Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive Representations

Jiahao Chen 0006, Zitao Liu 0001, Shuyan Huang, Qiongqiong Liu, Weiqi Luo 0002. Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive Representations. In Brian Williams 0001, Yiling Chen 0001, Jennifer Neville, editors, Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023. pages 14196-14204, AAAI Press, 2023. [doi]

Abstract

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