If you made any changes in Pure these will be visible here soon.

Research Output

2020

Joint proceedings of the EDM 2019 workshops

Paquette, L. & Romero, C., Jan 1 2020, In : CEUR Workshop Proceedings. 2592

Research output: Contribution to journalEditorial

Modeling the Relationships Between Basic and Achievement Emotions in Computer-Based Learning Environments

Munshi, A., Mishra, S., Zhang, N., Paquette, L., Ocumpaugh, J., Baker, R. & Biswas, G., Jun 30 2020, Artificial Intelligence in Education: 21st International Conference, AIED 2020, Ifrane, Morocco, July 6–10, 2020, Proceedings, Part I. Bittencourt, I. I., Cukurova, M., Muldner, K., Luckin, R. & Millán, E. (eds.). Springer Nature Switzerland AG, p. 411-422 (Lecture Notes in Computer Science; vol. 12163).

Research output: Chapter in Book/Report/Conference proceedingChapter

The Invisible Breadcrumbs of Digital Learning: How Learner Actions Inform Us of Their Experience

Paquette, L. & Bosch, N., 2020, Handbook of Research on Digital Learning. Montebello, M. (ed.). IGI Global, p. 302-316 15 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

The relationship between confusion and metacognitive strategies in Betty's Brain

Zhang, Y., Bosch, N., Paquette, L., Munshi, A., Baker, R. S., Biswas, G. & Ocumpaugh, J., Mar 23 2020, LAK 2020 Conference Proceedings - Celebrating 10 years of LAK: Shaping the Future of the Field - 10th International Conference on Learning Analytics and Knowledge. Association for Computing Machinery, p. 276-284 9 p. (ACM International Conference Proceeding Series).

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

Understanding learner participation at scale: How and why

Haniya, S. & Paquette, L., May 1 2020, In : E-Learning and Digital Media. 17, 3, p. 236-252 17 p.

Research output: Contribution to journalArticle

2019

Affect sequences and learning in Betty's brain

Andres, J. M. A. L., Paquette, L., Ocumpaugh, J., Jiang, Y., Baker, R. S., Karumbaiah, S., Slater, S., Bosch, N., Munshi, A., Moore, A. & Biswas, G., 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. 383-390 8 p. (ACM International Conference Proceeding Series).

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

Comparing machine learning to knowledge engineering for student behavior modeling: a case study in gaming the system

Paquette, L. & Baker, R. S., Aug 18 2019, In : Interactive Learning Environments. 27, 5-6, p. 585-597 13 p.

Research output: Contribution to journalArticle

EDM & games: Leveling up engaged learning with data-rich analytics

Rowe, J., Mott, B., Paquette, L. & Lee, S., 2019, EDM 2019 - Proceedings of the 12th International Conference on Educational Data Mining. Lynch, C. F., Merceron, A., Desmarais, M. & Nkambou, R. (eds.). International Educational Data Mining Society, p. 775-776 2 p. (EDM 2019 - Proceedings of the 12th International Conference on Educational Data Mining).

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

2018

A system-general model for the detection of gaming the system behavior in CTAT and LearnSphere

Paquette, L., Baker, R. S. & Moskal, M., Jan 1 2018, Artificial Intelligence in Education - 19th International Conference, AIED 2018, Proceedings. Luckin, R., Porayska-Pomsta, K., du Boulay, B., Mavrikis, M., Penstein Rosé, C., McLaren, B., Martinez-Maldonado, R. & Hoppe, H. U. (eds.). Springer-Verlag Berlin Heidelberg, p. 257-260 4 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

Detecting and Addressing Frustration in a Serious Game for Military Training

DeFalco, J. A., Rowe, J. P., Paquette, L., Georgoulas-Sherry, V., Brawner, K., Mott, B. W., Baker, R. S. & Lester, J. C., Jun 1 2018, In : International Journal of Artificial Intelligence in Education. 28, 2, p. 152-193 42 p.

Research output: Contribution to journalArticle

Expert feature-engineering vs. Deep neural networks: Which is better for sensor-free affect detection?

Jiang, Y., Bosch, N., Baker, R. S., Paquette, L., Ocumpaugh, J., Andres, J. M. A. L., Moore, A. L. & Biswas, G., Jan 1 2018, Artificial Intelligence in Education: 19th International Conference, AIED 2018, London, UK, June 27–30, 2018, Proceedings, Part I. Penstein Rosé, C., Martínez-Maldonado, R., Hoppe, H. U., Luckin, R., Mavrikis, M., Porayska-Pomsta, K., McLaren, B. & du Boulay, B. (eds.). Springer-Verlag Berlin Heidelberg, p. 198-211 14 p. (Lecture Notes in Computer Science; vol. 10947).

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

How Immersive Virtual Environments Foster Self-Regulated Learning

Jiang, Y., Clarke-Midura, J., Baker, R. S., Paquette, L. & Keller, B., Mar 2 2018, Digital Technologies and Instructional Design for Personalized Learning. Zheng, R. (ed.). IGI Global, p. 28-54 27 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access

Modeling learners' cognitive and affective states to scaffold srl in open-ended learning environments

Munshi, A., Rajendran, R., Penn, J. O., Biswas, G., Baker, R. S. & Paquette, L., Jul 3 2018, UMAP 2018 - Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, Inc, p. 131-138 8 p. (UMAP 2018 - Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization).

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

Note-taking and science inquiry in an open-ended learning environment

Jiang, Y., Clarke-Midura, J., Keller, B., Baker, R. S., Paquette, L. & Ocumpaugh, J., Oct 2018, In : Contemporary Educational Psychology. 55, p. 12-29 18 p.

Research output: Contribution to journalArticle

2017

Affect dynamics in military trainees using vMedic: From engaged concentration to boredom to confusion

Ocumpaugh, J., Andres, J. M., Baker, R., DeFalco, J., Paquette, L., Rowe, J., Mott, B., Lester, J., Georgoulas, V., Brawner, K. & Sottilare, R., Jan 1 2017, Artificial Intelligence in Education - 18th International Conference, AIED 2017, Proceedings. Andre, E., Hu, X., Rodrigo, M. M. T., du Boulay, B. & Baker, R. (eds.). Springer-Verlag Berlin Heidelberg, p. 238-249 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

Behavioral predictors of MOOC post-course development

Wang, Y., Baker, R. S. & Paquette, L., Jan 1 2017, In : CEUR Workshop Proceedings. 1967, p. 100-111 12 p.

Research output: Contribution to journalConference article

Data Mining Methods for Assessing Self-Regulated Learning

Biswas, G., Baker, R. & Paquette, L., Sep 7 2017, Handbook of Self-Regulation of Learning and Performance. Schunk, D. H. & Greene, J. A. (eds.). 2 ed. Routledge, p. 388-403

Research output: Chapter in Book/Report/Conference proceedingChapter

Predicting student retention from behavior in an online orientation course

Kai, S., Andres, J. M. L., Paquette, L., Baker, R. S., Molnar, K., Watkins, H. & Moore, M., Jan 1 2017, p. 250-255. 6 p.

Research output: Contribution to conferencePaper

Preface

Hu, X., Barnes, T., Hershkovitz, A. & Paquette, L., Jan 1 2017, In : Proceedings of the 10th International Conference on Educational Data Mining, EDM 2017. p. ii

Research output: Contribution to journalEditorial

Preface

Hu, X., Barnes, T., Hershkovitz, A. & Paquette, L., Jan 1 2017, In : Proceedings of the 10th International Conference on Educational Data Mining, EDM 2017. p. ii

Research output: Contribution to journalEditorial

Variations of gaming behaviors across populations of students and across learning environments

Paquette, L. & Baker, R. S., Jan 1 2017, Artificial Intelligence in Education - 18th International Conference, AIED 2017, Proceedings. Andre, E., Hu, X., Rodrigo, M. M. T., du Boulay, B. & Baker, R. (eds.). Springer-Verlag Berlin Heidelberg, p. 274-286 13 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

Workshop on integrated learning analytics of MOOC post-course development

Wang, Y., Davis, D., Chen, G. & Paquette, L., Jan 1 2017, In : CEUR Workshop Proceedings. 1967, p. 95-99 5 p.

Research output: Contribution to journalConference article

Workshop on integrated learning analytics of MOOC post-course development

Wang, Y., Davis, D., Chen, G. & Paquette, L., 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. 506-507 2 p. (ACM International Conference Proceeding Series).

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

2016

Classifying behavior to elucidate elegant problem solving in an educational game

Malkiewich, L., Baker, R. S., Shute, V., Kai, S. & Paquette, L., Jan 1 2016, p. 448-453. 6 p.

Research output: Contribution to conferencePaper

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

Crossley, S., Mcnamara, D. S., 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, p. 6-14 9 p. (ACM International Conference Proceeding Series; vol. 25-29-April-2016).

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

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. S., 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. ElAtia, S., Ipperciel, D. & Zaïane, O. R. (eds.). Wiley-Blackwell, p. 55-66 12 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Longitudinal engagement, performance, and social connectivity: A MOOC case study using exponential random graph models

Zhu, M., Bergner, Y., Zhang, Y., Baker, R., Wang, Y. & Paquette, L., 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. 223-230 8 p. (ACM International Conference Proceeding Series; vol. 25-29-April-2016).

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

2015

A Comparison of Face-based and Interaction-based Affect Detectors in Physics Playground

Kai, S., Paquette, L., Baker, R. S., Bosch, N., D'Mello, S. K., Ocumpaugh, J., Shute, V. J. & Ventura, M., 2015. 8 p.

Research output: Contribution to conferencePaper

Analyzing student action sequences and affect while playing physics playground

Andres, J. M. L., Rodrigo, M. M. T., Baker, R. S., Paquette, L., Shute, V. J. & Ventura, M., Jan 1 2015, In : CEUR Workshop Proceedings. 1446

Research output: Contribution to journalConference article

Analyzing student action sequences and affect while playing Physics Playground

Andres, J. M. L., Rodrigo, M. M. T., Baker, R. S., Paquette, L., Shute, V. J. & Ventura, M., Jan 1 2015, In : CEUR Workshop Proceedings. 1432, p. 24-33 10 p.

Research output: Contribution to journalConference article

Cross-system transfer of machine learned and knowledge engineered models of gaming the system

Paquette, L., Baker, R. S., de Carvalho, A. & Ocumpaugh, J., Jan 1 2015, User Modeling, Adaptation and Personalization - 23rd International Conference, UMAP 2015, Proceedings. Bontcheva, K., Ricci, F., Conlan, O. & Lawless, S. (eds.). Springer-Verlag Berlin Heidelberg, p. 189-194 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9146).

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

Designing a Knowledge representation approach for the generation of pedagogical interventions by MTTs

Paquette, L., Lebeau, J. F., Beaulieu, G. & Mayers, A., Jan 10 2015, In : International Journal of Artificial Intelligence in Education. 25, 1, p. 118-156 39 p.

Research output: Contribution to journalArticle

Learning, moment-by-moment and over the long term

Jiang, Y., Baker, R. S., Paquette, L., Pedro, M. S. & Heffernan, N. T., Jan 1 2015, Artificial Intelligence in Education - 17th International Conference, AIED 2015, Proceedings. Conati, C., Heffernan, N., Mitrovic, A. & Felisa Verdejo, M. (eds.). Springer-Verlag Berlin Heidelberg, p. 654-657 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

2014

A Longitudinal Study on Learner Career Advancement in MOOCs

Wang, Y., Paquette, L. & Baker, R., 2014, In : Journal of Learning Analytics. 1, 3, p. 203-206

Research output: Contribution to journalArticle

An exploratory analysis of confusion among students using Newton's playground

Andres, J. M. L., Rodrigo, M. M. T., Sugay, J. O., Baker, R. S., Paquette, L., Shute, V. J., Ventura, M. & Small, M., Jan 1 2014, Proceedings of the 22nd International Conference on Computers in Education, ICCE 2014. Ogata, H., Lomicka-Anderson, L., Chai, C-S., Hampel, R., Hayashi, Y., Vassileva, J., Liu, C-C., Chen, W., Hsu, J., Lan, Y-J., Mason, J., Yamada, M., Shyu, H-Y., Weerasinghe, A., Wu, Y-T., Zhang, L., Kinshuk, Matsubara, Y., Miao, Y., Ogata, H., Kong, S. C., Chang, M., Jong, M. S. Y., Kuo, R., Robson, R., Wasson, B., Kashihara, A., Cress, U., Jansen, M., Oshima, J., Yin, C., Zhang, J. & Chinn, C. (eds.). Asia-Pacific Society for Computers in Education, p. 65-70 6 p. (Proceedings of the 22nd International Conference on Computers in Education, ICCE 2014).

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

Identifying transfer of inquiry skills across physical science simulations using educational data mining

Pedro, M. S., Jiang, Y., Paquette, L., Baker, R. S. & Gobert, J., Jan 1 2014, In : Proceedings of International Conference of the Learning Sciences, ICLS. 1, January, p. 222-229 8 p.

Research output: Contribution to journalConference article

Sensor-free affect detection for a simulation-based science inquiry learning environment

Paquette, L., Baker, R. S. J. D., Sao Pedro, M. A., Gobert, J. D., Rossi, L., Nakama, A. & Kauffman-Rogoff, Z., Jan 1 2014, Intelligent Tutoring Systems - 12th International Conference, ITS 2014, Proceedings. Springer-Verlag Berlin Heidelberg, p. 1-10 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8474 LNCS).

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

2013

Authoring problem-solving ITS with ASTUS: An interactive event

Paquette, L., Lebeau, J. F. & Mayers, A., Jul 16 2013, Artificial Intelligence in Education - 16th International Conference, AIED 2013, Proceedings. p. 934-935 2 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

Diagnosing errors from off-path steps in model-tracing tutors

Paquette, L., Lebeau, J. F. & Mayers, A., Jul 16 2013, Artificial Intelligence in Education - 16th International Conference, AIED 2013, Proceedings. p. 611-614 4 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

2012

Automating next-step hints generation using ASTUS

Paquette, L., Lebeau, J. F., Beaulieu, G. & Mayers, A., Jun 22 2012, Intelligent Tutoring Systems - 11th International Conference, ITS 2012, Proceedings. p. 201-211 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7315 LNCS).

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

Automating the modeling of learners' erroneous behaviors in model-tracing tutors

Paquette, L., Lebeau, J. F. & Mayers, A., Jul 13 2012, User Modeling, Adaptation, and Personalization - 20th International Conference, UMAP 2012, Proceedings. p. 316-321 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7379 LNCS).

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

2011

Authoring step-based ITS with ASTUS: An interactive event

Lebeau, J. F., Paquette, L. & Mayers, A., Jun 23 2011, Artificial Intelligence in Education - 15th International Conference, AIED 2011. 1 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

Generating task-specific next-step hints using domain-independent structures

Paquette, L., Lebeau, J. F., Mbungira, J. P. & Mayers, A., Jun 23 2011, Artificial Intelligence in Education - 15th International Conference, AIED 2011. p. 525-527 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

2010

An authoring language as a key to usability in a problem-solving ITS framework

Lebeau, J. F., Paquette, L., Fortin, M. & Mayers, A., Aug 27 2010, Intelligent Tutoring Systems - 10th International Conference, ITS 2010, Proceedings. PART 2 ed. p. 236-238 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

Authoring problem-solving ITS with ASTUS

Lebeau, J. F., Paquette, L. & Mayers, A., Aug 27 2010, Intelligent Tutoring Systems - 10th International Conference, ITS 2010, Proceedings. PART 2 ed. 1 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

Authoring Problem-Solving Tutors: A Comparison between ASTUS and CTAT

Paquette, L., Lebeau, J. F. & Mayers, A., Oct 6 2010, Advances in Intelligent Tutoring Systems. Nkambou, R., Bourdeau, J. & Mizoguchi, R. (eds.). Springer-Verlag Berlin Heidelberg, p. 377-405 29 p. (Studies in Computational Intelligence; vol. 308).

Research output: Chapter in Book/Report/Conference proceedingChapter

Integrating sophisticated domain-independent pedagogical behaviors in an ITS framework

Paquette, L., Lebeau, J. F. & Mayers, A., Aug 27 2010, Intelligent Tutoring Systems - 10th International Conference, ITS 2010, Proceedings. PART 2 ed. p. 248-250 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

2009

Design challenges for mobile assistive technologies applied to people with cognitive impairments

Boisvert, A. A., Paquette, L., Pigot, H. & Giroux, S., Nov 2 2009, Ambient Assistive Health and Wellness Management in the Heart of the City - 7th International Conference on Smart Homes and Health Telematics, ICOST 2009, Proceedings. p. 17-24 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5597 LNCS).

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