Concepedia

Educational Data Mining Explainability

Educational Data Mining Explainability is a scholarly framework within learning analytics that enables the interpretation of patterns and models derived from educational data by making the underlying data-driven inferences transparent, traceable, and comprehensible to stakeholders in educational settings.

9

Publications

610

Citations

21

Authors

9

Institutions

Publications per year

2017–2026

7

Variants

Edm Explainability

Parents

Publications

9

Explainable AI and machine learning: performance evaluation and explainability of classifiers on educational data mining inspired career counseling

Pratiyush Guleria, Manu Sood · Education and Information Technologies · 2022 · 156 citations · Full text

, , +17

Challenges for the Future of Educational Data Mining: The Baker Learning Analytics Prizes

Ryan S. Baker · Educational Data Mining · 2019 · 102 citations · Full text

, , +12

Artificial Intelligent in Education

Oussama Hamal, Nour-eddine El Faddouli, Moulay Hachem Alaoui Harouni et al. · Sustainability · 2022 · 96 citations · Full text

, , +14

An Explainable Model for Identifying At-Risk Student at Higher Education

Sarah Alwarthan, Nida Aslam, Irfan Ullah Khan · IEEE Access · 2022 · 59 citations · Full text

, , +17

Explainable AI In Education : Current Trends, Challenges, And Opportunities

Ashwin Rachha, Mohammed Seyam · 2023 · 58 citations

, , +10

1–5 of 9

Authors

21

  1. AR
    Ashwin Rachha

    Virginia Tech, United States

    1 publications · 58 citations

    1

    h-index

  2. MS
    Mohammed Seyam

    Virginia Tech, United States

    1 publications · 58 citations

    1

    h-index

  3. IU
    Irfan Ullah Khan

    Imam Abdulrahman Bin Faisal University, Saudi Arabia

    1 publications · 59 citations

    1

    h-index

  4. PG
    Pratiyush Guleria

    Himachal Pradesh University, India

    1 publications · 156 citations

    1

    h-index

  5. MK
    Mounia Khelfaoui

    Université Djilali Bounaama Khemis Miliana, Algeria

    1 publications · 54 citations

    1

    h-index

1–5 of 21

Institutions

9

  1. Himachal Pradesh University

    Shimla, India

    1 h-index

    2 publications

    312 citations

  2. Imam Abdulrahman Bin Faisal University

    Dammam, Saudi Arabia

    1 h-index

    3 publications

    177 citations

  3. University of Huddersfield

    Huddersfield, United Kingdom

    1 h-index

    1 publications

    96 citations

  4. Mohammed V University

    Rabat, Morocco

    1 h-index

    2 publications

    192 citations

  5. Liverpool John Moores University

    Liverpool, United Kingdom

    1 h-index

    3 publications

    123 citations

  6. Université Djilali Bounaama Khemis Miliana

    Khemis Miliana, Algeria

    1 h-index

    2 publications

    108 citations

  7. Université Ibn Zohr

    Agadir, Morocco

    1 h-index

    1 publications

    96 citations

  8. Virginia Tech

    Blacksburg, United States

    1 h-index

    2 publications

    116 citations

1–8 of 9

Venues

  1. Education and Information Technologies

    1 publications · 156 citations

    1

    h-index

  2. Educational Data Mining

    Conference · 1 publications · 102 citations

    1

    h-index

  3. Information Discovery and Delivery

    1 publications · 54 citations

    1

    h-index

  4. Sustainability

    1 publications · 96 citations

    1

    h-index

  5. SSRN Electronic Journal

    Repository · 1 publications · 13 citations

    1

    h-index

1–5