TIDES - Using Bayesian networks for student modeling

Proceedings - Sixth International Conference on Advanced Learning Technologies, ICALT 2006

Volumn 2006, Issue , 2006, Pages 1002-1006

  Danine, Abderrahim ^a   Lefebvre, Bernard ^a   Mayers, André ^b  

^a UNIVERSITÉ DU QUÉBEC À MONTRÉAL   (Canada)

^b UNIVERSITÉ DE SHERBROOKE   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN NETWORKS; COMPUTER SIMULATION; ERROR ANALYSIS; LEARNING SYSTEMS; STUDENTS;

INTELLIGENT TUTORING; LEARNING SITUATION; STUDENT MODELING;

INTELLIGENT SYSTEMS;

EID: 34247144124     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. Anderson, J., Corbett, A., Koedinger, K. and Pelletier, R., "Cognitive tutors: Lessons learned", The Journal of the Learning Sciences, 1995, 4(2), pp. 167-207.
2. Conati, C. and VanLehn, K., "POLA: a student modeling framework for Probabilistic On-Line Assessment of problem solving performance", In Proceedings of the 5th International Conference on User Modeling, 1996a, pp. 75-82.
3. Conati, C. and VanLehn, K., "Using Bayesian Networks to Manage Uncertainty in Student Modeling", Journal of User Modeling and User-Adapted Interaction, 2002, 12(4), pp. 371-417.
4. Fayol, M., Camos, V. and Roussel, J.L., "Acquisition et mise en œuvre de la numération par les enfants de 2 à 9 ans". In M. Pesenti et X. Seron (Eds.), Neuropsychologie du calcul. Marseille : Solal, 2000, pp. 33-58.
5. Jensen, F., An Introduction to Bayesian Networks, Springer-Verlag, North America, 1996.
6. Pearl, J., Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference, Morgan Kaufman, 1988.
7. VanLehn, K., Mind Bugs: The origins of procedural misconceptions, Cambrigne, MA: The MIT Press, 1990.