A Hierarchical Memory Network for Knowledge Tracing

作者：

Highlights：

• Our model simulates human memory by the proposed memory network.

• Our model outperforms the traditional deep knowledge tracing models.

• Our model finds a more logical correlation between skills.

摘要

•Our model simulates human memory by the proposed memory network.•Our model outperforms the traditional deep knowledge tracing models.•Our model finds a more logical correlation between skills.

论文关键词：Knowledge Tracing,Memory networks,Hierarchical memory,Human memory

论文评审过程：Received 15 October 2019, Revised 21 February 2021, Accepted 21 March 2021, Available online 29 March 2021, Version of Record 12 April 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.114935