Concepedia

Data-driven Admissions Decision Support

Data-Driven Admissions Decision Support is a computational framework that integrates predictive analytics, machine learning, and institutional data to inform and optimize admission decisions by systematically evaluating applicant profiles against historical enrollment and performance outcomes.

43

Publications

1.8K

Citations

126

Authors

59

Institutions

Publications per year

2017–2026

20

Parents

Publications

43

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

Precision education with statistical learning and deep learning: a case study in Taiwan

Shuo-Chang Tsai, Cheng-Huan Chen, Yi‐Tzone Shiao et al. · International Journal of Educational Technology in Higher Education · 2020 · 129 citations · Full text

, , +17

Data mining approach to predicting the performance of first year student in a university using the admission requirements

Aderibigbe Israel Adekitan, Etinosa Noma‐Osaghae · Education and Information Technologies · 2018 · 120 citations

, , +16

An Overview of the Medical School Admission Process and Use of Applicant Data in Decision Making

Alicia D. Monroe, Erin Quinn, Wayne M. Samuelson et al. · Academic Medicine · 2013 · 113 citations · Full text

, , +17

GRADE: Machine‐Learning Support for Graduate Admissions

Austin Waters, Risto Miikkulainen · AI Magazine · 2014 · 92 citations

, , +11

1–5 of 43

Authors

126

  1. AY
    Amin Y. Noaman

    King Abdulaziz University, Saudi Arabia

    2 publications · 79 citations

    2

    h-index

  2. AW
    Austin Waters

    Google (United States), United States

    2 publications · 103 citations

    2

    h-index

  3. AH
    Abdul Hamid M. Ragab

    King Abdulaziz University, Saudi Arabia

    2 publications · 80 citations

    2

    h-index

  4. RG
    Raden Gunawan Santosa

    Duta Wacana Christian University, Indonesia

    2 publications · 25 citations

    2

    h-index

  5. AR
    Antonius Rachmat Chrismanto

    Duta Wacana Christian University, Indonesia

    2 publications · 25 citations

    2

    h-index

1–5 of 126

Institutions

59

  1. King Abdulaziz University

    Jeddah, Saudi Arabia

    4 h-index

    13 publications

    518 citations

  2. The University of Texas at Austin

    Austin, United States

    2 h-index

    4 publications

    206 citations

  3. Duta Wacana Christian University

    Yogyakarta, Indonesia

    2 h-index

    6 publications

    75 citations

  4. National Yang Ming Chiao Tung University

    Hsinchu, Taiwan

    1 h-index

    2 publications

    34 citations

  5. University of Illinois Urbana-Champaign

    Urbana, United States

    1 h-index

    2 publications

    40 citations

  6. Universitas Kuningan

    Kuningan, Indonesia

    1 h-index

    1 publications

    25 citations

  7. Madhya Pradesh Council of Science and Technology

    Bhopal, India

    1 h-index

    1 publications

    87 citations

  8. Tel Aviv University

    Tel Aviv, Israel

    1 h-index

    2 publications

    28 citations

1–8 of 59

Venues

  1. Education and Information Technologies

    2 publications · 137 citations

    2

    h-index

  2. IEEE Access

    2 publications · 343 citations

    2

    h-index

  3. Journal of the Operational Research Society

    OR · 1 publications · 19 citations

    1

    h-index

  4. Procedia Computer Science

    1 publications · 39 citations

    1

    h-index

  5. AI Magazine

    1 publications · 92 citations

    1

    h-index

1–5