@inproceedings{minn:hal-03895625, TITLE = {{Interpretable Knowledge Tracing: Simple and Efficient Student Modeling with Causal Relations}}, AUTHOR = {Minn, Sein and Vie, Jill-J{\^e}nn and Takeuchi, Koh and Kashima, Hisashi and Zhu, Feida}, URL = {https://inria.hal.science/hal-03895625}, BOOKTITLE = {{Proceedings of the AAAI Conference on Artificial Intelligence}}, ADDRESS = {Vancouver, Canada}, VOLUME = {36}, NUMBER = {11}, PAGES = {12810-12818}, YEAR = {2022}, MONTH = Feb, DOI = {10.1609/aaai.v36i11.21560}, KEYWORDS = {Student Model ; Bayesian Knowledge Tracing ; Causal Relations ; Hidden Markov Model ; Tree-Augmented Naive Bayes}, PDF = {https://inria.hal.science/hal-03895625/file/IKT_EAAI.pdf}, HAL_ID = {hal-03895625}, HAL_VERSION = {v1}, }