Interpretable Knowledge Tracing: Simple and Efficient Student Modeling with Causal Relations

1 code implementation • 15 Dec 2021 • Sein Minn, Jill-Jenn Vie, Koh Takeuchi, Hisashi Kashima, Feida Zhu

IKT's prediction of future student performance is made using a Tree-Augmented Naive Bayes Classifier (TAN), therefore its predictions are easier to explain than deep learning-based student models.

Knowledge Tracing Skill Mastery