Inducing High-Level Behaviors from Problem-Solving Traces Using Machine-Learning Tools

  title={Inducing High-Level Behaviors from Problem-Solving Traces Using Machine-Learning Tools},
  author={Vivien Robinet and Gilles Bisson and Mirta B. Gordon and Beno{\^i}t Lemaire},
  journal={IEEE Intelligent Systems},
Many researchers consider interactive learning environments to be interesting solutions for overcoming the limits of classical one-to-many teaching methods. However, these environments should incorporate accurate representations of student knowledge to provide relevant guidance. In a problem-solving environment, one way to build and update this student model is model tracing, or using a detailed representation of cognitive skills to precisely follow what the student is doing. Some model-tracing… CONTINUE READING
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Publications referenced by this paper.
Showing 1-10 of 10 references

Méthodes d'apprentissage automa tique pour la modélisation de l'élève en algèbre" (Machine learning methods for student m odeling in algebra), doctoral dissertation

  • D. Renaudie
  • University of Grenoble,
  • 2005
2 Excerpts

The AplusixEditor : A New Kind of Software for the Learning of Algebra , " Proceedings of the 6 th International Conference on Intelligent Tutoring Systems

  • M. N. Murty, P. J. Flynn
  • Lecture Notes In Computer Science
  • 2002

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