Concepedia

Predictive Student Analytics

Predictive Student Analytics is a computational methodology within student modeling that employs data-driven techniques to forecast individual students' future academic performance or behaviors based on historical and contextual learning data.

340

Publications

22.2K

Citations

999

Authors

402

Institutions

Publications per year

2017–2026

204

Parents

Publications

340

Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems

2021 · 1.2K citations

, , +11

Course signals at Purdue

Kimberly E. Arnold, Matthew D. Pistilli · 2012 · 923 citations

, , +17

Predicting academic success in higher education: literature review and best practices

Eyman A. Alyahyan, Dilek Düştegör · International Journal of Educational Technology in Higher Education · 2020 · 580 citations · Full text

, , +14

Using data mining to predict secondary school student performance

Paulo Cortez, Alice Maria Gonçalves Silva · RepositóriUM (Universidade do Minho) · 2008 · 538 citations · Full text

, , +14

Predicting academic performance of students from VLE big data using deep learning models

Hajra Waheed, Saeed‐Ul Hassan, Naif Radi Aljohani et al. · Computers in Human Behavior · 2019 · 533 citations · Full text

, , +16

1–5 of 340

Authors

999

  1. CH
    Christothea Herodotou

    The Open University, United Kingdom

    5 publications · 242 citations

    5

    h-index

  2. BR
    Bart Rienties

    The Open University, United Kingdom

    5 publications · 345 citations

    5

    h-index

  3. SK
    Sotiris Kotsiantis

    University of Patras, Greece

    5 publications · 390 citations

    5

    h-index

  4. UF
    Uno Fors

    Karolinska Institutet, Sweden

    4 publications · 240 citations

    4

    h-index

  5. HO
    Hiroaki Ogata

    Tokushima University, Japan

    4 publications · 472 citations

    4

    h-index

1–5 of 999

Institutions

402

  1. The Open University

    Milton Keynes, United Kingdom

    8 h-index

    25 publications

    2.1K citations

  2. King Abdulaziz University

    Jeddah, Saudi Arabia

    7 h-index

    15 publications

    2.2K citations

  3. University of Patras

    Pátrai, Greece

    6 h-index

    11 publications

    587 citations

  4. University of Michigan

    Ann Arbor, United States

    5 h-index

    10 publications

    496 citations

  5. Information Technology University

    Lahore, Pakistan

    5 h-index

    12 publications

    1.4K citations

  6. University of Córdoba

    Córdoba, Spain

    5 h-index

    11 publications

    900 citations

  7. COMSATS University Islamabad

    Islamabad, Pakistan

    4 h-index

    8 publications

    835 citations

  8. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    5 publications

    186 citations

1–8 of 402

Venues

  1. Education and Information Technologies

    19 publications · 1.3K citations

    18

    h-index

  2. Journal of Learning Analytics

    8 publications · 658 citations

    8

    h-index

  3. IEEE Access

    8 publications · 600 citations

    8

    h-index

  4. Procedia Computer Science

    6 publications · 476 citations

    6

    h-index

  5. Computers & Education

    5 publications · 830 citations

    5

    h-index

1–5