Interpretable Knowledge Tracing with Multiscale State Representation

Author:

Sun Jianwen1,Yu Fenghua1ORCID,Wan Qian1ORCID,Li Qing1ORCID,Liu Sannyuya1ORCID,Shen Xiaoxuan1

Affiliation:

1. Central China Normal University, Wuhan, China

Funder

National Key R&D Program of China

National Natural Science Foundation of China

Hubei Provincial Natural Science Foundation of China

Publisher

ACM

Reference47 articles.

1. Knowledge Tracing with Sequential Key-Value Memory Networks

2. Deep Graph Memory Networks for Forgetting-Robust Knowledge Tracing

3. Knowledge Tracing: A Survey

4. Sebastian Bach, Alexander Binder, Grégoire Montavon, Frederick Klauschen, Klaus-Robert Müller, and Wojciech Samek. 2015. On pixel-wise explanations for non-linear classifier decisions by layer-wise relevance propagation. PloS one (2015).

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

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