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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
4712012
Human-centered software engineering-integrating usability in the software development lifecycle
A Seffah, J Gulliksen, MC Desmarais
Springer Science & Business Media, 2005
1642005
Adaptive gamification for learning environments
E Lavoué, B Monterrat, M Desmarais, S George
IEEE Transactions on Learning Technologies 12 (1), 16-28, 2018
1222018
User-expertise modeling with empirically derived probabilistic implication networks
MC Desmarais, A Maluf, J Liu
User modeling and user-adapted interaction 5 (3), 283-315, 1995
1001995
A player model for adaptive gamification in learning environments
B Monterrat, M Desmarais, E Lavoué, S George
International conference on artificial intelligence in education, 297-306, 2015
942015
Cost-justifying electronic performance support systems
MC Desmarais, R Leclair, JY Fiset, H Talbi
Communications of the ACM 40 (7), 39-48, 1997
771997
Mapping question items to skills with non-negative matrix factorization
MC Desmarais
ACM SIGKDD Explorations Newsletter 13 (2), 30-36, 2012
762012
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
712010
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
702005
Conditions for effectively deriving a q-matrix from data with non-negative matrix factorization
M Desmarais
Educational Data Mining 2011, 2011
642011
An introduction to human-centered software engineering
A Seffah, J Gulliksen, MC Desmarais
Human-centered software engineering—integrating usability in the software …, 2005
632005
Fast Markov blanket discovery algorithm via local learning within single pass
S Fu, MC Desmarais
Conference of the Canadian Society for Computational Studies of Intelligence …, 2008
612008
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
582018
A matrix factorization method for mapping items to skills and for enhancing expert-based q-matrices
MC Desmarais, R Naceur
International Conference on Artificial Intelligence in Education, 441-450, 2013
572013
Learned student models with item to item knowledge structures
MC Desmarais, P Meshkinfam, M Gagnon
User Modeling and User-Adapted Interaction 16 (5), 403-434, 2006
552006
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
452005
Item to skills mapping: deriving a conjunctive q-matrix from data
MC Desmarais, B Beheshti, R Naceur
International conference on intelligent tutoring systems, 454-463, 2012
442012
Clustering and visualizing study state sequences
M Desmarais, F Lemieux
Educational Data Mining 2013, 2013
432013
Exploring the applications of user-expertise assessment for intelligent interfaces
MC Desmarais, J Liu
Proceedings of the INTERACT'93 and CHI'93 Conference on Human Factors in …, 1993
391993
Intelligent Guide: Combining user knowledge assessment with pedagogical guidance
R Khuwaja, M Desmarais, R Cheng
International Conference on Intelligent Tutoring Systems, 225-233, 1996
381996
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