Knowledge tracing: Modeling the acquisition of procedural knowledge
@article{Corbett2005KnowledgeTM,
title={Knowledge tracing: Modeling the acquisition of procedural knowledge},
author={A. Corbett and J. Anderson},
journal={User Modeling and User-Adapted Interaction},
year={2005},
volume={4},
pages={253-278}
}This paper describes an effort to model students' changing knowledge state during skill acquisition. [...] Key Method As the student works, the tutor also maintains an estimate of the probability that the student has learned each of the rules in the ideal model, in a process calledknowledge tracing. The tutor presents an individualized sequence of exercises to the student based on these probability estimates until the student has ‘mastered’ each rule.Expand Abstract
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