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Michel C. Desmarais
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- affiliation: École Polytechnique de Montréal, Department of Computer Engineering, Canada
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2020 – today
- 2024
- [j22]Arghavan Moradi Dakhel
, Amin Nikanjam, Vahid Majdinasab
Effective test generation using pre-trained Large Language Models and mutation testing. Inf. Softw. Technol. 171: 107468 (2024) - [c73]Jean-Charles Layoun
Contextual Embeddings and Graph Convolutional Networks for Concept Prerequisite Learning. SAC 2024: 81-90 - [i6]Florian Tambon, Arghavan Moradi Dakhel, Amin Nikanjam
Bugs in Large Language Models Generated Code: An Empirical Study. CoRR abs/2403.08937 (2024) - 2023
- [j21]Arghavan Moradi Dakhel
Dev2vec: Representing domain expertise of developers in an embedding space. Inf. Softw. Technol. 159: 107218 (2023) - [j20]Arghavan Moradi Dakhel
GitHub Copilot AI pair programmer: Asset or Liability? J. Syst. Softw. 203: 111734 (2023) - [c72]Louis-Vincent Poellhuber
Cluster-Based Performance of Student Dropout Prediction as a Solution for Large Scale Models in a Moodle LMS. LAK 2023: 592-598 - [i5]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 abs/2302.07738 (2023) - [i4]Arghavan Moradi Dakhel, Amin Nikanjam
Effective Test Generation Using Pre-trained Large Language Models and Mutation Testing. CoRR abs/2308.16557 (2023) - 2022
- [i3]Arghavan Moradi Dakhel, Vahid Majdinasab, Amin Nikanjam
GitHub Copilot AI pair programmer: Asset or Liability? CoRR abs/2206.15331 (2022) - [i2]Arghavan Moradi Dakhel, Michel C. Desmarais, Foutse Khomh:
Dev2vec: Representing Domain Expertise of Developers in an Embedding Space. CoRR abs/2207.05132 (2022) - 2021
- [c71]Arghavan Moradi Dakhel, Michel C. Desmarais, Foutse Khomh:
Assessing Developer Expertise from the Statistical Distribution of Programming Syntax Patterns. EASE 2021: 90-99 - [c70]Asana Neishabouri, Michel C. Desmarais:
Estimating the Number of Latent Topics Through a Combination of Methods. KES 2021: 1190-1197 - [c69]Asana Neishabouri, Michel C. Desmarais:
Inferring the Number and Order of Embedded Topics Across Documents. KES 2021: 1198-1207 - 2020
- [c68]Boniface Mbouzao, Michel C. Desmarais, Ian Shrier:
Early Prediction of Success in MOOC from Video Interaction Features. AIED (2) 2020: 191-196 - [c67]Hadi Abdi Ghavidel, Amal Zouaq, Michel C. Desmarais:
Using BERT and XLNET for the Automatic Short Answer Grading Task. CSEDU (1) 2020: 58-67 - [c66]Sameer Bhatnagar, Amal Zouaq, Michel C. Desmarais, Elizabeth S. Charles:
Learnersourcing Quality Assessment of Explanations for Peer Instruction. EC-TEL 2020: 144-157 - [c65]Sameer Bhatnagar, Michel C. Desmarais, Amal Zouaq, Elizabeth S. Charles:
A Dataset of Learnersourced Explanations from an Online Peer Instruction Environment. EDM 2020 - [c64]Boniface Mbouzao, Michel C. Desmarais, Ian Shrier:
Methodology to measure of similarity in student video sequence of interactions. EDM 2020 - [c63]Asana Neishabouri, Michel C. Desmarais:
Reliability of Perplexity to Find Number of Latent Topics. FLAIRS 2020: 246-251
2010 – 2019
- 2019
- [j19]Élise Lavoué, Baptiste Monterrat, Michel C. Desmarais, Sébastien George
Adaptive Gamification for Learning Environments. IEEE Trans. Learn. Technol. 12(1): 16-28 (2019) - [c62]Vincent Gagnon, Audrey Labrie, Sameer Bhatnagar, Michel C. Desmarais:
Filtering non-relevant short answers in peer learning applications. EDM 2019 - [c61]Boniface Mbouzao, Michel C. Desmarais, Ian Shrier:
A Methodology for Student Video Interaction Patterns Analysis and Classification. EDM 2019 - [c60]Sein Minn, Michel C. Desmarais, Feida Zhu
Dynamic Student Classiffication on Memory Networks for Knowledge Tracing. PAKDD (2) 2019: 163-174 - [e8]Michel C. Desmarais, Collin F. Lynch, Agathe Merceron, Roger Nkambou:
Proceedings of the 12th International Conference on Educational Data Mining, EDM 2019, Montréal, Canada, July 2-5, 2019. International Educational Data Mining Society (IEDMS) 2019 [contents] - 2018
- [j18]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): 131-132 (2018) - [c59]Peng Xu, Michel C. Desmarais:
An Empirical Research on Identifiability and Q-matrix Design for DINA model. EDM 2018 - [c58]Sein Minn, Yi Yu, Michel C. Desmarais, Feida Zhu, Jill-Jênn Vie:
Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing. ICDM 2018: 1182-1187 - [c57]Sein Minn, Feida Zhu
Improving Knowledge Tracing Model by Integrating Problem Difficulty. ICDM Workshops 2018: 1505-1506 - [c56]Sébastien Béland, Michel C. Desmarais, Nathalie Loye:
Preface. ITS Workshops 2018: 51-53 - [c55]Michel C. Desmarais:
An Enrolment Admission Strategy Based on Data Analytics. ITS Workshops 2018: 73-79 - [i1]Sein Minn, Yi Yu, Michel C. Desmarais, Feida Zhu, Jill-Jênn Vie:
Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing. CoRR abs/1809.08713 (2018) - 2017
- [j17]Soroosh Ghorbani, Michel C. Desmarais:
Performance Comparison of Recent Imputation Methods for Classification Tasks over Binary Data. Appl. Artif. Intell. 31(1): 1-22 (2017) - [j16]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): 3:1-3:5 (2017) - [c54]Antoine Lefebvre-Brossard
Encoding User as More Than the Sum of Their Parts: Recurrent Neural Networks and Word Embedding for People-to-people Recommendation. UMAP 2017: 298-302 - [e7]Mária Bieliková, Eelco Herder, Federica Cena, Michel C. Desmarais:
Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, UMAP 2017, Bratislava, Slovakia, July 09 - 12, 2017. ACM 2017, ISBN 978-1-4503-4635-1 [contents] - [e6]Mária Bieliková, Eelco Herder, Federica Cena, Michel C. Desmarais:
Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization, UMAP 2017, Bratislava, Slovakia, July 09 - 12, 2017. ACM 2017, ISBN 978-1-4503-5067-9 [contents] - 2016
- [c53]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: 165-178 - [c52]Sameer Bhatnagar, Nathaniel Lasry, Michel C. Desmarais, Elizabeth S. Charles:
DALITE: Asynchronous Peer Instruction for MOOCs. EC-TEL 2016: 505-508 - [c51]Peng Xu, Michel C. Desmarais:
Boosted Decision Tree for Q-matrix Refinement. EDM 2016: 551-555 - [c50]Sameer Bhatnagar, Michel C. Desmarais, Nathaniel Lasry, Elizabeth S. Charles:
Text Classification of Student Self-Explanations in College Physics Questions. EDM 2016: 571-572 - [e5]Federica Cena, Michel C. Desmarais, Darina Dicheva:
Late-breaking Results, Posters, Demos, Doctoral Consortium and Workshops Proceedings of the 24th ACM Conference on User Modeling, Adaptation and Personalisation (UMAP 2016), Halifax, Canada, July 13-16, 2016. CEUR Workshop Proceedings 1618, CEUR-WS.org 2016 [contents] - 2015
- [c49]Baptiste Monterrat, Michel C. Desmarais, Élise Lavoué, Sébastien George
A Player Model for Adaptive Gamification in Learning Environments. AIED 2015: 297-306 - [c48]Michel C. Desmarais, Peng Xu, Behzad Beheshti:
A Partition Tree Approach to Combine Techniques to Refine Item to Skills Q-Matrices. EDM 2015: 29-36 - [c47]Behzad Beheshti, Michel C. Desmarais:
Goodness of Fit of Skills Assessment Approaches: Insights from Patterns of Real vs. Synthetic Data Sets. EDM 2015: 368-371 - [c46]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: 456-459 - [e4]Olga C. Santos, Jesus Boticario, Cristóbal Romero, Mykola Pechenizkiy, Agathe Merceron, Piotr Mitros, José María Luna, Marian Cristian Mihaescu, Pablo Moreno, Arnon Hershkovitz, Sebastián Ventura, Michel C. Desmarais:
Proceedings of the 8th International Conference on Educational Data Mining, EDM 2015, Madrid, Spain, June 26-29, 2015. International Educational Data Mining Society (IEDMS) 2015, ISBN 978-8-4606-9425-0 [contents] - 2014
- [c45]Sein Minn, Shunkai Fu, Michel C. Desmarais:
Efficient learning of general Bayesian network Classifier by Local and Adaptive Search. DSAA 2014: 385-391 - [c44]Michel C. Desmarais, Behzad Beheshti, Peng Xu:
The refinement of a Q-matrix: Assessing methods to validate tasks to skills mapping. EDM 2014: 208-311 - [c43]Behzad Beheshti, Michel C. Desmarais:
Predictive performance of prevailing approaches to skills assessment techniques: Insights from real vs. synthetic data sets. EDM 2014: 409-410 - [c42]Eric Brangier
Heuristic Inspection to Assess Persuasiveness: A Case Study of a Mathematics E-learning Program. HCI (8) 2014: 425-436 - [c41]Shunkai Fu, Sein Minn, Michel C. Desmarais:
Towards the Efficient Recovery of General Multi-Dimensional Bayesian Network Classifier. MLDM 2014: 16-30 - 2013
- [j15]Eric Brangier, Michel C. Desmarais:
The Design and Evaluation of the Persuasiveness of e-Learning Interfaces. Int. J. Concept. Struct. Smart Appl. 1(2): 38-47 (2013) - [c40]Michel C. Desmarais, Rhouma Naceur:
A Matrix Factorization Method for Mapping Items to Skills and for Enhancing Expert-Based Q-Matrices. AIED 2013: 441-450 - [c39]Michel C. Desmarais, François Lemieux:
Clustering and Visualizing Study State Sequences. EDM 2013: 224-227 - [c38]Soroosh Ghorbani, Michel C. Desmarais:
Selective Sampling Designs to Improve the Performance of Classification Methods. ICMLA (2) 2013: 178-181 - [c37]Alexandre Spaeth, Michel C. Desmarais:
Combining Collaborative Filtering and Text Similarity for Expert Profile Recommendations in Social Websites. UMAP 2013: 178-189 - 2012
- [j14]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): 9-38 (2012) - [c36]Behzad Beheshti, Michel C. Desmarais, Rhouma Naceur:
Methods to find the number of latent skills. EDM 2012: 81-86 - [c35]Michel C. Desmarais, Behzad Beheshti, Rhouma Naceur:
Item to Skills Mapping: Deriving a Conjunctive Q-matrix from Data. ITS 2012: 454-463 - [c34]Behzad Beheshti, Michel C. Desmarais:
Improving Matrix Factorization Techniques of Student Test Data with Partial Order Constraints. UMAP 2012: 346-350 - [c33]Michel C. Desmarais, Rhouma Naceur, Behzad Beheshti:
Linear models of student skills for static data. UMAP Workshops 2012 - [e3]Judith Masthoff, Bamshad Mobasher, Michel C. Desmarais, Roger Nkambou:
User Modeling, Adaptation, and Personalization - 20th International Conference, UMAP 2012, Montreal, Canada, July 16-20, 2012. Proceedings. Lecture Notes in Computer Science 7379, Springer 2012, ISBN 978-3-642-31453-7 [contents] - 2011
- [j13]Michel C. Desmarais:
Mapping question items to skills with non-negative matrix factorization. SIGKDD Explor. 13(2): 30-36 (2011) - [c32]Michel C. Desmarais:
Conditions for Effectively Deriving a Q-Matrix from Data with Non-negative Matrix Factorization. Best Paper Award. EDM 2011: 41-50 - [c31]Michel C. Desmarais:
Performance Comparison of Item-to-Item Skills Models with the IRT Single Latent Trait Model. UMAP 2011: 75-86 - 2010
- [c30]Michel C. Desmarais, Ildikó Pelczer:
On the Faithfulness of Simulated Student Performance Data. EDM 2010: 21-30
2000 – 2009
- 2009
- [c29]André Jodoin, Michel C. Desmarais:
L'environnement de développement dynamique (EDD) pour le prototypage rapide d'interfaces graphiques. IHM 2009: 111-117 - [c28]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: 258-264 - [c27]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: 883-890 - [c26]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: 1292-1297 - [c25]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: 3-14 - [p2]Ahmed Seffah, Jean Vanderdonckt, Michel C. Desmarais:
Human-Centered Software Engineering: Software Engineering Architectures, Patterns, and Sodels for Human Computer Interaction. Human-Centered Software Engineering 2009: 1-6 - [p1]Tamer Rafla, Michel C. Desmarais, Pierre N. Robillard:
Toward a Refined Paradigm for Architecting Usable Systems. Human-Centered Software Engineering 2009: 245-255 - [e2]Tiffany Barnes, Michel C. Desmarais, Cristóbal Romero, Sebastián Ventura:
Educational Data Mining - EDM 2009, Cordoba, Spain, July 1-3, 2009. Proceedings of the 2nd International Conference on Educational Data Mining. www.educationaldatamining.org 2009, ISBN 978-84-613-2308-1 [contents] - [e1]Ahmed Seffah, Jean Vanderdonckt, Michel C. Desmarais:
Human-Centered Software Engineering - Software Engineering Models, Patterns and Architectures for HCI. Human-Computer Interaction Series, Springer 2009, ISBN 978-1-84800-906-6 [contents] - 2008
- [c24]Shunkai Fu, Michel C. Desmarais:
Fast Markov Blanket Discovery Algorithm Via Local Learning within Single Pass. Canadian AI 2008: 96-107 - [c23]Michel C. Desmarais, Alejandro Villarreal, Michel Gagnon:
Adaptive Test Design with a Naive Bayes Framework. EDM 2008: 48-56 - [c22]Shunkai Fu, Michel C. Desmarais, Fan Li:
One-Pass Learning Algorithm for Fast Recovery of Bayesian Network. FLAIRS 2008: 53-58 - [c21]Michel C. Desmarais:
Just-in-Time Knowledge for Effective Hybrid Learning. ICHL 2008: 31-39 - [c20]Shunkai Fu, Michel C. Desmarais:
Tradeoff Analysis of Different Markov Blanket Local Learning Approaches. PAKDD 2008: 562-571 - 2007
- [j12]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): 9-37 (2007) - [j11]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): 117-133 (2007) - [c19]Shunkai Fu, Michel C. Desmarais:
Local Learning Algorithm for Markov Blanket Discovery. Australian Conference on Artificial Intelligence 2007: 68-79 - [c18]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: 2533-2538 - [c17]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: 3662-3667 - 2006
- [j10]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): 415-426 (2006) - [j9]Michel C. Desmarais, Peyman Meshkinfam, Michel Gagnon:
Learned student models with item to item knowledge structures. User Model. User Adapt. Interact. 16(5): 403-434 (2006) - [c16]Alexandre Plouznikoff, Nicolas Plouznikoff, Jean-Marc Robert, Michel C. Desmarais:
Enhancing human-machine interactions: virtual interface alteration through wearable computers. CHI 2006: 373-376 - [c15]Michel C. Desmarais, Michel Gagnon:
Bayesian Student Models Based on Item to Item Knowledge Structures. EC-TEL 2006: 111-124 - [c14]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: 107-114 - [c13]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: 293-294 - 2005
- [j8]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): 291-323 (2005) - [c12]Michel C. Desmarais, Shunkai Fu, Xiaoming Pu:
Tradeoff analysis between knowledge assessment approaches. AIED 2005: 209-216 - [c11]Michel C. Desmarais, Xiaoming Pu:
Computer Adaptive Testing: Comparison of a Probabilistic Network Approach with Item Response Theory. User Modeling 2005: 392-396 - [c10]Michel C. Desmarais:
Web Log Session Analyzer: Integrating Parsing and Logic Programming into a Data Mart Architecture. Web Intelligence 2005: 794-797 - 2004
- [c9]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: 150-154 - 2001
- [j7]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): 416-425 (2001)
1990 – 1999
- 1999
- [c8]Ahmed Seffah, Moncef Bari, Michel C. Desmarais:
Assessing object-oriented technology skills using an Internet-based system. ITiCSE 1999: 71-74 - 1997
- [j6]Michel C. Desmarais, Richard Leclair, Jean-Yves Fiset, Hichem Talbi:
Cost-Justifying Electronic Performance Support Systems. Commun. ACM 40(7): 39-48 (1997) - [j5]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): 990-1004 (1997) - [j4]Michel C. Desmarais:
Thomas K. Landauer / The Trouble with Computers: Usefulness, Usability, and Productivity. User Model. User Adapt. Interact. 7(1): 63-64 (1997) - 1996
- [j3]David A. Maluf, Jiming Liu, Michel C. Desmarais:
Consistent Dynamical System Observers for Nondeterministic Event Modeling. Inf. Sci. 94(1-4): 41-53 (1996) - [c7]Ramzan Khuwaja, Michel C. Desmarais, Richard Cheng:
Intelligent Guide: Combining User Knowledge Assessment with Pedagogical Guidance. Intelligent Tutoring Systems 1996: 225-233 - 1995
- [j2]Michel C. Desmarais, David A. Maluf, Jiming Liu:
User-Expertise Modeling with Empirically Derived Probabilistic Implication Networks. User Model. User Adapt. Interact. 5(4): 283-315 (1995) - 1994
- [c6]Michel C. Desmarais, Cameron Hayne, Sumithra Jagannath, Rudolf K. Keller:
A survey on user expectations for interface builders. CHI Conference Companion 1994: 279-280 - 1993
- [j1]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): 901-924 (1993) - [c5]Michel C. Desmarais, Jiming Liu:
Exploring the applications of user-expertise assessment for intelligent interfaces. INTERCHI 1993: 308-313 - [c4]Michel C. Desmarais, Jiming Liu:
Experimental results on user knowledge assessment with an evidential reasoning methodology. IUI 1993: 223-226 - 1991
- [c3]Michel C. Desmarais, Alain Leblanc:
A Meteorological Database for Numerical and Non-Numerical Processing. DEXA 1991: 305-308
1980 – 1989
- 1989
- [c2]Michel C. Desmarais, Luc Giroux, Serge Larochelle:
Plan recognition in HCI: the parsing of user actions. Informatics and Psychology Workshop 1989: 291-311 - 1987
- [c1]Michel C. Desmarais, Luc Giroux, Serge Larochelle:
User modelling for a text-editor coach. Informatics and Psychology Workshop 1987: 337-352
Coauthor Index
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