Concepedia

Fine-grained Knowledge State Modeling

Fine-Grained Knowledge State Modeling is a computational framework that belongs to the class of knowledge tracing models, distinguished by its ability to represent student knowledge at a highly detailed, granular level—such as individual misconceptions or sub-skills—rather than broad skill categories, enabling precise diagnosis and tracking of learning trajectories.

29

Publications

2.5K

Citations

116

Authors

32

Institutions

Publications per year

2017–2026

25

Parents

Publications

29

Dynamic Key-Value Memory Networks for Knowledge Tracing

Jiani Zhang, Xingjian Shi, Irwin King et al. · 2017 · 814 citations · Full text

, , +17

Knowledge Tracing with Sequential Key-Value Memory Networks

2019 · 199 citations · Full text

, , +15

Prerequisite-Driven Deep Knowledge Tracing

Penghe Chen, Yu Lu, Vincent W. Zheng et al. · 2018 · 165 citations

, , +13

A Survey of Knowledge Tracing: Models, Variants, and Applications

Shuanghong Shen, Qi Liu, Zhenya Huang et al. · IEEE Transactions on Learning Technologies · 2024 · 134 citations

, , +10

Deep Knowledge Tracing On Programming Exercises

Lisa Wang, Angela Sy, Larry Liu et al. · 2017 · 121 citations

, , +16

1–5 of 29

Authors

116

  1. ZH
    Zhenya Huang

    University of Science and Technology of China, China

    5 publications · 328 citations

    5

    h-index

  2. EC
    Enhong Chen

    University of Science and Technology of China, China

    5 publications · 328 citations

    5

    h-index

  3. QL
    Qi Liu

    University of Science and Technology of China, China

    5 publications · 328 citations

    5

    h-index

  4. SS
    Shuanghong Shen

    University of Science and Technology of China, China

    3 publications · 262 citations

    3

    h-index

  5. PC
    Penghe Chen

    Beijing Normal University, China

    2 publications · 204 citations

    2

    h-index

1–5 of 116

Institutions

32

  1. University of Science and Technology of China

    Hefei, China

    5 h-index

    27 publications

    1.6K citations

  2. Beijing Normal University

    Beijing, China

    4 h-index

    12 publications

    1.1K citations

  3. San Diego State University

    San Diego, United States

    2 h-index

    6 publications

    499 citations

  4. Advanced Digital Sciences Center

    Singapore, Singapore

    2 h-index

    2 publications

    204 citations

  5. Education University of Hong Kong

    Tai Po, Hong Kong

    2 h-index

    6 publications

    499 citations

  6. Anhui University

    Hefei, China

    2 h-index

    3 publications

    290 citations

  7. Central China Normal University

    Wuhan, China

    2 h-index

    10 publications

    332 citations

  8. Northeast Normal University

    Changchun, China

    2 h-index

    6 publications

    499 citations

1–8 of 32

Venues

  1. IEEE Transactions on Learning Technologies

    5 publications · 275 citations

    5

    h-index

  2. arXiv (Cornell University)

    Repository · 3 publications · 122 citations

    3

    h-index

  3. Educational Data Mining

    Conference · 1 publications · 23 citations

    1

    h-index

  4. IEEE Transactions on Cybernetics

    1 publications · 74 citations

    1

    h-index

  5. 1

    h-index

1–5