Knowledge Tracing Model with Learning and Forgetting Behavior

Author:

Chen Mingzhi1,Guan Quanlong1,He Yizhou1,He Zhenyu1,Fang Liangda1,Luo Weiqi1

Affiliation:

1. Jinan University, Guangzhou, China

Funder

NSFC

the Science and Technology Planning Project of Guangdong

the High Performance Public Computing Service Platform of Jinan University

Publisher

ACM

Reference23 articles.

1. Qi Liu , Shuanghong Shen , Zhenya Huang , Enhong Chen , and Yonghe Zheng . A survey of knowledge tracing. arXiv preprint arXiv:2105.15106 , 2021 . Qi Liu, Shuanghong Shen, Zhenya Huang, Enhong Chen, and Yonghe Zheng. A survey of knowledge tracing. arXiv preprint arXiv:2105.15106, 2021.

2. Sergio Ivan Ramirez Luelmo , Nour El Mawas, and Jean Heutte. Machine learning techniques for knowledge tracing: A systematic literature review . 2021 . Sergio Ivan Ramirez Luelmo, Nour El Mawas, and Jean Heutte. Machine learning techniques for knowledge tracing: A systematic literature review. 2021.

3. Chris Piech , Jonathan Bassen , Jonathan Huang , Surya Ganguli , Mehran Sahami , Leonidas J Guibas , and Jascha Sohl-Dickstein . Deep knowledge tracing. Advances in neural information processing systems, 28 , 2015 . Chris Piech, Jonathan Bassen, Jonathan Huang, Surya Ganguli, Mehran Sahami, Leonidas J Guibas, and Jascha Sohl-Dickstein. Deep knowledge tracing. Advances in neural information processing systems, 28, 2015.

4. Dynamic Key-Value Memory Networks for Knowledge Tracing

5. Sainbayar Sukhbaatar , Jason Weston , Rob Fergus , End-to-end memory networks. Advances in neural information processing systems, 28 , 2015 . Sainbayar Sukhbaatar, Jason Weston, Rob Fergus, et al. End-to-end memory networks. Advances in neural information processing systems, 28, 2015.

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