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GraphCA:Learning From Graph Counterfactual Augmentation for Knowledge Tracing

Xinhua Wang Shasha Zhao Lei Guo Lei Zhu Chaoran Cui Liancheng Xu

自动化学报（英文版）2023，Vol.10Issue(11)：2108-2123,16.

自动化学报（英文版）2023，Vol.10Issue(11)：2108-2123,16.DOI:10.1109/JAS.2023.123678

GraphCA:Learning From Graph Counterfactual Augmentation for Knowledge Tracing

Xinhua Wang ¹Shasha Zhao ¹Lei Guo ¹Lei Zhu ¹Chaoran Cui ²Liancheng Xu¹

作者信息

1. School of Information Science and Engineering,Shandong Normal University,Jinan 250358,China
2. School of Computer Science and Technology,Shandong University of Finance and Economics,Jinan 250014,China
折叠

摘要

关键词

Contrastive learning/counterfactual representation/graph neural network/knowledge tracing

Key words

Contrastive learning/counterfactual representation/graph neural network/knowledge tracing

引用本文复制引用

Xinhua Wang,Shasha Zhao,Lei Guo,Lei Zhu,Chaoran Cui,Liancheng Xu..GraphCA:Learning From Graph Counterfactual Augmentation for Knowledge Tracing[J].自动化学报（英文版）,2023,10(11):2108-2123,16.

基金项目

This work was supported by the Natural Science Foundation of China(62372277),the Natural Science Foundation of Shandong Province(ZR2022MF257,ZR2022MF295)and Humanities and Social Sciences Fund of the Ministry of Education(21YJC630157). （62372277）

自动化学报（英文版）

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