Concepedia

Explainable Misconception Detection

Explainable Misconception Detection is an academic method within the field of educational data mining that not only identifies learners' misconceptions but also provides transparent, interpretable, and human-understandable justifications for the detected misconceptions, thereby distinguishing it from black-box approaches to misconception detection.

27

Publications

1.1K

Citations

79

Authors

30

Institutions

Publications per year

2017–2026

6

Parents

Publications

27

Misconceptions and the Certainty of Response Index (CRI)

Hasan Saleem, Diola Bagayoko, Ella L. Kelley · Physics Education · 1999 · 322 citations

, , +16

Detecting and understanding students' misconceptions related to algorithms and data structures

Holger Danielsiek, Wolfgang J. Paul, Jan Vahrenhold · 2012 · 124 citations

, , +16

Observations on student misconceptions—A case study of the Build – Heap Algorithm

Otto Seppälä, Lauri Malmi, Ari Korhonen · Computer Science Education · 2006 · 85 citations

, , +16

Sniffer: Multimodal Large Language Model for Explainable Out-of-Context Misinformation Detection

Peng Qi, Zehong Yan, Wynne Hsu et al. · 2024 · 58 citations

, , +11

Identification and addressing reduction-related misconceptions

Judith Gal‐Ezer, Mark Trakhtenbrot · Computer Science Education · 2016 · 47 citations

, , +15

1–5 of 27

Authors

79

  1. EM
    Eric Mays

    University of Pennsylvania, United States

    1 publications · 36 citations

    1

    h-index

  2. TL
    Tania Lombrozo

    University of California, Berkeley, United States

    1 publications · 23 citations

    1

    h-index

  3. HD
    Holger Danielsiek

    TU Dortmund University, Germany

    1 publications · 124 citations

    1

    h-index

  4. ML
    Mao-Neng Li

    National Chiayi University, Taiwan

    1 publications · 27 citations

    1

    h-index

  5. PP
    Purwanto Purwanto

    Diponegoro University, Indonesia

    1 publications · 20 citations

    1

    h-index

1–5 of 79

Institutions

30

  1. Indonesia University of Education

    Bandung, Indonesia

    2 h-index

    11 publications

    228 citations

  2. University of Pennsylvania

    Philadelphia, United States

    2 h-index

    3 publications

    98 citations

  3. University of California, Berkeley

    Berkeley, United States

    1 h-index

    1 publications

    23 citations

  4. Open University of Israel

    Raanana, Israel

    1 h-index

    1 publications

    47 citations

  5. Queen Mary University of London

    London, United Kingdom

    1 h-index

    1 publications

    23 citations

  6. Palo Alto University

    Palo Alto, United States

    1 h-index

    1 publications

    23 citations

  7. University of California, Los Angeles

    Los Angeles, United States

    1 h-index

    3 publications

    105 citations

  8. Universidad Nacional de La Plata

    La Plata, Argentina

    1 h-index

    4 publications

    64 citations

1–8 of 30

Venues

  1. Computer Science Education

    2 publications · 132 citations

    2

    h-index

  2. Procedia - Social and Behavioral Sciences

    2 publications · 28 citations

    2

    h-index

  3. Educational Technology Research and Development

    ETRD · 1 publications · 10 citations

    1

    h-index

  4. Cypriot Journal of Educational Sciences

    CJES · 1 publications · 20 citations

    1

    h-index

  5. TechTrends

    1 publications · 26 citations

    1

    h-index

1–5