A review of recent advances in learner and skill modeling in intelligent learning environments MC Desmarais, RSJ Baker User Modeling and User-Adapted Interaction 22 (1-2), 9-38, 2012 | 570 | 2012 |
Adaptive gamification for learning environments E Lavoué, B Monterrat, M Desmarais, S George IEEE Transactions on Learning Technologies 12 (1), 16-28, 2018 | 238 | 2018 |
Github copilot ai pair programmer: Asset or liability? AM Dakhel, V Majdinasab, A Nikanjam, F Khomh, MC Desmarais, ... Journal of Systems and Software 203, 111734, 2023 | 194 | 2023 |
Human-centered software engineering-integrating usability in the software development lifecycle A Seffah, J Gulliksen, MC Desmarais Springer Science & Business Media, 2005 | 186 | 2005 |
Deep knowledge tracing and dynamic student classification for knowledge tracing S Minn, Y Yu, MC Desmarais, F Zhu, JJ Vie 2018 IEEE International conference on data mining (ICDM), 1182-1187, 2018 | 151 | 2018 |
A player model for adaptive gamification in learning environments B Monterrat, M Desmarais, E Lavoué, S George Artificial Intelligence in Education: 17th International Conference, AIED …, 2015 | 122 | 2015 |
User-expertise modeling with empirically derived probabilistic implication networks MC Desmarais, A Maluf, J Liu User modeling and user-adapted interaction 5, 283-315, 1995 | 106 | 1995 |
Mapping question items to skills with non-negative matrix factorization MC Desmarais ACM Sigkdd Explorations Newsletter 13 (2), 30-36, 2012 | 96 | 2012 |
Markov blanket based feature selection: a review of past decade S Fu, MC Desmarais Proceedings of the world congress on engineering 1, 321-328, 2010 | 95 | 2010 |
Fast Markov blanket discovery algorithm via local learning within single pass S Fu, MC Desmarais Advances in Artificial Intelligence: 21st Conference of the Canadian Society …, 2008 | 81 | 2008 |
Cost-justifying electronic performance support systems MC Desmarais, R Leclair, JY Fiset, H Talbi Communications of the ACM 40 (7), 39-48, 1997 | 79 | 1997 |
HCI, usability and software engineering integration: present and future A Seffah, MC Desmarais, E Metzker Human-centered software engineering—integrating usability in the software …, 2005 | 78 | 2005 |
An introduction to human-centered software engineering: Integrating usability in the development process A Seffah, J Gulliksen, MC Desmarais Human-centered software engineering—integrating usability in the software …, 2005 | 73 | 2005 |
A matrix factorization method for mapping items to skills and for enhancing expert-based q-matrices MC Desmarais, R Naceur Artificial Intelligence in Education: 16th International Conference, AIED …, 2013 | 72 | 2013 |
Conditions for effectively deriving a q-matrix from data with non-negative matrix factorization M Desmarais Educational Data Mining 2011, 2011 | 70 | 2011 |
Learned student models with item to item knowledge structures MC Desmarais, P Meshkinfam, M Gagnon User Modeling and User-Adapted Interaction 16, 403-434, 2006 | 65 | 2006 |
Clustering and visualizing study state sequences M Desmarais, F Lemieux Educational Data Mining 2013, 2013 | 55 | 2013 |
Item to skills mapping: deriving a conjunctive q-matrix from data MC Desmarais, B Beheshti, R Naceur Intelligent Tutoring Systems: 11th International Conference, ITS 2012 …, 2012 | 51 | 2012 |
A Bayesian student model without hidden nodes and its comparison with item response theory MC Desmarais, X Pu International Journal of Artificial Intelligence in Education 15 (4), 291-323, 2005 | 51 | 2005 |
Dynamic student classiffication on memory networks for knowledge tracing S Minn, MC Desmarais, F Zhu, J Xiao, J Wang Advances in Knowledge Discovery and Data Mining: 23rd Pacific-Asia …, 2019 | 40 | 2019 |