Concepedia

Neural Knowledge Tracing

Neural Knowledge Tracing is a machine learning framework within knowledge tracing that employs neural networks to model student knowledge states by capturing complex, nonlinear relationships between past interactions and future performance.

43

Publications

3.2K

Citations

170

Authors

56

Institutions

Publications per year

2017–2026

41

Variants

Nkt

Parents

Publications

43

Context-Aware Attentive Knowledge Tracing

Aritra Ghosh, Neil T. Heffernan, Andrew Lan · 2020 · 516 citations · Full text

, , +17

Addressing two problems in deep knowledge tracing via prediction-consistent regularization

Chun-Kit Yeung, Dit‐Yan Yeung · 2018 · 327 citations

, , +12

Bayesian knowledge tracing, logistic models, and beyond: an overview of learner modeling techniques

Radek Pelánek · User Modeling and User-Adapted Interaction · 2017 · 233 citations

, , +14

JKT: A joint graph convolutional network based Deep Knowledge Tracing

Xiangyu Song, Jianxin Li, Yifu Tang et al. · Information Sciences · 2021 · 207 citations · Full text

, , +10

A Self-Attentive model for Knowledge Tracing

Shalini Pandey, George Karypis · arXiv (Cornell University) · 2019 · 190 citations · Full text

, , +17

1–5 of 43

Authors

170

  1. QL
    Qi Liu

    University of Science and Technology of China, China

    3 publications · 263 citations

    3

    h-index

  2. ZH
    Zhenya Huang

    University of Science and Technology of China, China

    3 publications · 263 citations

    3

    h-index

  3. EC
    Enhong Chen

    University of Science and Technology of China, China

    3 publications · 263 citations

    3

    h-index

  4. SW
    Shijin Wang

    Tongji University, China

    3 publications · 263 citations

    3

    h-index

  5. ZL
    Zitao Liu

    Michigan State University, United States

    2 publications · 90 citations

    2

    h-index

1–5 of 170

Institutions

56

  1. Central China Normal University

    Wuhan, China

    5 h-index

    19 publications

    737 citations

  2. University of Science and Technology of China

    Hefei, China

    4 h-index

    18 publications

    1.4K citations

  3. Zhejiang Normal University

    Jinhua, China

    3 h-index

    8 publications

    453 citations

  4. Jinan University

    Guangzhou, China

    2 h-index

    6 publications

    314 citations

  5. Anhui University

    Hefei, China

    2 h-index

    2 publications

    119 citations

  6. East China Normal University

    Shanghai, China

    2 h-index

    5 publications

    147 citations

  7. North Carolina State University

    Raleigh, United States

    2 h-index

    6 publications

    201 citations

  8. Charles Sturt University

    Bathurst, Australia

    2 h-index

    4 publications

    221 citations

1–8 of 56

Venues

  1. Expert Systems with Applications

    6 publications · 218 citations

    6

    h-index

  2. arXiv (Cornell University)

    Repository · 3 publications · 213 citations

    3

    h-index

  3. Applied Sciences

    2 publications · 59 citations

    2

    h-index

  4. Information Sciences

    2 publications · 239 citations

    2

    h-index

  5. Educational Data Mining

    Conference · 2 publications · 69 citations

    2

    h-index

1–5