Concepedia

Explainable Knowledge Tracing

Explainable Knowledge Tracing is a knowledge tracing framework that, as a subclass of student modeling approaches, incorporates transparent and interpretable mechanisms to explicitly reveal the underlying cognitive processes and temporal learning dynamics driving predictions of student knowledge.

18

Publications

994

Citations

72

Authors

35

Institutions

Publications per year

2017–2026

16

Variants

Xkt

Parents

Publications

18

Bi-CLKT: Bi-Graph Contrastive Learning based Knowledge Tracing

Xiangyu Song, Jianxin Li, Qi Lei et al. · Knowledge-Based Systems · 2022 · 243 citations · Full text

, , +13

Getting the point: Tracing worked examples enhances learning

Fang‐Tzu Hu, Paul Ginns, Janette Bobis · Learning and Instruction · 2014 · 98 citations · Full text

, , +11

XKT: Toward Explainable Knowledge Tracing Model With Cognitive Learning Theories for Questions of Multiple Knowledge Concepts

Changqin Huang, Qionghao Huang, Xiaodi Huang et al. · IEEE Transactions on Knowledge and Data Engineering · 2024 · 83 citations

, , +14

Deep-IRT: Make Deep Learning Based Knowledge Tracing Explainable Using Item Response Theory

Chun-Kit Yeung · arXiv (Cornell University) · 2019 · 76 citations · Full text

, , +17

Knowledge Query Network for Knowledge Tracing

Jinseok Lee, Dit‐Yan Yeung · 2019 · 66 citations · Full text

, , +14

1–5 of 18

Authors

72

  1. SL
    Sannyuya Liu

    Central China Normal University, China

    2 publications · 67 citations

    2

    h-index

  2. JS
    Jianwen Sun

    Central China Normal University, China

    2 publications · 67 citations

    2

    h-index

  3. JL
    Jinseok Lee

    Wonkwang University, South Korea

    2 publications · 86 citations

    2

    h-index

  4. QL
    Qing Li

    Central China Normal University, China

    2 publications · 67 citations

    2

    h-index

  5. XS
    Xiaoxuan Shen

    Central China Normal University, China

    2 publications · 67 citations

    2

    h-index

1–5 of 72

Institutions

35

  1. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    2 h-index

    4 publications

    172 citations

  2. Central China Normal University

    Wuhan, China

    2 h-index

    13 publications

    441 citations

  3. Zhejiang Normal University

    Jinhua, China

    2 h-index

    7 publications

    433 citations

  4. Charles Sturt University

    Bathurst, Australia

    2 h-index

    4 publications

    221 citations

  5. University of California, Irvine

    Irvine, United States

    1 h-index

    1 publications

    83 citations

  6. École Centrale de Lille

    Villeneuve-d'Ascq, France

    1 h-index

    1 publications

    43 citations

  7. Université de Lille

    Lille, France

    1 h-index

    1 publications

    43 citations

  8. China University of Geosciences

    Wuhan, China

    1 h-index

    1 publications

    243 citations

1–8 of 35

Venues

  1. Expert Systems with Applications

    4 publications · 118 citations

    3

    h-index

  2. arXiv (Cornell University)

    Repository · 2 publications · 96 citations

    2

    h-index

  3. Knowledge-Based Systems

    1 publications · 243 citations

    1

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 1 publications · 43 citations

    1

    h-index

  5. Information Sciences

    1 publications · 39 citations

    1

    h-index

1–5