Concepedia

Privacy-preserving Learner Modeling

Privacy-Preserving Learner Modeling is a learner modeling approach that belongs to the broader category of educational data mining techniques, distinguished by its integration of computational methods to protect individual student data隐私 while enabling effective inference of learning-related patterns and personalization.

18

Publications

1.6K

Citations

70

Authors

33

Institutions

Publications per year

2017–2026

13

Parents

Publications

18

Privacy-Preserving Machine Learning: Threats and Solutions

Mohammad Al-Rubaie, J. Morris Chang · IEEE Security & Privacy · 2019 · 443 citations

, , +16

Student perceptions of privacy principles for learning analytics

Dirk Ifenthaler, Clara Schumacher · Educational Technology Research and Development · 2016 · 271 citations

, , +14

Role of AI in Education

Alexandara Harry, Sayudin Sayudin · Interdiciplinary Journal and Hummanity (INJURITY) · 2023 · 235 citations · Full text

, , +17

Integrating AI in education: Opportunities, challenges, and ethical considerations

Chima Abimbola Eden, Onyebuchi Nneamaka Chisom, Idowu Sulaimon Adeniyi · Magna Scientia Advanced Research and Reviews · 2024 · 169 citations · Full text

, , +15

Lifelong Learner Modeling for Lifelong Personalized Pervasive Learning

Judy Kay · IEEE Transactions on Learning Technologies · 2008 · 94 citations

, , +16

1–5 of 18

Authors

70

  1. YM
    Yossi Matias

    Google (United States), United States

    2 publications · 51 citations

    2

    h-index

  2. SE
    Sofia Erell

    Google (Israel), Israel

    2 publications · 51 citations

    2

    h-index

  3. HN
    Hootan Nakhost

    University of Alberta, Canada

    2 publications · 51 citations

    2

    h-index

  4. AF
    Amir Feder

    Technion – Israel Institute of Technology, Israel

    2 publications · 51 citations

    2

    h-index

  5. IL
    Itay Laish

    Google (Israel), Israel

    2 publications · 51 citations

    2

    h-index

1–5 of 70

Institutions

33

  1. Google (Israel)

    Haifa, Israel

    2 h-index

    22 publications

    561 citations

  2. National Research Council

    Rome, Italy

    1 h-index

    2 publications

    58 citations

  3. Campbellsville University

    Campbellsville, United States

    1 h-index

    1 publications

    39 citations

  4. The University of Sydney

    Sydney, Australia

    1 h-index

    1 publications

    94 citations

  5. University of South Florida

    Tampa, United States

    1 h-index

    1 publications

    443 citations

  6. Seoul National University

    Seoul, South Korea

    1 h-index

    1 publications

    58 citations

  7. University of Illinois System

    Urbana, United States

    1 h-index

    1 publications

    58 citations

  8. Institute of Management Technology

    Ghaziabad, India

    1 h-index

    2 publications

    36 citations

1–8 of 33

Venues

  1. IEEE Access

    2 publications · 85 citations

    2

    h-index

  2. Educational Technology Research and Development

    ETRD · 1 publications · 271 citations

    1

    h-index

  3. Magna Scientia Advanced Research and Reviews

    1 publications · 169 citations

    1

    h-index

  4. Programming and Computer Software

    1 publications · 18 citations

    1

    h-index

  5. Theory and Research in Education

    TRE · 1 publications · 35 citations

    1

    h-index

1–5