| 2011: | |
| [1] | Desmarais, M.C. and (2011). Mapping Question Items to Skills with Non-negative Matrix Factorization
ACM KDD-Explorations, (submitted).
|
| [2] | Desmarais, M.C. and Baker, R. (2011). A Review of Recent Advances in Learner and Skill Modeling in Intelligent Learning Environments.
User Modeling and User Adaptive Personalization, 21, (to appear).
|
| [3] | Desmarais, M.C. (2011). Performance Comparison of Item-to-Item
Skills Models with the IRT Single Latent Trait Model. Proceedings of User Modeling, Adaptation and Personalization, UMAP 2011, Girona, Spain. p. 75-86.
|
| [4] | Desmarais, M.C. (2011). Conditions for effectively deriving a Q-Matrix from data with Non-negative Matrix Factorization. In Proceedings of Educational Data Mining 2011 (EDM2011). Eindhoven, Netherland, Jul. 6-8, p. 41-50. (best paper award) URL |
| [5] | Desmarais, M.C., Burney-Vincent, C., Caron, C.,
Gagnon, M., Gagnon, O., Lemieux, F., Pelczer, I. Évaluation efficace des acquis mathématiques pour l'apprentissage personnalisé.
Journée MATI 2011. |
| [6] | Desmarais, M.C., Burney-Vincent, C., Caron, C.,
Burney-Vincent, C., Caron, C., Gagnon, M., Gagnon, O., Lemieux, F., Pelczer, I., Robert, J.-M. (2011).
"Assessing Engineering Freshman Mathematics Skills with Adaptive Testing".
ICEE-2011 Conference, Northern Ireland, UK, August 21-26, 2011.
|
| 2010: | |
| [7] | Viens, J., Desmarais, M.C. and Dufresne, A. (2010). Recherche et
pratique du e-learning : perspectives présentées au colloque CIRTA2009
Revue Internationale des technologies en pédagogie universitaire, 6(2-3), 6-7.
URL |
| [8] | Fu, S. and Desmarais, M.C. (2010). Feature Selection by Efficient Learning of Markov Blanket.
Proceedings of the World Congress on Engineering,
Jun. 30 - Jul. 2, London, UK, p. 321-328.
URL |
| [9] | Fu, S. and Desmarais, M.C. (2010). Markov Blanked based Feature Selection: A Review of Past Decade.
Proceedings of the World Congress on Engineering,
Jun. 30 - Jul. 2, London, UK, p. 302-308.
URL |
| [10] | Desmarais, M.C. and Pelczer, I. (2010). On the Faithfullness of
Simulated Student Performance Data. In Proceedings of Educational Data Mining 2010 (EDM2010). Pittsburg, PA, Jun. 11-13, p. 21-30.
URL |
| [11] | Desmarais, M.C. (2010)
Just-in-time Knowledge for Effective Hybrid Learning. In
Handbook of Research on Hybrid Learning Models, Wang, F.L.,
Fong, J. and Kwan, R.C. (Eds.). IGI Global: PA, p. 174-184
|
| 2009: | |
| [12] | Jodoin, A., Desmarais, M.C. (2009). L'environnement de Développement Dynamique (EDD) pour le prototypage rapide d'interfaces graphiques. Actes de 21ème conférence sur l'IHM, 2009. Grenoble, France, Oct. 13-16. |
| [13] | Barnes, T., Desmarais, M.C., Romero Morales, C., and Ventura, S. (2009)
(Eds.) Educational Data Mining 2009: 2nd International Conference on
Educational Data Mining, Proceedings. Cordoba Spain, July 1-3.
URL |
| [14] | Fu, S., Bingfeng PI, Desmarais, M., Ying Zhou, Weilei Wang, Song Han (2009) . "Query
recommendation and its usefulness evaluation on mobile search engine". IEEE International Conference on Systems, Man and Cybernetics.,
p. 1292-1297.
|
| [15] | Fu, S., Pi, B., Zhou, Y., Desmarais, M.C., Wang, W., Han, S., and Rao, X. (2009)
Cross-Channel Query Recommendation on Commercial Mobile Search Engine: Why, How and
Empirical Evaluation. PAKDD 2009 , 883-890.
|
| [16] | Fu, S.,
Desmarais, M.C., Pi, B., Zhou, Y., Wang, W., Zou, G., and Han, S. (2009).
Simple but Effective Porn Query Recognition by k-NN with Semantic Similarity Measure.
In Proceedings of Advances in Data and Web Management, Joint International
Conferences, APWeb/WAIM 2009, Suzhou, China, April 2-4.
(LNCS 5446)
http://dx.doi.org/10.1007/978-3-642-00672-2 |
| [17] | Desmarais, M.C. and Xiaoming Pu. (2009) ``Les modèles graphiques''. In J.-G. Blais (Ed.), Évaluation des apprentissages et technologies de l'information et de la communication : Enjeux, applications et modèles de mesure. |
| [18] |
Seffah, A., Vanderdonckt, J., and Desmarais, M. C., Eds. (2009).
Human-Centered Software Engineering, Volume II - Software Engineering Models, Patterns and Architectures for HCI.
Springer. |
| [19] |
Rafla, T., Desmarais, M.C., and Robillard, P.-N. (2009).
Toward a Refined Paradigm for Architecting Usable Systems.
In Seffah, A., Vanderdonckt, J., and Desmarais, M. C., Eds.
Human-Centered Software Engineering, Volume II - Software Engineering Models, Patterns and Architectures for HCI.
Springer. p. 245-256 |
| 2008: | |
| [20] |
Desmarais, M. C. (2008) Just-in-time Knowledge and Assessment-Based Guidance as Effective Hybrid Learning Means.
International Conference on Hybrid Learning 2008, 13-15 Aug., Hong-Kong. URL |
| [21] | Desmarais, M.C., Villarreal, A., and Gagnon, M. (2008). Adaptive Test Design with a Naive Bayes Framework.
In Proceedings of the 1st Conference of Educational Data Mining, Montreal, Canada, June 19-20, 2008, 48-56. |
| [22] | Boudreault, Y., Desmarais, M.C., Gagnon, M. (2007). Designing a Learning Environment for the Freshman of Computer Engineering and Software Engineering Programs. Riding the Wave to Excellence in Engineering Education. Proceedings of the 114th ASEE Conference & Exhibition |
| [23] |
Fu, S.,and Desmarais, M.C.
(2008)
Fast Markov Blanket Discovery Algorithm Via Local Learning within Single Pass
In Proceedings of the 21st Conference of the Canadian Society for Computational Studies
of Intelligence, Canadian AI 2008, Windsor, Canada, May 28--30, 96--107, 2008 URL |
| [24] |
Fu, S., and Desmarais, M.C.
(2008)
Tradeoff Analysis of Different Markov Blanket Local Learning Approaches.
In Proceedings of Pacific-Asia Conference on Knowledge Discovery and
Data Mining (PAKDD), 20-23 May, Osaka, Japan, 561-571. URL |
| [25] |
Fu, S., Desmarais, M.C.
(2008)
One-Pass Learning Algorithm for Fast Recovery of Bayesian Network Classifier
In Proceedings of AAAI FLAIRS-21 Conference , p. (in press), Coconut Drive, Florida, May 15-17, 2008. |
| 2007: | |
| [26] |
Lemieux, F. and Desmarais, M. C. (2007).
Prise en compte de l'IHM dans le développement des SI.
Ingénierie des Systèmes d'Information, 12(6), 9-37 |
| [27] |
Rafla, T., Robillard, P.-N., and Desmarais, M. C. (2007)
A method to elicit architecturally sensitive usability requirements: its integration into a software development process.
Software Quality Journal, 15(2), 117-133. [ url ] |
| [28] |
Plouznikoff, A., Plouznikoff, N., Desmarais, M. C., and Robert, J.-M.
Gesture-based interactions with virtually embodied wearable computer software processes competing for user attention.
In Proceedings of the IEEE International Conference on Systems, Man,
and Cybernetics (SMC 2007), p. 2533-2538, 7-10 Oct, Montréal, Québec. [ http ] |
| [29] | Desmarais, M.C, Pu, X. and Blais, J.-G. (2007)
Partial order knowledge structure for CAT applications.
In D. J. Weiss (dir.), Proceedings of the 2007 GMAC Conference on
Computerized Adaptive Testing., www.psych.umn.edu/psylabs/CATCentral/, St-Paul,
Minnesota, 1-18. [ url ] |
| [30] |
Migneault, J., Robert, J.-M., Desmarais, M.C., and Caron, S.
(2007)
Comparing Voice with Touch Screen for Controlling the Instructor's Operating Station of a Flight Simulator.
In Proceedings of the IEEE International Conference on Systems, Man,
and Cybernetics (SMC 2007), p. 3662-3667, 7-10 Oct, Montréal, Québec. [ pdf ] |
| [31] |
Fu, S. and Desmarais, M. (2007). Local Learning Algorithm for Markov Blanket Discovery. 2007: 68-79
In Australian Conference on Artificial Intelligence (AUAI'2007),
p. 68-79; ), December 2-6, Gold Coast, Australia. |
| 2006: | |
| [32] |
Robert, J.-M., Desmarais, M. C., Lecolinet, E., and David, B., Eds.
Actes des 18ème journées sur l'ingénierie de l'interaction humain-machine (IHM-2006).
ACM, 2006. |
| [33] |
Desmarais, M.C., and Blais, J.-G. (2006)
Modèles d'évaluations bayésiens
19e Colloque international de l'ADMEE-Europe, Symposium 1.
(Luxembourg, 11-13 september 2006). |
| [34] |
Desmarais, M. C. and Gagnon, M.
Bayesian Student Models Based on Item to Item Knowledge Structures
In First European Conference on Technology Enhanced Learning (EC-TEL 2006)
(Oct. Crete, Greece 2006). [ pdf ] |
| [35] |
Desmarais, M. C., Gagnon, M., and Meshkinfam, P.
Item-based Bayesian Student Models.
AAAI'2006 Workshop 06, Data Mining in Education.
(Boston, MA, 2006). ( pdf ) |
| [36] |
Fu, S., and Desmarais, M. C.
Multidimensional Computerized Adaptive Testing Based on Bayesian Theory
In IASTED International Conference on Education and Technology (ICET 2006)
(Jul. Calgary, Canada 2006). [ pdf ] |
| [37] |
Lemieux, F., and Desmarais, M. C.
RUP(c) et conception centrée sur l'utilisateur : une étude
de cas.
In ERGO-IA, Ergonomie et informatique avancée
(Oct. Biarritz, France 2006). |
| [38] |
Desmarais, M. C., Meshkinfam, P., and Gagnon, M.
Learned Student Models with Item to Item Knowledge Structures.
User Modeling and User-Adapted Interaction, 16 5 (2006), 403-434. [ draft ] |
| [39] |
Rafla, T., Robillard, P.-N., and Desmarais, M. C.
Investigating the impact of usability on software architecture
through scenarios: a case study on web system.
Journal of Systems and Software, 79, 3 (2006), 415-426. [ http ] |
| [40] |
Jodoin, A., L'Archevêque, R., Allard, P., Desmarais, M. C., and Granger, L.
Un environnement de développement dynamique qui intègre des composants graphiques actifs.
In 18ème journées sur l'ingénierie de l'interaction
humain-machine (IHM-2006) (Sept. Montréal, Canada 2006). [ http ] |
| [41] |
Plouznikoff, A., Plouznikoff, N., Desmarais, M. C., and Robert, J.-M.
Support mobile à la tâche: médiation utilisateur monde réel par
l'intermédiaire d'un ordinateur porté.
In 18ème journées sur l'ingénierie de l'interaction
humain-machine (IHM-2006) (Sept. Montréal, Canada 2006). [ http ] |
| [42] |
Plouznikoff, A., Plouznikoff, N., Robert, J., and Desmarais, M. C.
Enhancing human-machine interactions: Virtual interface alteration
through wearable computers.
In CHI'06: Proceedings of the SIGCHI conference on Human
Factors in computing systems (New York, NY, USA, 2006), ACM Press,
pp. 373-376. [ http ] |
| 2005: | |
| [43] |
Seffah, A., Gulliksen, J., and Desmarais, M. C., Eds.
Human-Centered Software Engineering - Integrating Usability in
the Software Development Lifecycle.
Wiley, 2005. |
| [44] |
Boudreault, Y., Desmarais, M. C., Gagnon, M.
Designing a Learning Environment for the Freshman of Computer Engineering and Software Engineering Programs
ASEE Annual Conference & Exposition.
(Hononulu, Hawaii, Jun. 2007). |
| [45] |
Seffah, A., Desmarais, M. C., and Metzker, E.
Software and Usability Engineering: Prevalent Myths, Obstacles
and Integration Avenues.
In Seffah et al. [ Seffah ], 2005, pp. 17-36. [ pdf ] |
| [46] |
Desmarais, M. C., and Pu, X.
A Bayesian inference adaptive testing framework and its comparison
with item response theory.
International Journal of Artificial Intelligence in Education,
15 (2005), 291-323. [ http ][ draft pdf ] |
| [47] |
Desmarais, M. C.
Web log session analyzer: Integrating parsing and logic programming
into a data mart architecture.
In Proceedings of the International Conference on Web
Intelligence, WI'2005 (Compiègne, France, Sept. 19-22 2005),
IEEE/WIC/ACM, pp. 794-797. [ pdf ] |
| [48] |
Desmarais, M. C., Fu, S., and Pu, X.
Tradeoff analysis between knowledge assessment approaches.
In Proceedings of the 12th International Conference on
Artificial Intelligence in Education, AEID'2005 (Amsterdam, July 18-22
2005), C. Looi, G. McCalla, B. Bredeweg, and J. Breuker, Eds., IOS Press,
pp. 209-216. [ draft pdf ] |
| [49] |
Desmarais, M. C., and Pu, X.
Computer adaptive testing: Comparison of a probabilistic network
approach with item response theory.
In Proceedings of the 10th International Conference on User
Modeling (UM'2005) (Edinburg, July 24-30 2005), Springer, pp. 392-396. [ http ] |
| 2004: | |
| [50] |
David, B., Delotte, O., Seffah, A., Tarpin-Bernard, F., Desmarais,
M. C., Chalon, R., and Samaan, K.
Scenarios in the design of capillary collaborative systems.
In Cooperative Systems Design, Scenario-Based Design of
Collaborative Systems (COOP'04) (May11-14, Hyéres les palmiers, FR
2004), IOS. |
| [51] |
Rafla, T., Oketokoun, R., Wiklik, A., Desmarais, M. C., and Robillard,
P.-N.
Scenario-based usability re-engineering: a case study on GIMP.
In The 8th IASTED International Conference on Software
Engineering and Applications, SEA 2004 (Nov.9-11, Cambridge, MA
2004). |
| 2001: | |
| [52] |
Liu, J., Maluf, D. A., and Desmarais, M. C.
A new uncertainty measure for belief networks with applications to
optimal evidential inferencing.
IEEE Transactions on Knowledge and Data Engineering, 13, 3
(2001), 416-425. [ pdf ] |
| 1999: | |
| [53] |
Seffah, A., Bari, M., and Desmarais, M.
Assessing object-oriented technology skills using an internet-based
system.
SIGCSE Bull., 31, 3 (1999), 71-74.
[This paper was in ACM's list of top 10 download for Refereed Journals
and Conferences in December 2004.] [ pdf ] |
| 1998: | |
| [54] |
Desmarais, M. C., and Freedman, P. Du tableau noir à l'ordinateur, vers de nouvelles façons d'apprendre.
Interface 19, 2 (1998), 26-35. |
| 1997: | |
| [55] |
Desmarais, M. C.
Real world applications of user models.
In User Modeling'97 (June Chia Laguna, Sardenia 1997). |
| [56] |
Desmarais, M. C.
Le transfert technologique en IHM.
In 9ème journées sur l'ingénierie de l'interaction
homme-machine (IHM-1997) (Sept. Poitiers, France 1997), pp. 221-222. |
| [57] |
Desmarais, M. C., Leclair, R., Fiset, J.-Y., and Talbi, H.
Cost-justifying electronic performance support systems.
Communications of the ACM, 40, 7 (July 1997), 39-48. [ http, pdf ] |
| [58] |
Liu, J., and Desmarais, M.
A method of learning implication networks from empirical data:
Algorithm and Monte-Carlo simulation-based validation.
IEEE Transactions on Knowledge and Data Engineering, 9, 6
(Nov./Dec. 1997), 990-1004. [ http, pdf ] |
| 1996: | |
| [59] |
Seffah, A., Desmarais, M., and Khuwaja, R.
Mastering object-oriented technology using a self-learning and
self-assessment system.
Applications in Engineering Education Journal, 7, 3 (1999),
162-170. |
| 1996: | |
| [60] |
Desmarais, M. C., Maluf, A., and Liu, J.
User-expertise modeling with empirically derived probabilistic
implication networks.
User Modeling and User-Adapted Interaction 5, 3-4 (1996),
283-315. [ pdf ] |
| [61] |
Desmarais, M. C., and Khuwaja, R.
Towards a standard, generic, and cost-effective means of performing
learner expertise assessment.
In Workshop on architectures and methods for designing
cost-effective and reusable ITSs held with Intelligent tutoring systems,
ITS'96 (1996). [ pdf ] |
| [62] |
Maluf, D. A., Liu, J., and Desmarais, M. C.
Consistent dynamical system observers for nondeterministic event
modeling.
Information Science 94, 1-4 (1996), 41-53. |
| [63] |
Khuwaja, R., Desmarais, M., and Cheng, R.
Intelligent guide: Combining user knowledge assessment with
pedagogical guidance.
In ITS '96: Proceedings of the Third International Conference on
Intelligent Tutoring Systems (London, UK, 1996), Springer-Verlag,
(Lecture Notes in Computer Science 1086 (1996), 225-232.)
( pdf ) |
| 1994: | |
| [64] |
Desmarais, M. C., Liu, J., and Maluf, A.
Adaptive training based upon computerized knowledge assessment.
In Proceedings of the 4th International Conference on User
Modeling (Bedford, MA, USA, Aug. 1994), MITRE Corporation, pp. 213-214. (pdf) |
| [65] |
Desmarais, M. C., Hayne, C., Jagannath, S., and Keller, R.
A survey on user expectations for interface builders.
In Proceedings of ACM CHI'94 Conference on Human Factors in
Computing Systems (1994), vol. 2, pp. 279-280. [ pdf ] |
| [66] |
Desmarais, M. C., and Liu, J.
Decentralized meteorology training using hypermedia.
In EdMedia'94 World conference on educational multimedia and
hypermedia (JuneVancouver, BC 1994). |
| [67] |
Desmarais, M. C., and Liu, J.
An adaptive questionnaire based upon an automatic knowledge
assessment tool.
In EdMedia'94 World conference on educational multimedia and
hypermedia (JuneVancouver, BC 1994), pp. 25-30. |
| 1993: | |
| [68] |
Desmarais, M. C., Giroux, L., and Larochelle, S.
An advice-giving interface based on plan-recognition and
user-knowledge assessment.
International Journal of Man-Machine Studies, 39, 6 (1993),
901-924. [ pdf ] |
| [69] |
Desmarais, M. C., and Liu, J.
Exploring the applications of user-expertise assessment for
intelligent interfaces.
In Proceedings of the Conference on Human Factors in computing
systems (INTERCHI'93), (Aprl 24-29, Amsterdam, 1993,
S. Ashlund, K. Mullet, A. Henderson, E. Hollnagel, and T. White, Eds., ACM
Press, pp. 308-313. ( pdf ) |
| 1992: | |
| [70] |
Desmarais, M. C., Giroux, L., and Larochelle, S.
Fondements méthodologiques et empiriques d'un système consultant
actif pour l'édition de texte : le projet EdCoach.
Technologies de l'information et société, 4, 1 (1992),
41-74. |
| [71] |
Desmarais, M. C., and Liu, J.
Experimental results on user knowledge assessment with an evidential
reasoning methodology.
In IUI '93: Proceedings of the 1st International Conference on
Intelligent User Interfaces (New York, NY, USA, 1993), ACM Press,
pp. 223-226. |
| 1992: | |
| [72] |
Desmarais, M., Boyle, M., Helfer, P., Reiher, E., and Zwack, P.
A knowledge-based assistant for terminal weather forecasting.
In Proceedings of the International conference on informatics
and cybernetics (Baden-Baden, Germany 1992), pp. J68-69. |
| [73] |
Desmarais, M. C., Caya, D., Jacob, D., and Zwack, P.
Stratus: a prototype expert advisory system for terminal weather
forecasting.
In Seventh International Conference on interactive information
and processing systems for meteorology, Oceanography, and Hydrology
(1991), pp. 497-500. |
| 1991: | |
| [74] |
Desmarais, M. C., de Verteuil, F., Jacob, D., and Zwack, P.
Stratus: a prototype expert advisory system for terminal weather
forecasting.
In Seventh IEEE Conference on Artificial Intelligence
Applications (1991), pp. 49-61. |
| [75] |
Desmarais, M. C., de Verteuil, F., Jacob, D., and Zwack, P.
Combining a knowledge- based approach with numerical modeling in
weather forecasting.
In Avignon 91, Eleventh international workshop (1991),
pp. 49-61. |
| [76] |
Desmarais, M., and Leblanc, A.
A meteorological database for numerical and non-numerical processing.
In DEXA (1991), pp. 305-308. |
| [77] |
Desmarais, M., Giroux, L., and Larochelle, S.
Plan recognition in HCI: the parsing of user actions.
In Tauber, M. (Ed.), Selected papers of the 8th Interdisciplinary Workshop on
Informatics and Psychology, North-Holland, 1991, pp. 291-311. |
| 1990: | |
| [78] |
Farrell, J. E., and Desmarais, M.
Equating character-identification performance across the visual
field.
Optical Society of America Journal A, 7 (Jan. 1990), 152-159. |
| [79] |
Desmarais, M., Giroux, L., and Larochelle, S.
User modelling for a text-editor coach.
In Tauber, M. (Ed.) Selected papers of the 6th Interdisciplinary Workshop on
Informatics and Psychology: Mental Models and
Human-Computer Interaction~2 (1990), North-Holland, pp. 337-346. |
| 1988: | |
| [80] |
Desmarais, M. C., Giroux, L., Larochelle, S., and Leclerc, S. (1988)
Assessing the structure of knowledge in a procedural domain.
In Proceedings of the Cognitive Science Society
(Aug. Montreal, Canada 1988), pp. 475-481. |
| 1987: | |
| [81] |
Desmarais, M. C., Giroux, L., and Larochelle, S.
The diagnosis of user strategies.
In Proceedings of Interact'87 (Sept. Struttgart, RFG 1987),
pp. 185-189. |
| [82] |
Desmarais, M. C., and Pavel, M.
User knowledge evaluation: An experiment with UNIX.
In Proceedings of INTERACT'87: Human-Computer Interaction
(1987), 1. Human Factors in System Development: 1.7 User Characteristics,
pp. 151-156. |
| 1985: | |
| [83] |
Desmarais, M. C.
Communication usager-ordinateur et banques de données.
Direction des communications, Ministère des communications du
Québec, Québec, 1985. |