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

@article{Robinet2007InducingHB,
  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},
  year={2007},
  volume={22}
}
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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