Michel C. Desmarais
Orcid: 0000-0002-2990-1078Affiliations:
- École Polytechnique de Montréal, Department of Computer Engineering, Canada
According to our database1,
Michel C. Desmarais
authored at least 99 papers
between 1987 and 2024.
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Bibliography
2024
Effective test generation using pre-trained Large Language Models and mutation testing.
Inf. Softw. Technol., 2024
Contextual Embeddings and Graph Convolutional Networks for Concept Prerequisite Learning.
Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024
2023
J. Syst. Softw., September, 2023
Inf. Softw. Technol., July, 2023
Alloprof: a new French question-answer education dataset and its use in an information retrieval case study.
CoRR, 2023
Cluster-Based Performance of Student Dropout Prediction as a Solution for Large Scale Models in a Moodle LMS.
Proceedings of the LAK 2023: 13th International Learning Analytics and Knowledge Conference, 2023
2021
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021
Assessing Developer Expertise from the Statistical Distribution of Programming Syntax Patterns.
Proceedings of the EASE 2021: Evaluation and Assessment in Software Engineering, 2021
2020
Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, 2020
Proceedings of the 13th International Conference on Educational Data Mining, 2020
A Dataset of Learnersourced Explanations from an Online Peer Instruction Environment.
Proceedings of the 13th International Conference on Educational Data Mining, 2020
Proceedings of the Addressing Global Challenges and Quality Education, 2020
Proceedings of the 12th International Conference on Computer Supported Education, 2020
Proceedings of the Artificial Intelligence in Education - 21st International Conference, 2020
2019
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019
Proceedings of the 12th International Conference on Educational Data Mining, 2019
Proceedings of the 12th International Conference on Educational Data Mining, 2019
2018
New Rev. Hypermedia Multim., 2018
Proceedings of the 14th International Conference on Intelligent Tutoring Systems 2018 Workshops, 2018
Proceedings of the 14th International Conference on Intelligent Tutoring Systems 2018 Workshops, 2018
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018
Proceedings of the IEEE International Conference on Data Mining, 2018
Proceedings of the 11th International Conference on Educational Data Mining, 2018
2017
ACM UMAP 2017 - User Modeling, Adaptation and Personalization: 9-12 July, 2017 at FIIT STU, Bratislava, Slovakia.
SIGWEB Newsl., 2017
Performance Comparison of Recent Imputation Methods for Classification Tasks over Binary Data.
Appl. Artif. Intell., 2017
Encoding User as More Than the Sum of Their Parts: Recurrent Neural Networks and Word Embedding for People-to-people Recommendation.
Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 2017
2016
Proceedings of the 9th International Conference on Educational Data Mining, 2016
Proceedings of the 9th International Conference on Educational Data Mining, 2016
Refinement of a Q-matrix with an Ensemble Technique Based on Multi-label Classification Algorithms.
Proceedings of the Adaptive and Adaptable Learning, 2016
Proceedings of the Adaptive and Adaptable Learning, 2016
2015
Proceedings of the 8th International Conference on Educational Data Mining, 2015
An Analysis of Peer-submitted and Peer-reviewed Answer Rationales in a Web-based Peer Instruction Based Learning Environment.
Proceedings of the 8th International Conference on Educational Data Mining, 2015
Goodness of Fit of Skills Assessment Approaches: Insights from Patterns of Real vs. Synthetic Data Sets.
Proceedings of the 8th International Conference on Educational Data Mining, 2015
Proceedings of the Artificial Intelligence in Education - 17th International Conference, 2015
2014
Towards the Efficient Recovery of General Multi-Dimensional Bayesian Network Classifier.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2014
Heuristic Inspection to Assess Persuasiveness: A Case Study of a Mathematics E-learning Program.
Proceedings of the Design, User Experience, and Usability. Theories, Methods, and Tools for Designing the User Experience, 2014
Proceedings of the 7th International Conference on Educational Data Mining, 2014
Predictive performance of prevailing approaches to skills assessment techniques: Insights from real vs. synthetic data sets.
Proceedings of the 7th International Conference on Educational Data Mining, 2014
Efficient learning of general Bayesian network Classifier by Local and Adaptive Search.
Proceedings of the International Conference on Data Science and Advanced Analytics, 2014
2013
Int. J. Concept. Struct. Smart Appl., 2013
Combining Collaborative Filtering and Text Similarity for Expert Profile Recommendations in Social Websites.
Proceedings of the User Modeling, Adaptation, and Personalization, 2013
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013
Proceedings of the 6th International Conference on Educational Data Mining, 2013
A Matrix Factorization Method for Mapping Items to Skills and for Enhancing Expert-Based Q-Matrices.
Proceedings of the Artificial Intelligence in Education - 16th International Conference, 2013
2012
A review of recent advances in learner and skill modeling in intelligent learning environments.
User Model. User Adapt. Interact., 2012
Proceedings of the Workshop and Poster Proceedings of the 20th Conference on User Modeling, 2012
Improving Matrix Factorization Techniques of Student Test Data with Partial Order Constraints.
Proceedings of the User Modeling, Adaptation, and Personalization, 2012
Proceedings of the Intelligent Tutoring Systems - 11th International Conference, 2012
Proceedings of the 5th International Conference on Educational Data Mining, 2012
2011
SIGKDD Explor., 2011
Performance Comparison of Item-to-Item Skills Models with the IRT Single Latent Trait Model.
Proceedings of the User Modeling, Adaption and Personalization, 2011
Conditions for Effectively Deriving a Q-Matrix from Data with Non-negative Matrix Factorization. Best Paper Award.
Proceedings of the 4th International Conference on Educational Data Mining, 2011
2010
Proceedings of the Educational Data Mining 2010, 2010
2009
Human-Centered Software Engineering: Software Engineering Architectures, Patterns, and Sodels for Human Computer Interaction.
Proceedings of the Human-Centered Software Engineering, 2009
Proceedings of the Human-Centered Software Engineering, 2009
Simple but Effective Porn Query Recognition by k-NN with Semantic Similarity Measure.
Proceedings of the Advances in Data and Web Management, Joint International Conferences, 2009
Proceedings of the IEEE International Conference on Systems, 2009
Cross-Channel Query Recommendation on Commercial Mobile Search Engine: Why, How and Empirical Evaluation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009
Large Scale Analysis of Chinese Mobile Query Behavior.
Proceedings of the 2009 International Conference on Information & Knowledge Engineering, 2009
L'environnement de développement dynamique (EDD) pour le prototypage rapide d'interfaces graphiques.
Proceedings of the 21st International Conference of the Association Francophone d'Interaction Homme-Machine, 2009
2008
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008
Proceedings of the Hybrid Learning and Education, First International Conference, 2008
Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008
Proceedings of the Educational Data Mining 2008, 2008
Proceedings of the Advances in Artificial Intelligence , 2008
2007
A method to elicit architecturally sensitive usability requirements: its integration into a software development process.
Softw. Qual. J., 2007
Conception centrée sur l'utilisateur lors de la définition des exigences en RUP©. Une étude de cas.
Ingénierie des Systèmes d Inf., 2007
Gesture-based interactions with virtually embodied wearable computer software processes competing for user attention.
Proceedings of the IEEE International Conference on Systems, 2007
Comparing voice with touch screen for controlling the instructor's operating station of a flight simulator.
Proceedings of the IEEE International Conference on Systems, 2007
Proceedings of the AI 2007: Advances in Artificial Intelligence, 2007
2006
User Model. User Adapt. Interact., 2006
Investigating the impact of usability on software architecture through scenarios: A case study on Web systems.
J. Syst. Softw., 2006
Support mobile à la tâche: médiation utilisateur - monde réel par l'intermédiaire d'un ordinateur porté.
Proceedings of the 18th International Conference of the Association Francophone d'Interaction Homme-Machine, 2006
Un environnement de développement dynamique qui intègre des composants graphiques actifs.
Proceedings of the 18th International Conference of the Association Francophone d'Interaction Homme-Machine, 2006
Proceedings of the Innovative Approaches for Learning and Knowledge Sharing, 2006
Enhancing human-machine interactions: virtual interface alteration through wearable computers.
Proceedings of the 2006 Conference on Human Factors in Computing Systems, 2006
2005
A Bayesian Student Model without Hidden Nodes and its Comparison with Item Response Theory.
Int. J. Artif. Intell. Educ., 2005
Web Log Session Analyzer: Integrating Parsing and Logic Programming into a Data Mart Architecture.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005
Computer Adaptive Testing: Comparison of a Probabilistic Network Approach with Item Response Theory.
Proceedings of the User Modeling 2005, 2005
Proceedings of the Artificial Intelligence in Education, 2005
2004
Accommodating usability driven changes in existing software architecture.
Proceedings of the IASTED Conference on Software Engineering and Applications, 2004
2001
A New Uncertainty Measure for Belief Networks with Applications to Optimal Evidential Inferencing.
IEEE Trans. Knowl. Data Eng., 2001
1999
Proceedings of the 4th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education, 1999
1997
Thomas K. Landauer / The Trouble with Computers: Usefulness, Usability, and Productivity.
User Model. User Adapt. Interact., 1997
A Method of Learning Implication Networks from Empirical Data: Algorithm and Monte-Carlo Simulation-Based Validation.
IEEE Trans. Knowl. Data Eng., 1997
1996
Inf. Sci., 1996
Proceedings of the Intelligent Tutoring Systems, Third International Conference, 1996
1995
User Model. User Adapt. Interact., 1995
1994
Proceedings of the Conference on Human Factors in Computing Systems, 1994
1993
Int. J. Man Mach. Stud., 1993
Experimental results on user knowledge assessment with an evidential reasoning methodology.
Proceedings of the 1st International Workshop on Intelligent User Interfaces, 1993
Proceedings of the Human-Computer Interaction, 1993
1991
A Meteorological Database for Numerical and Non-Numerical Processing.
Proceedings of the Proceedings of the International Conference on Database and Expert Systems Applications, 1991
1989
Plan recognition in HCI: the parsing of user actions.
Proceedings of the Mental Models and Human-Computer Interaction 2 [selected papers of the 8th Interdisciplinary Workshop in Informatics and Psychology, 1989
1987
User modelling for a text-editor coach.
Proceedings of the Mental Models and Human-Computer Interaction 1 [selected papers of the 6th Interdisciplinary Workshop in Informatics and Psychology, 1987