Michel C. Desmarais

ORCID

Publication Activity (10 Years)

Years Active: 1987-2024
Publications (10 Years): 37

Top Venues

Publications

Jean-Charles Layoun, Amal Zouaq, Michel C. Desmarais
Contextual Embeddings and Graph Convolutional Networks for Concept Prerequisite Learning. SAC (2024)
Arghavan Moradi Dakhel, Amin Nikanjam, Vahid Majdinasab, Foutse Khomh, Michel C. Desmarais
Effective test generation using pre-trained Large Language Models and mutation testing. Inf. Softw. Technol. 171 (2024)
Florian Tambon, Arghavan Moradi Dakhel, Amin Nikanjam, Foutse Khomh, Michel C. Desmarais, Giuliano Antoniol
Bugs in Large Language Models Generated Code: An Empirical Study. CoRR (2024)
Arghavan Moradi Dakhel, Vahid Majdinasab, Amin Nikanjam, Foutse Khomh, Michel C. Desmarais, Zhen Ming (Jack) Jiang
GitHub Copilot AI pair programmer: Asset or Liability? J. Syst. Softw. 203 (2023)
Arghavan Moradi Dakhel, Amin Nikanjam, Vahid Majdinasab, Foutse Khomh, Michel C. Desmarais
Effective Test Generation Using Pre-trained Large Language Models and Mutation Testing. CoRR (2023)
Arghavan Moradi Dakhel, Michel C. Desmarais, Foutse Khomh
Dev2vec: Representing domain expertise of developers in an embedding space. Inf. Softw. Technol. 159 (2023)
Louis-Vincent Poellhuber, Bruno Poellhuber, Michel C. Desmarais, Christian Léger, Normand Roy, Mathieu Manh-Chien Vu
Cluster-Based Performance of Student Dropout Prediction as a Solution for Large Scale Models in a Moodle LMS. LAK (2023)
Antoine Lefebvre-Brossard, Stephane Gazaille, Michel C. Desmarais
Alloprof: a new French question-answer education dataset and its use in an information retrieval case study. CoRR (2023)
Arghavan Moradi Dakhel, Vahid Majdinasab, Amin Nikanjam, Foutse Khomh, Michel C. Desmarais, Zhen Ming Jiang
GitHub Copilot AI pair programmer: Asset or Liability? CoRR (2022)
Arghavan Moradi Dakhel, Michel C. Desmarais, Foutse Khomh
Dev2vec: Representing Domain Expertise of Developers in an Embedding Space. CoRR (2022)
Arghavan Moradi Dakhel, Michel C. Desmarais, Foutse Khomh
Assessing Developer Expertise from the Statistical Distribution of Programming Syntax Patterns. EASE (2021)
Asana Neishabouri, Michel C. Desmarais
Estimating the Number of Latent Topics Through a Combination of Methods. KES (2021)
Asana Neishabouri, Michel C. Desmarais
Inferring the Number and Order of Embedded Topics Across Documents. KES (2021)
Boniface Mbouzao, Michel C. Desmarais, Ian Shrier
Early Prediction of Success in MOOC from Video Interaction Features. AIED (2) (2020)
Sameer Bhatnagar, Amal Zouaq, Michel C. Desmarais, Elizabeth S. Charles
Learnersourcing Quality Assessment of Explanations for Peer Instruction. EC-TEL (2020)
Boniface Mbouzao, Michel C. Desmarais, Ian Shrier
Methodology to measure of similarity in student video sequence of interactions. EDM (2020)
Sameer Bhatnagar, Michel C. Desmarais, Amal Zouaq, Elizabeth S. Charles
A Dataset of Learnersourced Explanations from an Online Peer Instruction Environment. EDM (2020)
Asana Neishabouri, Michel C. Desmarais
Reliability of Perplexity to Find Number of Latent Topics. FLAIRS Conference (2020)
Hadi Abdi Ghavidel, Amal Zouaq, Michel C. Desmarais
Using BERT and XLNET for the Automatic Short Answer Grading Task. CSEDU (1) (2020)
Boniface Mbouzao, Michel C. Desmarais, Ian Shrier
A Methodology for Student Video Interaction Patterns Analysis and Classification. EDM (2019)
Sein Minn, Michel C. Desmarais, Feida Zhu, Jing Xiao, Jianzong Wang
Dynamic Student Classiffication on Memory Networks for Knowledge Tracing. PAKDD (2) (2019)
Élise Lavoué, Baptiste Monterrat, Michel C. Desmarais, Sébastien George
Adaptive Gamification for Learning Environments. IEEE Trans. Learn. Technol. 12 (1) (2019)
Vincent Gagnon, Audrey Labrie, Sameer Bhatnagar, Michel C. Desmarais
Filtering non-relevant short answers in peer learning applications. EDM (2019)
Eelco Herder, Mária Bieliková, Federica Cena, Michel C. Desmarais
Introduction to the Special Issue on User Modeling, Adaptation and Personalization. New Rev. Hypermedia Multim. 24 (3) (2018)
Michel C. Desmarais
An Enrolment Admission Strategy Based on Data Analytics. ITS Workshops (2018)
Sein Minn, Feida Zhu, Michel C. Desmarais
Improving Knowledge Tracing Model by Integrating Problem Difficulty. ICDM Workshops (2018)
Sein Minn, Yi Yu, Michel C. Desmarais, Feida Zhu, Jill-Jênn Vie
Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing. ICDM (2018)
Sein Minn, Yi Yu, Michel C. Desmarais, Feida Zhu, Jill-Jênn Vie
Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing. CoRR (2018)
Peng Xu, Michel C. Desmarais
An Empirical Research on Identifiability and Q-matrix Design for DINA model. EDM (2018)
Sébastien Béland, Michel C. Desmarais, Nathalie Loye
Preface. ITS Workshops (2018)
Soroosh Ghorbani, Michel C. Desmarais
Performance Comparison of Recent Imputation Methods for Classification Tasks over Binary Data. Appl. Artif. Intell. 31 (1) (2017)
Mária Bieliková, Eelco Herder, Federica Cena, Michel C. Desmarais
ACM UMAP 2017 - User Modeling, Adaptation and Personalization: 9-12 July, 2017 at FIIT STU, Bratislava, Slovakia. SIGWEB Newsl. 2017 (Winter) (2017)
Antoine Lefebvre-Brossard, Alexandre Spaeth, Michel C. Desmarais
Encoding User as More Than the Sum of Their Parts: Recurrent Neural Networks and Word Embedding for People-to-people Recommendation. UMAP (2017)
Sameer Bhatnagar, Nathaniel Lasry, Michel C. Desmarais, Elizabeth S. Charles
DALITE: Asynchronous Peer Instruction for MOOCs. EC-TEL (2016)
Sameer Bhatnagar, Michel C. Desmarais, Nathaniel Lasry, Elizabeth S. Charles
Text Classification of Student Self-Explanations in College Physics Questions. EDM (2016)
Sein Minn, Michel C. Desmarais, Shunkai Fu
Refinement of a Q-matrix with an Ensemble Technique Based on Multi-label Classification Algorithms. EC-TEL (2016)
Peng Xu, Michel C. Desmarais
Boosted Decision Tree for Q-matrix Refinement. EDM (2016)
Behzad Beheshti, Michel C. Desmarais
Goodness of Fit of Skills Assessment Approaches: Insights from Patterns of Real vs. Synthetic Data Sets. EDM (2015)
Michel C. Desmarais, Peng Xu, Behzad Beheshti
A Partition Tree Approach to Combine Techniques to Refine Item to Skills Q-Matrices. EDM (2015)
Sameer Bhatnagar, Michel C. Desmarais, Chris Whittaker, Nathaniel Lasry, Michael Dugdale, Kevin Lenton, Elizabeth S. Charles
An Analysis of Peer-submitted and Peer-reviewed Answer Rationales in a Web-based Peer Instruction Based Learning Environment. EDM (2015)
Baptiste Monterrat, Michel C. Desmarais, Élise Lavoué, Sébastien George
A Player Model for Adaptive Gamification in Learning Environments. AIED (2015)
Eric Brangier, Michel C. Desmarais
Heuristic Inspection to Assess Persuasiveness: A Case Study of a Mathematics E-learning Program. HCI (8) (2014)
Sein Minn, Shunkai Fu, Michel C. Desmarais
Efficient learning of general Bayesian network Classifier by Local and Adaptive Search. DSAA (2014)
Behzad Beheshti, Michel C. Desmarais
Predictive performance of prevailing approaches to skills assessment techniques: Insights from real vs. synthetic data sets. EDM (2014)
Michel C. Desmarais, Behzad Beheshti, Peng Xu
The refinement of a Q-matrix: Assessing methods to validate tasks to skills mapping. EDM (2014)
Shunkai Fu, Sein Minn, Michel C. Desmarais
Towards the Efficient Recovery of General Multi-Dimensional Bayesian Network Classifier. MLDM (2014)
Alexandre Spaeth, Michel C. Desmarais
Combining Collaborative Filtering and Text Similarity for Expert Profile Recommendations in Social Websites. UMAP (2013)
Michel C. Desmarais, Rhouma Naceur
A Matrix Factorization Method for Mapping Items to Skills and for Enhancing Expert-Based Q-Matrices. AIED (2013)
Eric Brangier, Michel C. Desmarais
The Design and Evaluation of the Persuasiveness of e-Learning Interfaces. Int. J. Concept. Struct. Smart Appl. 1 (2) (2013)
Soroosh Ghorbani, Michel C. Desmarais
Selective Sampling Designs to Improve the Performance of Classification Methods. ICMLA (2) (2013)
Michel C. Desmarais, François Lemieux
Clustering and Visualizing Study State Sequences. EDM (2013)
Michel C. Desmarais, Ryan Shaun Joazeiro de Baker
A review of recent advances in learner and skill modeling in intelligent learning environments. User Model. User Adapt. Interact. 22 (1-2) (2012)
Michel C. Desmarais, Rhouma Naceur, Behzad Beheshti
Linear models of student skills for static data. UMAP Workshops (2012)
Behzad Beheshti, Michel C. Desmarais, Rhouma Naceur
Methods to find the number of latent skills. EDM (2012)
Michel C. Desmarais, Behzad Beheshti, Rhouma Naceur
Item to Skills Mapping: Deriving a Conjunctive Q-matrix from Data. ITS (2012)
Behzad Beheshti, Michel C. Desmarais
Improving Matrix Factorization Techniques of Student Test Data with Partial Order Constraints. UMAP (2012)
Michel C. Desmarais
Conditions for Effectively Deriving a Q-Matrix from Data with Non-negative Matrix Factorization. Best Paper Award. EDM (2011)
Michel C. Desmarais
Mapping question items to skills with non-negative matrix factorization. SIGKDD Explor. 13 (2) (2011)
Michel C. Desmarais
Performance Comparison of Item-to-Item Skills Models with the IRT Single Latent Trait Model. UMAP (2011)
Michel C. Desmarais, Ildikó Pelczer
On the Faithfulness of Simulated Student Performance Data. EDM (2010)
Shunkai Fu, Bingfeng Pi, Michel C. Desmarais, Ying Zhou, Weilei Wang, Song Han
Query Recommendation and Its Usefulness Evaluation on Mobile Search Engine. SMC (2009)
André Jodoin, Michel C. Desmarais
L'environnement de développement dynamique (EDD) pour le prototypage rapide d'interfaces graphiques. IHM (2009)
Shunkai Fu, Song Han, Bingfeng Pi, Michel C. Desmarais, Ying Zhou, Jianhui Zhuo, Gang Zou, Weilei Wang
Large Scale Analysis of Chinese Mobile Query Behavior. IKE (2009)
Shunkai Fu, Bingfeng Pi, Ying Zhou, Michel C. Desmarais, Weilei Wang, Song Han, Xunrong Rao
Cross-Channel Query Recommendation on Commercial Mobile Search Engine: Why, How and Empirical Evaluation. PAKDD (2009)
Shunkai Fu, Michel C. Desmarais, Bingfeng Pi, Ying Zhou, Weilei Wang, Gang Zou, Song Han, Xunrong Rao
Simple but Effective Porn Query Recognition by k-NN with Semantic Similarity Measure. APWeb/WAIM (2009)
Shunkai Fu, Michel C. Desmarais, Fan Li
One-Pass Learning Algorithm for Fast Recovery of Bayesian Network. FLAIRS Conference (2008)
Shunkai Fu, Michel C. Desmarais
Fast Markov Blanket Discovery Algorithm Via Local Learning within Single Pass. Canadian Conference on AI (2008)
Shunkai Fu, Michel C. Desmarais
Tradeoff Analysis of Different Markov Blanket Local Learning Approaches. PAKDD (2008)
Michel C. Desmarais, Alejandro Villarreal, Michel Gagnon
Adaptive Test Design with a Naive Bayes Framework. EDM (2008)
Michel C. Desmarais
Just-in-Time Knowledge for Effective Hybrid Learning. ICHL (2008)
Joël Migneault, Jean-Marc Robert, Michel C. Desmarais, Sylvain Caron
Comparing voice with touch screen for controlling the instructor's operating station of a flight simulator. SMC (2007)
François Lemieux, Michel C. Desmarais
Conception centrée sur l'utilisateur lors de la définition des exigences en RUP©. Une étude de cas. Ingénierie des Systèmes d Inf. 12 (6) (2007)
Shunkai Fu, Michel C. Desmarais
Local Learning Algorithm for Markov Blanket Discovery. Australian Conference on Artificial Intelligence (2007)
Nicolas Plouznikoff, Alexandre Plouznikoff, Michel C. Desmarais, Jean-Marc Robert
Gesture-based interactions with virtually embodied wearable computer software processes competing for user attention. SMC (2007)
Tamer Rafla, Pierre N. Robillard, Michel C. Desmarais
A method to elicit architecturally sensitive usability requirements: its integration into a software development process. Softw. Qual. J. 15 (2) (2007)
Michel C. Desmarais, Peyman Meshkinfam, Michel Gagnon
Learned student models with item to item knowledge structures. User Model. User Adapt. Interact. 16 (5) (2006)
Alexandre Plouznikoff, Nicolas Plouznikoff, Jean-Marc Robert, Michel C. Desmarais
Enhancing human-machine interactions: virtual interface alteration through wearable computers. CHI (2006)
André Jodoin, Régent L'Archevêque, Pierre Allard, Michel C. Desmarais, Louis Granger
Un environnement de développement dynamique qui intègre des composants graphiques actifs. IHM (2006)
Nicolas Plouznikoff, Alexandre Plouznikoff, Michel C. Desmarais, Jean-Marc Robert
Support mobile à la tâche: médiation utilisateur - monde réel par l'intermédiaire d'un ordinateur porté. IHM (2006)
Tamer Rafla, Pierre N. Robillard, Michel C. Desmarais
Investigating the impact of usability on software architecture through scenarios: A case study on Web systems. J. Syst. Softw. 79 (3) (2006)
Michel C. Desmarais, Michel Gagnon
Bayesian Student Models Based on Item to Item Knowledge Structures. EC-TEL (2006)
Michel C. Desmarais, Shunkai Fu, Xiaoming Pu
Tradeoff analysis between knowledge assessment approaches. AIED (2005)
Michel C. Desmarais
Web Log Session Analyzer: Integrating Parsing and Logic Programming into a Data Mart Architecture. Web Intelligence (2005)
Michel C. Desmarais, Xiaoming Pu
A Bayesian Student Model without Hidden Nodes and its Comparison with Item Response Theory. Int. J. Artif. Intell. Educ. 15 (4) (2005)
Michel C. Desmarais, Xiaoming Pu
Computer Adaptive Testing: Comparison of a Probabilistic Network Approach with Item Response Theory. User Modeling (2005)
Tamer Rafla, Rafiou Oketokoun, Artur Wiklik, Michel C. Desmarais, Pierre N. Robillard
Accommodating usability driven changes in existing software architecture. IASTED Conf. on Software Engineering and Applications (2004)
Jiming Liu, David A. Maluf, Michel C. Desmarais
A New Uncertainty Measure for Belief Networks with Applications to Optimal Evidential Inferencing. IEEE Trans. Knowl. Data Eng. 13 (3) (2001)
Ahmed Seffah, Moncef Bari, Michel C. Desmarais
Assessing object-oriented technology skills using an Internet-based system. ITiCSE (1999)
Michel C. Desmarais, Richard Leclair, Jean-Yves Fiset, Hichem Talbi
Cost-Justifying Electronic Performance Support Systems. Commun. ACM 40 (7) (1997)
Michel C. Desmarais
Thomas K. Landauer / The Trouble with Computers: Usefulness, Usability, and Productivity. User Model. User Adapt. Interact. 7 (1) (1997)
Jiming Liu, Michel C. Desmarais
A Method of Learning Implication Networks from Empirical Data: Algorithm and Monte-Carlo Simulation-Based Validation. IEEE Trans. Knowl. Data Eng. 9 (6) (1997)
David A. Maluf, Jiming Liu, Michel C. Desmarais
Consistent Dynamical System Observers for Nondeterministic Event Modeling. Inf. Sci. 94 (1-4) (1996)
Ramzan Khuwaja, Michel C. Desmarais, Richard Cheng
Intelligent Guide: Combining User Knowledge Assessment with Pedagogical Guidance. Intelligent Tutoring Systems (1996)
Michel C. Desmarais, David A. Maluf, Jiming Liu
User-Expertise Modeling with Empirically Derived Probabilistic Implication Networks. User Model. User Adapt. Interact. 5 (4) (1995)
Michel C. Desmarais, Cameron Hayne, Sumithra Jagannath, Rudolf K. Keller
A survey on user expectations for interface builders. CHI Conference Companion (1994)
Michel C. Desmarais, Jiming Liu
Experimental results on user knowledge assessment with an evidential reasoning methodology. IUI (1993)
Michel C. Desmarais, Luc Giroux, Serge Larochelle
An Advice-Giving Interface Based on Plan-Recognition and User-Knowledge Assessment. Int. J. Man Mach. Stud. 39 (6) (1993)
Michel C. Desmarais, Jiming Liu
Exploring the applications of user-expertise assessment for intelligent interfaces. INTERCHI (1993)
Michel C. Desmarais, Alain Leblanc
A Meteorological Database for Numerical and Non-Numerical Processing. DEXA (1991)
Michel C. Desmarais, Luc Giroux, Serge Larochelle
Plan recognition in HCI: the parsing of user actions. Informatics and Psychology Workshop (1989)

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Publication Activity (10 Years)

Top Topics

Top Venues

Michel C. Desmarais