63-67 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10948 LNAI).

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

    1 Scopus citations
  • Motivational impacts of a game-based intelligent tutoring system

    Jackson, G. T. & McNamara, D. S., Sep 9 2011, Proceedings of the 24th International Florida Artificial Intelligence Research Society, FLAIRS - 24. p. 519-524 6 p. (Proceedings of the 24th International Florida Artificial Intelligence Research Society, FLAIRS - 24).

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

    16 Scopus citations
  • Number of words versus number of ideas: Finding a better predictor of writing quality

    Weston, J. L., Crossley, S. A., McCarthy, P. M. & McNamara, D. S., Sep 9 2011, Proceedings of the 24th International Florida Artificial Intelligence Research Society, FLAIRS - 24. p. 335-340 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
  • 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 proceedingConference contribution

    5 Scopus citations
  • Predicting human scores of essay quality using computational indices of linguistic and textual features

    Crossley, S. A., Roscoe, R. & McNamara, D. S., Jun 23 2011, Artificial Intelligence in Education - 15th International Conference, AIED 2011. p. 438-440 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

    22 Scopus citations
  • Predicting math performance using natural language processing tools

    Crossley, S., Liu, R. & 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. 339-347 9 p. (ACM International Conference Proceeding Series).

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

    9 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 proceedingConference contribution

    3 Scopus citations
  • Predicting multi-document comprehension: Cohesion network analysis

    Nicula, B., Perret, C. A., Dascalu, M. & McNamara, D. S., Jan 1 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. 358-369 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
  • Predicting question quality using recurrent neural networks

    Ruseti, S., Dascalu, M., Johnson, A., Balyan, R., Kopp, K. J., McNamara, D., Crossley, S. A. & Trausan-Matu, S., 2018, Artificial Intelligence in Education - 19th International Conference, AIED 2018, Proceedings. Mavrikis, M., Penstein Rosé, C., McLaren, B., Hoppe, H. U., Luckin, R., Porayska-Pomsta, K., du Boulay, B. & Martinez-Maldonado, R. (eds.). Springer Verlag, p. 491-502 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10947 LNAI).

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

    3 Scopus citations
  • Predicting success in massive open online courses (Moocs) using cohesion network analysis

    Crossley, S. A., Dascalu, M., McNamara, D. S., Baker, R. & Trausan-Matu, S., Jan 1 2017, Making a Difference: Prioritizing Equity and Access in CSCL - 12th International Conference on Computer Supported Collaborative Learning, CSCL 2017 - Conference Proceedings. Smith, B. K., Borge, M., Mercier, E. & Lim, K. Y. (eds.). International Society of the Learning Sciences (ISLS), p. 103-110 8 p. (Computer-Supported Collaborative Learning Conference, CSCL; vol. 1).

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

    12 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 proceedingConference 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 proceedingConference 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 proceedingConference contribution

  • 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 proceedingConference 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 proceedingConference 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 proceedingConference contribution

    4 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

    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 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
  • 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
  • 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 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
  • 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

    5 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
  • 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
  • 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
  • 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

    22 Scopus citations
  • The role of local and global weighting in assessing the semantic similarity of texts using latent semantic analysis

    Lintean, M., Moldovan, C., Rus, V. & McNamara, D., Oct 19 2010, Proceedings of the 23rd International Florida Artificial Intelligence Research Society Conference, FLAIRS-23. p. 235-240 6 p. (Proceedings of the 23rd International Florida Artificial Intelligence Research Society Conference, FLAIRS-23).

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

    21 Scopus citations
  • Towards a computational assessment of freewriting quality

    Weston, J. L., Crossley, S. A. & McNamara, D. S., Oct 19 2010, Proceedings of the 23rd International Florida Artificial Intelligence Research Society Conference, FLAIRS-23. p. 283-288 6 p. (Proceedings of the 23rd International Florida Artificial Intelligence Research Society Conference, FLAIRS-23).

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

    8 Scopus citations
  • Towards an Automated Model of Comprehension (AMoC)

    Dascalu, M., Paraschiv, I. C., McNamara, D. & Trausan-Matu, S., Jan 1 2018, Lifelong Technology-Enhanced Learning - 13th European Conference on Technology Enhanced Learning, EC-TEL 2018, Proceedings. Elferink, R., Drachsler, H., Pammer-Schindler, V., Perez-Sanagustin, M. & Scheffel, M. (eds.). Springer Verlag, p. 427-436 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11082 LNCS).

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

    1 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 proceedingConference 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 proceedingConference contribution

    3 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 proceedingConference contribution

    5 Scopus citations
  • Editorial

    Computational methods to extract meaning from text and advance theories of human cognition

    McNamara, D. S., Jan 2011, In : Topics in Cognitive Science. 3, 1, p. 3-17 15 p.

    Research output: Contribution to journalEditorial

    40 Scopus citations
  • 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 journalEditorial

    7 Scopus citations
  • Paper

    Combining machine learning and natural language processing to assess literary text comprehension

    Balyan, R., McCarthy, K. S. & McNamara, D. S., Jan 1 2017, p. 244-249. 6 p.

    Research output: Contribution to conferencePaper

    5 Scopus citations
  • Linking language to math success in an on-line course

    Crossley, S., Barnes, T., Lynch, C. & McNamara, D. S., Jan 1 2017, p. 180-185. 6 p.

    Research output: Contribution to conferencePaper

    6 Scopus citations
  • Metacognitive prompt overdose: Positive and negative effects of prompts in iSTART

    McCarthy, K. S., Johnson, A., Likens, A. D., Martin, Z. & McNamara, D. S., Jan 1 2017, p. 404-405. 2 p.

    Research output: Contribution to conferencePaper

    1 Scopus citations
  • Review article

    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 journalReview article

    10 Scopus citations
  • Translating advances in reading comprehension research to educational practice

    McNamara, D. & Kendeou, P., Oct 1 2011, In : International Electronic Journal of Elementary Education. 4, 1, p. 33-46 14 p.

    Research output: Contribution to journalReview article

    27 Scopus citations