Concepedia

Knowledge Tracing Explanation

Knowledge Tracing Explanation is a computational framework that belongs to the class of explainable artificial intelligence methods in educational technology, specifically designed to transparently articulate the reasoning behind knowledge state inferences in student modeling by delineating the evidential basis and temporal dynamics of proficiency estimates.

14

Publications

591

Citations

43

Authors

20

Institutions

Publications per year

2017–2026

10

Parents

Publications

14

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

How to Construct More Accurate Student Models: Comparing and Optimizing Knowledge Tracing and Performance Factor Analysis

Yue Gong, Joseph E. Beck, Neil T. Heffernan · International Journal of Artificial Intelligence in Education · 2011 · 65 citations

, , +13

Modeling learner’s dynamic knowledge construction procedure and cognitive item difficulty for knowledge tracing

Wenbin Gan, Yuan Sun, Xian Peng et al. · Applied Intelligence · 2020 · 59 citations

, , +11

1–5 of 14

Authors

43

  1. JL
    Jinseok Lee

    Wonkwang University, South Korea

    2 publications · 86 citations

    2

    h-index

  2. DY
    Dit‐Yan Yeung

    Hong Kong University of Science and Technology, Hong Kong SAR China

    2 publications · 86 citations

    2

    h-index

  3. QH
    Qionghao Huang

    Zhejiang Normal University, China

    2 publications · 129 citations

    2

    h-index

  4. XH
    Xiaodi Huang

    Charles Sturt University, Australia

    2 publications · 129 citations

    2

    h-index

  5. CH
    Changqin Huang

    South China Normal University, China

    2 publications · 129 citations

    2

    h-index

1–5 of 43

Institutions

20

  1. Charles Sturt University

    Bathurst, Australia

    2 h-index

    4 publications

    221 citations

  2. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    2 h-index

    4 publications

    172 citations

  3. Zhejiang Normal University

    Jinhua, China

    2 h-index

    7 publications

    433 citations

  4. East China Normal University

    Shanghai, China

    1 h-index

    3 publications

    45 citations

  5. Victoria University

    Melbourne, Australia

    1 h-index

    1 publications

    83 citations

  6. Williams College

    Williamstown, United States

    1 h-index

    3 publications

    54 citations

  7. Huazhong University of Science and Technology

    Wuhan, China

    1 h-index

    2 publications

    52 citations

  8. Carnegie Mellon University

    Pittsburgh, United States

    1 h-index

    2 publications

    66 citations

1–8 of 20

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 96 citations

    2

    h-index

  2. Expert Systems with Applications

    3 publications · 107 citations

    2

    h-index

  3. 1

    h-index

  4. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 1 publications · 83 citations

    1

    h-index

  5. Research Policy

    1 publications · 19 citations

    1

    h-index

1–5