Concepedia

Knowledge State Transition Modeling

Knowledge State Transition Modeling is a computational framework within knowledge tracing that formalizes the evolution of a learner’s proficiency over time by representing knowledge states as discrete conditions and modeling transitions between these states as probabilistic or deterministic responses to learning activities.

21

Publications

1.9K

Citations

69

Authors

36

Institutions

Publications per year

2017–2026

10

Parents

Publications

21

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

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

Modeling how incoming knowledge, persistence, affective states, and in-game progress influence student learning from an educational game

Valerie J. Shute, Sidney K. D’Mello, Ryan S. Baker et al. · Computers & Education · 2015 · 125 citations

, , +17

Assessing Student's Dynamic Knowledge State by Exploring the Question Difficulty Effect

Shuanghong Shen, Zhenya Huang, Qi Liu et al. · Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval · 2022 · 97 citations

, , +17

1–5 of 21

Authors

69

  1. ZH
    Zhenya Huang

    University of Science and Technology of China, China

    4 publications · 359 citations

    4

    h-index

  2. QL
    Qi Liu

    University of Science and Technology of China, China

    4 publications · 359 citations

    4

    h-index

  3. EC
    Enhong Chen

    University of Science and Technology of China, China

    4 publications · 359 citations

    4

    h-index

  4. SS
    Shuanghong Shen

    University of Science and Technology of China, China

    4 publications · 359 citations

    4

    h-index

  5. LG
    Leonarda Gargasaite

    Vilnius Gediminas Technical University, Lithuania

    2 publications · 29 citations

    2

    h-index

1–5 of 69

Institutions

36

  1. University of Science and Technology of China

    Hefei, China

    5 h-index

    21 publications

    1.7K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    3 publications

    96 citations

  3. Northeast Normal University

    Changchun, China

    2 h-index

    6 publications

    499 citations

  4. Anhui University

    Hefei, China

    2 h-index

    3 publications

    365 citations

  5. Vilnius Gediminas Technical University

    Vilnius, Lithuania

    2 h-index

    6 publications

    87 citations

  6. Education University of Hong Kong

    Tai Po, Hong Kong

    2 h-index

    6 publications

    499 citations

  7. Beijing Normal University

    Beijing, China

    2 h-index

    6 publications

    499 citations

  8. San Diego State University

    San Diego, United States

    2 h-index

    6 publications

    499 citations

1–8 of 36

Venues

  1. 2

    h-index

  2. Computers & Education

    1 publications · 125 citations

    1

    h-index

  3. Scientometrics

    1 publications · 23 citations

    1

    h-index

  4. arXiv (Cornell University)

    Repository · 1 publications · 73 citations

    1

    h-index

  5. Eastern-European Journal of Enterprise Technologies

    EEJET · 1 publications · 33 citations

    1

    h-index

1–5