Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer-Reference-Cited by-同舟云学术

Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer

Published:2023-04-30 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the ACM Web Conference 2023
language:
Short-container-title:

Author:

Yin Yu¹^ORCID,Dai Le²^ORCID,Huang Zhenya³^ORCID,Shen Shuanghong²^ORCID,Wang Fei¹^ORCID,Liu Qi³^ORCID,Chen Enhong³^ORCID,Li Xin⁴^ORCID

Affiliation:

1. Anhui Province Key Laboratory of Big Data Analysis and Application, School of Computer Science and Technology, University of Science and Technology of China, China

2. Anhui Province Key Laboratory of Big Data Analysis and Application, School of Data Science, University of Science and Technology of China, China

3. Anhui Province Key Laboratory of Big Data Analysis and Application, School of Computer Science and Technology & School of Data Science, University of Science and Technology of China, China

4. University of Science and Technology of China, China and iFLYTEK Co., Ltd, China

Funder

National Key Research and Development Program of China

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3543507.3583255

Reference34 articles.

1. Jimmy Lei Ba , Jamie Ryan Kiros , and Geoffrey E Hinton . 2016. Layer Normalization . stat 1050 ( 2016 ), 21. Jimmy Lei Ba, Jamie Ryan Kiros, and Geoffrey E Hinton. 2016. Layer Normalization. stat 1050 (2016), 21.

2. Ting Chen , Simon Kornblith , Mohammad Norouzi , and Geoffrey Hinton . 2020 . A simple framework for contrastive learning of visual representations . In International conference on machine learning. PMLR, 1597–1607 . Ting Chen, Simon Kornblith, Mohammad Norouzi, and Geoffrey Hinton. 2020. A simple framework for contrastive learning of visual representations. In International conference on machine learning. PMLR, 1597–1607.

3. Student modeling approaches: A literature review for the last decade

4. Albert T Corbett and John R Anderson . 1994. Knowledge tracing: Modeling the acquisition of procedural knowledge. User modeling and user-adapted interaction 4, 4 ( 1994 ), 253–278. Albert T Corbett and John R Anderson. 1994. Knowledge tracing: Modeling the acquisition of procedural knowledge. User modeling and user-adapted interaction 4, 4 (1994), 253–278.

5. Susan E Embretson and Steven P Reise . 2013. Item response theory . Psychology Press . Susan E Embretson and Steven P Reise. 2013. Item response theory. Psychology Press.

Cited by 14 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. STHKT: Spatiotemporal Knowledge Tracing with Topological Hawkes Process;Expert Systems with Applications;2025-01

2. Enhancing knowledge tracing with concept map and response disentanglement;Knowledge-Based Systems;2024-10

3. Leveraging Pedagogical Theories to Understand Student Learning Process with Graph-based Reasonable Knowledge Tracing;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24

4. RIGL: A Unified Reciprocal Approach for Tracing the Independent and Group Learning Processes;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24

5. Student State-aware knowledge tracing based on attention mechanism: A cognitive theory view;Pattern Recognition Letters;2024-08