Concepedia

Multi-skill Knowledge Tracing

Multi-Skill Knowledge Tracing is a knowledge tracing framework that models student learning by simultaneously tracking proficiency across multiple interrelated skills, distinguishing itself from single-skill approaches through its ability to capture the joint evolution of knowledge states within complex, multi-faceted learning activities.

6

Publications

147

Citations

16

Authors

6

Institutions

Publications per year

2017–2026

4

Parents

Publications

6

An XGBoost-Based Knowledge Tracing Model

Wei Su, Fan Jiang, Chun­yan Shi et al. · International Journal of Computational Intelligence Systems · 2023 · 45 citations · Full text

, , +14

Using Logistic Regression to Trace Multiple Sub-skills in a Dynamic Bayes Net.

Yanbo Xu, Jack Mostow · 2011 · 31 citations

, , +17

Improving Knowledge Tracing Model by Integrating Problem Difficulty

Sein Minn, Feida Zhu, Michel C. Desmarais · 2018 · 22 citations

, , +16

Modeling Skill Combination Patterns for Deeper Knowledge Tracing.

Yun Huang, Julio Guerra, Peter Brusilovsky · 2016 · 18 citations

, , +13

GIKT: A Graph-based Interaction Model for Knowledge Tracing

Yang Yang, Jian Shen, Yanru Qu et al. · arXiv (Cornell University) · 2020 · 17 citations · Full text

, , +17

1–5 of 6

Authors

16

  1. MC
    Michel C. Desmarais

    Polytechnique Montréal, Canada

    1 publications · 22 citations

    1

    h-index

  2. DW
    Dongqing Wu

    Shanghai Jiao Tong University, China

    1 publications · 45 citations

    1

    h-index

  3. CS
    Chun­yan Shi

    Institute of Process Engineering, China

    1 publications · 45 citations

    1

    h-index

  4. SM
    Sein Minn

    Singapore Management University, Singapore

    1 publications · 22 citations

    1

    h-index

  5. WS
    Wei Su

    Lanzhou University, China

    1 publications · 45 citations

    1

    h-index

1–5 of 16

Institutions

6

  1. Carnegie Mellon University

    Pittsburgh, United States

    1 h-index

    2 publications

    62 citations

  2. Lanzhou University

    Lanzhou, China

    1 h-index

    4 publications

    180 citations

  3. Polytechnique Montréal

    Montreal, Canada

    1 h-index

    2 publications

    44 citations

  4. Singapore Management University

    Singapore, Singapore

    1 h-index

    1 publications

    22 citations

  5. CITIC Group (China)

    Beijing, China

    1 h-index

    1 publications

    45 citations

  6. Lanzhou University of Technology

    Lanzhou, China

    1 h-index

    1 publications

    45 citations

  7. Nanjing Agricultural University

    Nanjing, China

    1 publications

    14 citations

  8. East China Normal University

    Shanghai, China

    1 publications

    14 citations

1–8 of 6

Venues

  1. arXiv (Cornell University)

    Repository · 1 publications · 17 citations

    1

    h-index

  2. 1

    h-index

1–2