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LTKT:Knowledge Tracing Based on Positive and Negative Learning Transfers

Jia Xu Rongrong Tang Pin Lv Minghe Yu Ge Yu Enhong Chen

Tsinghua Science and Technology2026，Vol.31Issue(3)：P.1894-1917,24.

Tsinghua Science and Technology2026，Vol.31Issue(3)：P.1894-1917,24.DOI:10.26599/TST.2024.9010201

LTKT:Knowledge Tracing Based on Positive and Negative Learning Transfers

Jia Xu ¹Rongrong Tang ²Pin Lv ³Minghe Yu ⁴Ge Yu ⁵Enhong Chen⁶

作者信息

1. Cyberspace Institute of Advanced Technology,Guangzhou University,Guangzhou 510555,China Key Laboratory of Cyberspace Security Defense,Institute of Information Engineering,Chinese Academy of Sciences,Beijing 100085,China
2. School of Computer,Electronics and Information,Guangxi University,Nanning 530004,China
3. Cyberspace Institute of Advanced Technology,Guangzhou University,Guangzhou 510555,China
4. Software College,Northeastern University,Shenyang 110819,China
5. School of Computer Science and Engineering,Northeastern University,Shenyang 110819,China
6. School of Computer Science,University of Science and Technology of China,Hefei 230088,China
折叠

摘要

关键词

Knowledge Tracing(KT)/positive learning transfer/negative learning transfer/learning transfer graph/deep neural networks

分类

信息技术与安全科学

引用本文复制引用

Jia Xu,Rongrong Tang,Pin Lv,Minghe Yu,Ge Yu,Enhong Chen..LTKT:Knowledge Tracing Based on Positive and Negative Learning Transfers[J].Tsinghua Science and Technology,2026,31(3):P.1894-1917,24.

基金项目

supported by the Guang Dong Basic and Applied Basic Research Foundation(No.2025A1515011582) （No.2025A1515011582）

the National Natural Science Foundation of China(Nos.62137001 and U20A20229) （Nos.62137001 and U20A20229）

the Academician Fang Binxing Workstation in Hainan Province,China(No.YSGZZ2023003) （No.YSGZZ2023003）

the Specific Research Fund of the Innovation Platform for Academicians of Hainan Province,China(No.YSPTZX202506). （No.YSPTZX202506）

Tsinghua Science and Technology

ISSN：1007-0214

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