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Michel Desmarais
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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
5992012
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
3802023
Adaptive gamification for learning environments
E Lavoué, B Monterrat, M Desmarais, S George
IEEE Transactions on Learning Technologies 12 (1), 16-28, 2018
2862018
Human-centered software engineering-integrating usability in the software development lifecycle
A Seffah, J Gulliksen, MC Desmarais
Springer Science & Business Media, 2005
1902005
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
1802018
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
1322015
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
1061995
Mapping question items to skills with non-negative matrix factorization
MC Desmarais
ACM Sigkdd Explorations Newsletter 13 (2), 30-36, 2012
1052012
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
982010
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
902008
Cost-justifying electronic performance support systems
MC Desmarais, R Leclair, JY Fiset, H Talbi
Communications of the ACM 40 (7), 39-48, 1997
821997
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
802013
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
802005
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
742005
Conditions for effectively deriving a q-matrix from data with non-negative matrix factorization
M Desmarais
Educational Data Mining 2011, 2011
722011
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
662006
Effective test generation using pre-trained large language models and mutation testing
AM Dakhel, A Nikanjam, V Majdinasab, F Khomh, MC Desmarais
Information and Software Technology 171, 107468, 2024
582024
Clustering and visualizing study state sequences
M Desmarais, F Lemieux
Educational Data Mining 2013, 2013
582013
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
542012
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
532005
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