Data Augmentation for Knowledge Tracing Based on Variational AutoEncoder and Efficient Network Reusing

Author:

Zhao Hui,Sun Jun

Publisher

Springer Nature Singapore

Reference40 articles.

1. Liu, Q., Shen, S., Huang, Z., Chen, E., Zheng, Y.: A survey of knowledge tracing. arXiv preprint arXiv:2105.15106 (2021)

2. Piech, C., et al.: Deep knowledge tracing. In: Advances in Neural Information Processing Systems (2015)

3. Zhang, J., Shi, X., King, I., Yeung, D.Y.: Dynamic key-value memory networks for knowledge tracing. In: Proceedings of the 26th International Conference on World Wide Web, pp. 765–774 (2017)

4. Pandey, S., Karypis, G.: A self-attentive model for knowledge tracing. arXiv preprint arXiv:1907.06837 (2019)

5. Liu, Q., et al.: EKT: exercise-aware knowledge tracing for student performance prediction. IEEE Trans. Knowl. Data Eng. 33(1), 100–115 (2019)

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