Concepedia

Admissions Predictive Analytics

Admissions Predictive Analytics is a methodological framework within higher education data science that distinguishes itself by employing statistical modeling and machine learning techniques to analyze applicant-level data for the purpose of forecasting enrollment outcomes and institutional fit within the context of admissions decision-making.

87

Publications

3.5K

Citations

235

Authors

98

Institutions

Publications per year

2017–2026

42

Parents

Publications

87

Using Data Mining Techniques to Predict Student Performance to Support Decision Making in University Admission Systems

Hanan Abdullah Mengash · IEEE Access · 2020 · 283 citations · Full text

, , +16

Using Markov Chains and Data Mining Techniques to Predict Students’ Academic Performance

Information Sciences Letters · 2023 · 203 citations · Full text

, , +15

Early Prediction of Student Success: Mining Students Enrolment Data

Zlatko J. Kovačić · Informing Science and IT Education Conference · 2010 · 200 citations · Full text

, , +14

A Comparison of Regression Models for Prediction of Graduate Admissions

Mohan S Acharya, Asfia Armaan, Aneeta S Antony · 2019 · 173 citations

, , +16

Prediction of student course selection in online higher education institutes using neural network

Ahmad A. Kardan, Hamid Sadeghi, Saeed Shiry Ghidary et al. · Computers & Education · 2013 · 133 citations

, , +16

1–5 of 87

Authors

235

  1. SK
    Sidney K. D’Mello

    University of Notre Dame, United States

    2 publications · 50 citations

    2

    h-index

  2. AR
    Antonius Rachmat Chrismanto

    Duta Wacana Christian University, Indonesia

    2 publications · 25 citations

    2

    h-index

  3. SH
    Stephen Hutt

    University of Colorado Boulder, United States

    2 publications · 50 citations

    2

    h-index

  4. DP
    Donald P. Schwab

    University of Wisconsin–Madison, United States

    2 publications · 28 citations

    2

    h-index

  5. AW
    Austin Waters

    Google (United States), United States

    2 publications · 103 citations

    2

    h-index

1–5 of 235

Institutions

98

  1. The University of Texas at Austin

    Austin, United States

    3 h-index

    5 publications

    251 citations

  2. King Abdulaziz University

    Jeddah, Saudi Arabia

    2 h-index

    6 publications

    210 citations

  3. Amirkabir University of Technology

    Tehran, Iran

    2 h-index

    6 publications

    580 citations

  4. University of Colorado System

    Boulder, United States

    2 h-index

    4 publications

    100 citations

  5. Duta Wacana Christian University

    Yogyakarta, Indonesia

    2 h-index

    6 publications

    75 citations

  6. University of Patras

    Pátrai, Greece

    2 h-index

    1 publications

    32 citations

  7. University of Colorado Denver

    Denver, United States

    2 h-index

    3 publications

    86 citations

  8. University of Colorado Boulder

    Boulder, United States

    2 h-index

    6 publications

    146 citations

1–8 of 98

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 44 citations

    2

    h-index

  2. Education and Information Technologies

    2 publications · 137 citations

    2

    h-index

  3. Journal of Applied Psychology

    2 publications · 28 citations

    2

    h-index

  4. Journal of Dental Education

    2 publications · 32 citations

    2

    h-index

  5. Frontiers of Computer Science

    1 publications · 46 citations

    1

    h-index

1–5