An approach for combining multimodal fusion and neural architecture search applied to knowledge tracing

Author:

Ding XinyiORCID,Han Tao,Fang Yili,Larson Eric

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence

Reference38 articles.

1. Piech C, Bassen J, Huang J, Ganguli S, Sahami M, Guibas LJ, Sohl-Dickstein J (2015) Deep knowledge tracing. In: 28Th conference on advances in neural information processing systems, pp 505–513

2. Corbett AT, Anderson JR (1994) Knowledge tracing: Modeling the acquisition of procedural knowledge. User Modeling and User-adapted Interaction 4(4):253–278

3. Pavlik PI, Cen H, Koedinger KR (2009) Performance factors analysis–a new alternative to knowledge tracing. In: 14Th international conference on artificial intelligence in education, pp 531–538

4. Zhang J, Shi X, King I, Yeung D. -Y. (2017) Dynamic key-value memory networks for knowledge tracing. In: 26Th international conference on world wide web, pp 765–774

5. Pandey S, Karypis G (2019) A self-attentive model for knowledge tracing. In: 12Th international conference on educational data mining, pp 384–389

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