Concepedia

User Preference Protection

User Preference Protection is a privacy-preserving mechanism in recommendation systems that specifically safeguards the confidentiality and integrity of individual users' behavioral and declarative preference data against unauthorized inference or reconstruction during model training and inference.

100

Publications

4.4K

Citations

311

Authors

155

Institutions

Publications per year

2017–2026

45

Parents

Publications

100

Privacy Enhanced Matrix Factorization for Recommendation with Local Differential Privacy

Hyejin Shin, Sungwook Kim, Junbum Shin et al. · IEEE Transactions on Knowledge and Data Engineering · 2018 · 229 citations

, , +14

Privacy-enhanced personalization

Alfred Kobsa · Communications of the ACM · 2007 · 211 citations · Full text

, , +14

SVD-based collaborative filtering with privacy

Hüseyin Polat, Wenliang Du · 2005 · 210 citations

, , +15

P3P: making privacy policies more useful

Lorrie Faith Cranor · IEEE Security & Privacy · 2003 · 180 citations

, , +12

Alambic: a privacy-preserving recommender system for electronic commerce

Esma Aı̈meur, Gilles Brassard, José M. Fernandez et al. · International Journal of Information Security · 2008 · 123 citations

, , +12

1–5 of 100

Authors

311

  1. HP
    Hüseyin Polat

    Anadolu University, Türkiye

    8 publications · 472 citations

    8

    h-index

  2. AB
    Alper Bilge

    Anadolu University, Türkiye

    4 publications · 100 citations

    4

    h-index

  3. AM
    Ahmed M. Elmisery

    Waterford Institute of Technology, Ireland

    3 publications · 40 citations

    3

    h-index

  4. XX
    Xiaolong Xu

    Nanjing University of Information Science and Technology, China

    3 publications · 132 citations

    3

    h-index

  5. ES
    Erez Shmueli

    Tel Aviv University, Israel

    3 publications · 93 citations

    3

    h-index

1–5 of 311

Institutions

155

  1. Anadolu University

    Eskişehir, Türkiye

    6 h-index

    13 publications

    315 citations

  2. Nanjing University

    Nanjing, China

    5 h-index

    10 publications

    390 citations

  3. Eskişehir City Hospital

    Eskişehir, Turkey

    5 h-index

    11 publications

    281 citations

  4. Nanjing University of Information Science and Technology

    Nanjing, China

    4 h-index

    6 publications

    399 citations

  5. Tel Aviv University

    Tel Aviv, Israel

    3 h-index

    4 publications

    127 citations

  6. Macquarie University

    Sydney, Australia

    3 h-index

    4 publications

    119 citations

  7. University of Technology Sydney

    Sydney, Australia

    3 h-index

    3 publications

    89 citations

  8. Syracuse University

    Syracuse, United States

    3 h-index

    6 publications

    712 citations

1–8 of 155

Venues

  1. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 3 publications · 114 citations

    3

    h-index

  2. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 3 publications · 367 citations

    3

    h-index

  3. Information Sciences

    3 publications · 68 citations

    3

    h-index

  4. Expert Systems with Applications

    3 publications · 140 citations

    3

    h-index

  5. Future Generation Computer Systems

    FGCS · 3 publications · 142 citations

    3

    h-index

1–5