Concepedia

Learner Performance Prediction

Learner Performance Prediction is a computational modeling approach within educational data mining that distinguishes itself by forecasting individual students’ future academic outcomes based on historical and real-time learning interaction data.

1.6K

Publications

84.1K

Citations

3.9K

Authors

1.3K

Institutions

Publications per year

2017–2026

1K

Variants

Student Performance Prediction

Parents

Publications

1.6K

Educational data mining: A survey from 1995 to 2005

Cristóbal Romero, Sebastián Ventura · Expert Systems with Applications · 2006 · 1.5K citations

, , +8

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

2021 · 1.2K citations

, , +11

Data mining in course management systems: Moodle case study and tutorial

Cristóbal Romero, Sebastián Ventura · Computers & Education · 2007 · 1.1K citations

, , +15

Educational data mining and learning analytics: An updated survey

Cristóbal Romero, Sebastián Ventura · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2020 · 971 citations · Full text

, , +16

Proceedings of the 7th International Conference on Educational Data Mining.

John Stamper, Pardos Zach, Manolis Mavrikis et al. · Educational Data Mining · 2014 · 668 citations

, , +14

1–5 of 1.6K

Authors

3.9K

  1. SK
    Sotiris Kotsiantis

    University of Patras, Greece

    16 publications · 1.3K citations

    15

    h-index

  2. RS
    Ryan S. Baker

    Columbia University, United States

    9 publications · 650 citations

    10

    h-index

  3. CR
    Cristóbal Romero

    University of Córdoba, Spain

    9 publications · 4K citations

    9

    h-index

  4. KR
    Kenneth R. Koedinger

    Carnegie Mellon University, United States

    9 publications · 771 citations

    9

    h-index

  5. NT
    Neil T. Heffernan

    Worcester Polytechnic Institute, United States

    8 publications · 717 citations

    9

    h-index

1–5 of 3.9K

Institutions

1.3K

  1. University of Patras

    Pátrai, Greece

    18 h-index

    47 publications

    3.1K citations

  2. King Abdulaziz University

    Jeddah, Saudi Arabia

    18 h-index

    39 publications

    3.8K citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    17 h-index

    54 publications

    4.2K citations

  4. University of Córdoba

    Córdoba, Spain

    13 h-index

    25 publications

    9.7K citations

  5. Central China Normal University

    Wuhan, China

    13 h-index

    37 publications

    1.4K citations

  6. Worcester Polytechnic Institute

    Worcester, United States

    12 h-index

    28 publications

    1.4K citations

  7. Hellenic Open University

    Pátrai, Greece

    11 h-index

    23 publications

    1.3K citations

  8. Chitkara University

    Chandigarh, India

    10 h-index

    23 publications

    679 citations

1–8 of 1.3K

Venues

  1. Education and Information Technologies

    41 publications · 2.7K citations

    29

    h-index

  2. IEEE Access

    34 publications · 2.3K citations

    27

    h-index

  3. Applied Sciences

    25 publications · 1.7K citations

    21

    h-index

  4. arXiv (Cornell University)

    Repository · 22 publications · 1.8K citations

    18

    h-index

  5. International Journal of Computer Applications

    23 publications · 852 citations

    17

    h-index

1–5