Concepedia

Explainable Learning Analytics

Explainable Learning Analytics is a type of learning analytics that integrates transparency and interpretability mechanisms to make the processes, models, and outcomes of data-driven educational analyses understandable and justifiable to stakeholders.

51

Publications

3K

Citations

247

Authors

119

Institutions

Publications per year

2017–2026

48

Variants

Xla

Parents

Publications

51

In search for the most informative data for feedback generation: Learning analytics in a data-rich context

Dirk Tempelaar, Bart Rienties, Bas Giesbers · Computers in Human Behavior · 2014 · 430 citations

, , +15

Features students really expect from learning analytics

Clara Schumacher, Dirk Ifenthaler · Computers in Human Behavior · 2017 · 315 citations

, , +10

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

An explainable machine learning framework for lung cancer hospital length of stay prediction

Belal Alsinglawi, Osama Alshari, Mohammed Alorjani et al. · Scientific Reports · 2022 · 149 citations · Full text

, , +17

Explainable Automated Essay Scoring: Deep Learning Really Has Pedagogical Value

Vive Kumar, David Boulanger · Frontiers in Education · 2020 · 124 citations · Full text

, , +17

1–5 of 51

Authors

247

  1. DW
    Deborah West

    Charles Darwin University, Australia

    2 publications · 89 citations

    2

    h-index

  2. NM
    Negin Mirriahi

    University of South Australia, Australia

    2 publications · 36 citations

    2

    h-index

  3. DG
    Dragan Gašević

    Monash University, Australia

    2 publications · 102 citations

    2

    h-index

  4. NL
    Nidia López Flores

    VIB-KU Leuven Center for Microbiology, Belgium

    1 publications · 54 citations

    1

    h-index

  5. RC
    Rui Cui

    Hebei Medical University, China

    1 publications · 25 citations

    1

    h-index

1–5 of 247

Institutions

119

  1. University of Southampton

    Southampton, United Kingdom

    2 h-index

    7 publications

    672 citations

  2. University of South Australia

    Adelaide, Australia

    2 h-index

    3 publications

    52 citations

  3. University of Florida

    Gainesville, United States

    2 h-index

    10 publications

    374 citations

  4. University of Alberta

    Edmonton, Canada

    2 h-index

    5 publications

    115 citations

  5. Central South University

    Changsha, China

    2 h-index

    8 publications

    175 citations

  6. Sungkyunkwan University

    Seoul, South Korea

    2 h-index

    3 publications

    123 citations

  7. Second Xiangya Hospital of Central South University

    Changsha, China

    1 h-index

    1 publications

    21 citations

  8. Northwestern University

    Evanston, United States

    1 h-index

    1 publications

    76 citations

1–8 of 119

Venues

  1. Scientific Reports

    2 publications · 252 citations

    2

    h-index

  2. Journal of Transport Geography

    2 publications · 51 citations

    2

    h-index

  3. Computers in Human Behavior

    2 publications · 745 citations

    2

    h-index

  4. Educational Technology Research and Development

    ETRD · 2 publications · 114 citations

    2

    h-index

  5. Ecological Informatics

    1 publications · 28 citations

    1

    h-index

1–5