User modelling for a text-editor coach. - Michel C. Desmarais; Luc Giroux; Serge Larochelle (Informatics and Psychology Workshop, 1987)

Plan recognition in HCI: the parsing of user actions. - Michel C. Desmarais; Luc Giroux; Serge Larochelle (Informatics and Psychology Workshop, 1989)

A Meteorological Database for Numerical and Non-Numerical Processing. - Michel C. Desmarais; Alain Leblanc (DEXA, 1991)

Exploring the applications of user-expertise assessment for intelligent interfaces. - Michel C. Desmarais; Jiming Liu 001 (INTERCHI, 1993)

Experimental results on user knowledge assessment with an evidential reasoning methodology. - Michel C. Desmarais; Jiming Liu 001 (IUI, 1993)

An Advice-Giving Interface Based on Plan-Recognition and User-Knowledge Assessment. - Michel C. Desmarais; Luc Giroux; Serge Larochelle (Int. J. Man Mach. Stud., 1993)

A survey on user expectations for interface builders. - Michel C. Desmarais; Cameron Hayne; Sumithra Jagannath; Rudolf K. Keller (CHI Conference Companion, 1994)

User-Expertise Modeling with Empirically Derived Probabilistic Implication Networks. - Michel C. Desmarais; David A. Maluf; Jiming Liu 001 (User Model. User Adapt. Interact., 1995)

Intelligent Guide: Combining User Knowledge Assessment with Pedagogical Guidance. - Ramzan Khuwaja; Michel C. Desmarais; Richard Cheng (Intelligent Tutoring Systems, 1996)

Consistent Dynamical System Observers for Nondeterministic Event Modeling. - David A. Maluf; Jiming Liu 001; Michel C. Desmarais (Inf. Sci., 1996)

Cost-Justifying Electronic Performance Support Systems. - Michel C. Desmarais; Richard Leclair; Jean-Yves Fiset; Hichem Talbi (Commun. ACM, 1997)

A Method of Learning Implication Networks from Empirical Data: Algorithm and Monte-Carlo Simulation-Based Validation. - Jiming Liu 001; Michel C. Desmarais (IEEE Trans. Knowl. Data Eng., 1997)

Thomas K. Landauer / The Trouble with Computers: Usefulness, Usability, and Productivity. - Michel C. Desmarais (User Model. User Adapt. Interact., 1997)

Assessing object-oriented technology skills using an Internet-based system. - Ahmed Seffah; Moncef Bari; Michel C. Desmarais (ITiCSE, 1999)

A New Uncertainty Measure for Belief Networks with Applications to Optimal Evidential Inferencing. - Jiming Liu 001; David A. Maluf; Michel C. Desmarais (IEEE Trans. Knowl. Data Eng., 2001)

Accommodating usability driven changes in existing software architecture. - Tamer Rafla; Rafiou Oketokoun; Artur Wiklik; Michel C. Desmarais; Pierre N. Robillard (IASTED Conf. on Software Engineering and Applications, 2004)

Tradeoff analysis between knowledge assessment approaches. - Michel C. Desmarais; Shunkai Fu; Xiaoming Pu (AIED, 2005)

Computer Adaptive Testing: Comparison of a Probabilistic Network Approach with Item Response Theory. - Michel C. Desmarais; Xiaoming Pu (User Modeling, 2005)

Web Log Session Analyzer: Integrating Parsing and Logic Programming into a Data Mart Architecture. - Michel C. Desmarais (Web Intelligence, 2005)

A Bayesian Student Model without Hidden Nodes and its Comparison with Item Response Theory. - Michel C. Desmarais; Xiaoming Pu (Int. J. Artif. Intell. Educ., 2005)

Enhancing human-machine interactions: virtual interface alteration through wearable computers. - Alexandre Plouznikoff; Nicolas Plouznikoff; Jean-Marc Robert 002; Michel C. Desmarais (CHI, 2006)

Bayesian Student Models Based on Item to Item Knowledge Structures. - Michel C. Desmarais; Michel Gagnon (EC-TEL, 2006)

Un environnement de développement dynamique qui intègre des composants graphiques actifs. - André Jodoin; Régent L'Archevêque; Pierre Allard; Michel C. Desmarais; Louis Granger (IHM, 2006)

Support mobile à la tâche: médiation utilisateur - monde réel par l'intermédiaire d'un ordinateur porté. - Nicolas Plouznikoff; Alexandre Plouznikoff; Michel C. Desmarais; Jean-Marc Robert 002 (IHM, 2006)

Investigating the impact of usability on software architecture through scenarios: A case study on Web systems. - Tamer Rafla; Pierre N. Robillard; Michel C. Desmarais (J. Syst. Softw., 2006)

Learned student models with item to item knowledge structures. - Michel C. Desmarais; Peyman Meshkinfam; Michel Gagnon (User Model. User Adapt. Interact., 2006)

Local Learning Algorithm for Markov Blanket Discovery. - Shunkai Fu; Michel C. Desmarais (Australian Conference on Artificial Intelligence, 2007)

Comparing voice with touch screen for controlling the instructor's operating station of a flight simulator. - Joël Migneault; Jean-Marc Robert 002; Michel C. Desmarais; Sylvain Caron (SMC, 2007)

Gesture-based interactions with virtually embodied wearable computer software processes competing for user attention. - Nicolas Plouznikoff; Alexandre Plouznikoff; Michel C. Desmarais; Jean-Marc Robert 002 (SMC, 2007)

Conception centrée sur l'utilisateur lors de la définition des exigences en RUP©. Une étude de cas. - François Lemieux; Michel C. Desmarais (Ingénierie des Systèmes d Inf., 2007)

A method to elicit architecturally sensitive usability requirements: its integration into a software development process. - Tamer Rafla; Pierre N. Robillard; Michel C. Desmarais (Softw. Qual. J., 2007)

Fast Markov Blanket Discovery Algorithm Via Local Learning within Single Pass. - Shunkai Fu; Michel C. Desmarais (Canadian AI, 2008)

Adaptive Test Design with a Naive Bayes Framework. - Michel C. Desmarais; Alejandro Villarreal; Michel Gagnon (EDM, 2008)

One-Pass Learning Algorithm for Fast Recovery of Bayesian Network. - Shunkai Fu; Michel C. Desmarais; Fan Li (FLAIRS, 2008)

Just-in-Time Knowledge for Effective Hybrid Learning. - Michel C. Desmarais (ICHL, 2008)

Tradeoff Analysis of Different Markov Blanket Local Learning Approaches. - Shunkai Fu; Michel C. Desmarais (PAKDD, 2008)

L'environnement de développement dynamique (EDD) pour le prototypage rapide d'interfaces graphiques. - André Jodoin; Michel C. Desmarais (IHM, 2009)

Large Scale Analysis of Chinese Mobile Query Behavior. - Shunkai Fu; Song Han; Bingfeng Pi; Michel C. Desmarais; Ying Zhou; Jianhui Zhuo; Gang Zou; Weilei Wang (IKE, 2009)

Cross-Channel Query Recommendation on Commercial Mobile Search Engine: Why, How and Empirical Evaluation. - Shunkai Fu; Bingfeng Pi; Ying Zhou; Michel C. Desmarais; Weilei Wang; Song Han; Xunrong Rao (PAKDD, 2009)

Query Recommendation and Its Usefulness Evaluation on Mobile Search Engine. - Shunkai Fu; Bingfeng Pi; Michel C. Desmarais; Ying Zhou; Weilei Wang; Song Han (SMC, 2009)

Simple but Effective Porn Query Recognition by k-NN with Semantic Similarity Measure. - Shunkai Fu; Michel C. Desmarais; Bingfeng Pi; Ying Zhou; Weilei Wang; Gang Zou; Song Han; Xunrong Rao (APWeb/WAIM, 2009)

Toward a Refined Paradigm for Architecting Usable Systems. - Tamer Rafla; Michel C. Desmarais; Pierre N. Robillard (Human-Centered Software Engineering, 2009)

Human-Centered Software Engineering: Software Engineering Architectures, Patterns, and Sodels for Human Computer Interaction. - Ahmed Seffah; Jean Vanderdonckt; Michel C. Desmarais (Human-Centered Software Engineering, 2009)

On the Faithfulness of Simulated Student Performance Data. - Michel C. Desmarais; Ildikó Pelczer (EDM, 2010)

Conditions for Effectively Deriving a Q-Matrix from Data with Non-negative Matrix Factorization. Best Paper Award. - Michel C. Desmarais (EDM, 2011)

Performance Comparison of Item-to-Item Skills Models with the IRT Single Latent Trait Model. - Michel C. Desmarais (UMAP, 2011)

Mapping question items to skills with non-negative matrix factorization. - Michel C. Desmarais (SIGKDD Explor., 2011)

Methods to find the number of latent skills. - Behzad Beheshti; Michel C. Desmarais; Rhouma Naceur (EDM, 2012)

Item to Skills Mapping: Deriving a Conjunctive Q-matrix from Data. - Michel C. Desmarais; Behzad Beheshti; Rhouma Naceur (ITS, 2012)

Improving Matrix Factorization Techniques of Student Test Data with Partial Order Constraints. - Behzad Beheshti; Michel C. Desmarais (UMAP, 2012)

Linear models of student skills for static data. - Michel C. Desmarais; Rhouma Naceur; Behzad Beheshti (UMAP Workshops, 2012)

A review of recent advances in learner and skill modeling in intelligent learning environments. - Michel C. Desmarais; Ryan Shaun Joazeiro de Baker (User Model. User Adapt. Interact., 2012)

A Matrix Factorization Method for Mapping Items to Skills and for Enhancing Expert-Based Q-Matrices. - Michel C. Desmarais; Rhouma Naceur (AIED, 2013)

Clustering and Visualizing Study State Sequences. - Michel C. Desmarais; François Lemieux (EDM, 2013)

Selective Sampling Designs to Improve the Performance of Classification Methods. - Soroosh Ghorbani; Michel C. Desmarais (ICMLA (2), 2013)

Combining Collaborative Filtering and Text Similarity for Expert Profile Recommendations in Social Websites. - Alexandre Spaeth; Michel C. Desmarais (UMAP, 2013)

The Design and Evaluation of the Persuasiveness of e-Learning Interfaces. - Eric Brangier; Michel C. Desmarais (Int. J. Concept. Struct. Smart Appl., 2013)

Efficient learning of general Bayesian network Classifier by Local and Adaptive Search. - Sein Minn; Shunkai Fu; Michel C. Desmarais (DSAA, 2014)

Predictive performance of prevailing approaches to skills assessment techniques: Insights from real vs. synthetic data sets. - Behzad Beheshti; Michel C. Desmarais (EDM, 2014)

The refinement of a Q-matrix: Assessing methods to validate tasks to skills mapping. - Michel C. Desmarais; Behzad Beheshti; Peng Xu (EDM, 2014)

Heuristic Inspection to Assess Persuasiveness: A Case Study of a Mathematics E-learning Program. - Eric Brangier; Michel C. Desmarais (HCI (8), 2014)

Towards the Efficient Recovery of General Multi-Dimensional Bayesian Network Classifier. - Shunkai Fu; Sein Minn; Michel C. Desmarais (MLDM, 2014)

A Player Model for Adaptive Gamification in Learning Environments. - Baptiste Monterrat; Michel C. Desmarais; Élise Lavoué; Sébastien George (AIED, 2015)

Goodness of Fit of Skills Assessment Approaches: Insights from Patterns of Real vs. Synthetic Data Sets. - Behzad Beheshti; Michel C. Desmarais (EDM, 2015)

An Analysis of Peer-submitted and Peer-reviewed Answer Rationales in a Web-based Peer Instruction Based Learning Environment. - Sameer Bhatnagar; Michel C. Desmarais; Chris Whittaker; Nathaniel Lasry; Michael Dugdale; Kevin Lenton; Elizabeth S. Charles (EDM, 2015)

A Partition Tree Approach to Combine Techniques to Refine Item to Skills Q-Matrices. - Michel C. Desmarais; Peng Xu; Behzad Beheshti (EDM, 2015)

DALITE: Asynchronous Peer Instruction for MOOCs. - Sameer Bhatnagar; Nathaniel Lasry; Michel C. Desmarais; Elizabeth S. Charles (EC-TEL, 2016)

Refinement of a Q-matrix with an Ensemble Technique Based on Multi-label Classification Algorithms. - Sein Minn; Michel C. Desmarais; Shunkai Fu (EC-TEL, 2016)

Text Classification of Student Self-Explanations in College Physics Questions. - Sameer Bhatnagar; Michel C. Desmarais; Nathaniel Lasry; Elizabeth S. Charles (EDM, 2016)

Boosted Decision Tree for Q-matrix Refinement. - Peng Xu; Michel C. Desmarais (EDM, 2016)

Encoding User as More Than the Sum of Their Parts: Recurrent Neural Networks and Word Embedding for People-to-people Recommendation. - Antoine Lefebvre-Brossard; Alexandre Spaeth; Michel C. Desmarais (UMAP, 2017)

Performance Comparison of Recent Imputation Methods for Classification Tasks over Binary Data. - Soroosh Ghorbani; Michel C. Desmarais (Appl. Artif. Intell., 2017)

ACM UMAP 2017 - User Modeling, Adaptation and Personalization: 9-12 July, 2017 at FIIT STU, Bratislava, Slovakia. - Mária Bieliková; Eelco Herder; Federica Cena; Michel C. Desmarais (SIGWEB Newsl., 2017)

An Empirical Research on Identifiability and Q-matrix Design for DINA model. - Peng Xu; Michel C. Desmarais (EDM, 2018)

Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing. - Sein Minn; Yi Yu 001; Michel C. Desmarais; Feida Zhu 001; Jill-Jênn Vie (ICDM, 2018)

Improving Knowledge Tracing Model by Integrating Problem Difficulty. - Sein Minn; Feida Zhu 001; Michel C. Desmarais (ICDM Workshops, 2018)

Preface. - Sébastien Béland; Michel C. Desmarais; Nathalie Loye (ITS Workshops, 2018)

An Enrolment Admission Strategy Based on Data Analytics. - Michel C. Desmarais (ITS Workshops, 2018)

Introduction to the Special Issue on User Modeling, Adaptation and Personalization. - Eelco Herder; Mária Bieliková; Federica Cena; Michel C. Desmarais (New Rev. Hypermedia Multim., 2018)

Filtering non-relevant short answers in peer learning applications. - Vincent Gagnon; Audrey Labrie; Sameer Bhatnagar; Michel C. Desmarais (EDM, 2019)

A Methodology for Student Video Interaction Patterns Analysis and Classification. - Boniface Mbouzao; Michel C. Desmarais; Ian Shrier (EDM, 2019)

Dynamic Student Classiffication on Memory Networks for Knowledge Tracing. - Sein Minn; Michel C. Desmarais; Feida Zhu 001; Jing Xiao 006; Jianzong Wang (PAKDD (2), 2019)

Adaptive Gamification for Learning Environments. - Élise Lavoué; Baptiste Monterrat; Michel C. Desmarais; Sébastien George (IEEE Trans. Learn. Technol., 2019)

Early Prediction of Success in MOOC from Video Interaction Features. - Boniface Mbouzao; Michel C. Desmarais; Ian Shrier (AIED (2), 2020)

Using BERT and XLNET for the Automatic Short Answer Grading Task. - Hadi Abdi Ghavidel; Amal Zouaq; Michel C. Desmarais (CSEDU (1), 2020)

Learnersourcing Quality Assessment of Explanations for Peer Instruction. - Sameer Bhatnagar; Amal Zouaq; Michel C. Desmarais; Elizabeth S. Charles (EC-TEL, 2020)

A Dataset of Learnersourced Explanations from an Online Peer Instruction Environment. - Sameer Bhatnagar; Michel C. Desmarais; Amal Zouaq; Elizabeth S. Charles (EDM, 2020)

Methodology to measure of similarity in student video sequence of interactions. - Boniface Mbouzao; Michel C. Desmarais; Ian Shrier (EDM, 2020)

Reliability of Perplexity to Find Number of Latent Topics. - Asana Neishabouri; Michel C. Desmarais (FLAIRS, 2020)

Assessing Developer Expertise from the Statistical Distribution of Programming Syntax Patterns. - Arghavan Moradi Dakhel; Michel C. Desmarais; Foutse Khomh (EASE, 2021)

Estimating the Number of Latent Topics Through a Combination of Methods. - Asana Neishabouri; Michel C. Desmarais (KES, 2021)

Inferring the Number and Order of Embedded Topics Across Documents. - Asana Neishabouri; Michel C. Desmarais (KES, 2021)

Cluster-Based Performance of Student Dropout Prediction as a Solution for Large Scale Models in a Moodle LMS. - Louis-Vincent Poellhuber; Bruno Poellhuber; Michel C. Desmarais; Christian Léger; Normand Roy; Mathieu Manh-Chien Vu (LAK, 2023)

Alloprof: a new French question-answer education dataset and its use in an information retrieval case study. - Antoine Lefebvre-Brossard; Stephane Gazaille; Michel C. Desmarais (CoRR, 2023)

Dev2vec: Representing domain expertise of developers in an embedding space. - Arghavan Moradi Dakhel; Michel C. Desmarais; Foutse Khomh (Inf. Softw. Technol., 2023)

GitHub Copilot AI pair programmer: Asset or Liability? - Arghavan Moradi Dakhel; Vahid Majdinasab; Amin Nikanjam; Foutse Khomh; Michel C. Desmarais; Zhen Ming (Jack) Jiang (J. Syst. Softw., 2023)

Contextual Embeddings and Graph Convolutional Networks for Concept Prerequisite Learning. - Jean-Charles Layoun; Amal Zouaq; Michel C. Desmarais (SAC, 2024)

Effective test generation using pre-trained Large Language Models and mutation testing. - Arghavan Moradi Dakhel; Amin Nikanjam; Vahid Majdinasab; Foutse Khomh; Michel C. Desmarais (Inf. Softw. Technol., 2024)

Short answer grading with sentence similarity and a few given grades. - Michel C. Desmarais; Arman Bakhtiari; Ovide Kuichua; Samira Chiny Folefack Temfack; Chahé Nerguizian (EDM, 2025)

Bugs in large language models generated code: an empirical study. - Florian Tambon; Arghavan Moradi Dakhel; Amin Nikanjam; Foutse Khomh; Michel C. Desmarais; Giuliano Antoniol (Empir. Softw. Eng., 2025)

An ensemble approach to determine the number of latent dimensions and assess its reliability. - Asana Neishabouri; Michel C. Desmarais (Commun. Stat. Simul. Comput., 2025)