Concepedia

Student Response Classification

Student Response Classification is a natural language processing task that categorizes student-generated textual responses into predefined semantic or pedagogical classes based on linguistic and contextual features.

150

Publications

4.9K

Citations

445

Authors

157

Institutions

Publications per year

2017–2026

81

Parents

Publications

150

Powergrading: a Clustering Approach to Amplify Human Effort for Short Answer Grading

Sumit Basu, Chuck Jacobs, Lucy Vanderwende · Transactions of the Association for Computational Linguistics · 2013 · 164 citations · Full text

, , +16

Fine-tuning ChatGPT for automatic scoring

Ehsan Latif · Computers and Education Artificial Intelligence · 2024 · 157 citations · Full text

, , +15

Needle in a haystack: Identifying learner posts that require urgent response in MOOC discussion forums

Omaima Almatrafi, Aditya Johri, Huzefa Rangwala · Computers & Education · 2017 · 135 citations

, , +16

The accuracy of machine learning models relies on hyperparameter tuning: student result classification using random forest, randomized search, grid search, bayesian, genetic, and optuna algorithms

Yagyanath Rimal, Navneet Sharma, Abeer Alsadoon · Multimedia Tools and Applications · 2024 · 129 citations

, , +16

Automatic short answer grading and feedback using text mining methods

Neslihan Süzen, Alexander N. Gorban, Jeremy Levesley et al. · Procedia Computer Science · 2020 · 105 citations · Full text

, , +17

1–5 of 150

Authors

445

  1. KC
    Kevin C. Haudek

    Michigan State University, United States

    4 publications · 244 citations

    4

    h-index

  2. RD
    Rodney D. Nielsen

    University of North Texas, United States

    3 publications · 125 citations

    3

    h-index

  3. JM
    John Merrill

    Michigan State University, United States

    3 publications · 201 citations

    3

    h-index

  4. IA
    Irnin Agustina Dwi Astuti

    Universitas Indraprasta PGRI, Indonesia

    3 publications · 41 citations

    3

    h-index

  5. CL
    Claudia Leacock

    Educational Testing Service, United States

    3 publications · 75 citations

    3

    h-index

1–5 of 445

Institutions

157

  1. Michigan State University

    East Lansing, United States

    7 h-index

    20 publications

    1.1K citations

  2. Educational Testing Service

    Princeton, United States

    6 h-index

    10 publications

    408 citations

  3. University of Colorado Boulder

    Boulder, United States

    4 h-index

    6 publications

    235 citations

  4. Jambi University

    Jambi City, Indonesia

    4 h-index

    18 publications

    342 citations

  5. Universitas Jember

    Jember, Indonesia

    4 h-index

    15 publications

    333 citations

  6. Universitas Indraprasta PGRI

    Jakarta, Indonesia

    4 h-index

    11 publications

    162 citations

  7. Universitas Muhammadiyah Tapanuli Selatan

    Padangsidempuan, Indonesia

    3 h-index

    4 publications

    125 citations

  8. DIPF | Leibniz Institute for Research and Information in Education

    Frankfurt am Main, Germany

    3 h-index

    7 publications

    268 citations

1–8 of 157

Venues

  1. Journal of Physics Conference Series

    7 publications · 115 citations

    7

    h-index

  2. Computers & Education

    4 publications · 286 citations

    4

    h-index

  3. arXiv (Cornell University)

    Repository · 4 publications · 65 citations

    4

    h-index

  4. JURNAL PEMBELAJARAN FISIKA

    3 publications · 53 citations

    3

    h-index

  5. CBE—Life Sciences Education

    3 publications · 172 citations

    3

    h-index

1–5