Parametric Constraints for Bayesian Knowledge Tracing from First Principles

Denis Shchepakin, Sreecharan Sankaranarayanan, Dawn Zimmaro

Bayesian Knowledge Tracing (BKT) is a probabilistic model of a learner's state of mastery corresponding to a knowledge component. It considers the learner's state of mastery as a "…