Concepedia

Knowledge Tracing Explainability

Knowledge Tracing Explainability is an academic construct within Explainable Artificial Intelligence in Education that refers to the transparency and interpretability of the internal mechanisms and decision-making processes used by knowledge tracing models to infer and predict a learner's evolving cognitive state over time.

5

Publications

235

Citations

19

Authors

17

Institutions

Publications per year

2017–2026

5

Parents

Publications

5

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

Interpretable Knowledge Tracing: Simple and Efficient Student Modeling with Causal Relations

Sein Minn, Jill-Jênn Vie, Koh Takeuchi et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 43 citations · Full text

, , +17

A survey of explainable knowledge tracing

Yanhong Bai, Jiabao Zhao, Tingjiang Wei et al. · Applied Intelligence · 2024 · 26 citations

, , +10

Design and Evaluation of Trustworthy Knowledge Tracing Model for Intelligent Tutoring System

Yu Lu, Deliang Wang, Penghe Chen · IEEE Transactions on Learning Technologies · 2024 · 26 citations

, , +15

1–5 of 5

Authors

19

  1. ML
    Ming Li

    Zhejiang Normal University, China

    1 publications · 83 citations

    1

    h-index

  2. WZ
    Wei Zhang

    East China Normal University, China

    1 publications · 15 citations

    1

    h-index

  3. TZ
    Ting Zhang

    Nanjing University of Science and Technology, China

    1 publications · 15 citations

    1

    h-index

  4. KL
    Kwei-Jay Lin

    University of California, Irvine, United States

    1 publications · 83 citations

    1

    h-index

  5. BJ
    Bo Jiang

    Zhejiang University of Technology, China

    1 publications · 15 citations

    1

    h-index

1–5 of 19

Institutions

17

  1. Williams College

    Williamstown, United States

    1 h-index

    3 publications

    54 citations

  2. Université de Lille

    Lille, France

    1 h-index

    1 publications

    43 citations

  3. Centre Inria de Saclay

    Palaiseau, France

    1 h-index

    1 publications

    43 citations

  4. Jilin University

    Changchun, China

    1 h-index

    1 publications

    83 citations

  5. Victoria University

    Melbourne, Australia

    1 h-index

    1 publications

    83 citations

  6. Université Paris-Saclay

    Gif-sur-Yvette, France

    1 h-index

    1 publications

    43 citations

  7. Singapore Management University

    Singapore, Singapore

    1 h-index

    1 publications

    43 citations

  8. Centre National de la Recherche Scientifique

    Paris, France

    1 h-index

    1 publications

    43 citations

1–8 of 17

Venues

  1. arXiv (Cornell University)

    Repository · 1 publications · 76 citations

    1

    h-index

  2. Information Processing & Management

    1 publications · 15 citations

    1

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 1 publications · 43 citations

    1

    h-index

  4. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 1 publications · 83 citations

    1

    h-index

  5. 1

    h-index

1–5