Concepedia

Privacy-aware Collaborative Filtering

Privacy-Aware Collaborative Filtering is a collaborative filtering approach that, as a distinguished variant within privacy-preserving recommendation systems, inherently integrates mechanisms to protect user data privacy during the process of preference prediction by modifying or constraining information sharing and model computation, thereby differentiating itself from conventional collaborative filtering methods through its explicit privacy guarantees.

72

Publications

4.5K

Citations

202

Authors

104

Institutions

Publications per year

2017–2026

29

Parents

Publications

72

Collaborative filtering with privacy via factor analysis

John Canny · 2002 · 504 citations

, , +16

Collaborative filtering with privacy

John Canny · 2005 · 444 citations

, , +16

Privacy-preserving collaborative filtering using randomized perturbation techniques

Hüseyin Polat, Wenliang Du · 2004 · 324 citations · Full text

, , +15

A Comparison of Collaborative-Filtering Recommendation Algorithms for E-commerce

Zan Huang, Daniel Zeng, Hsinchun Chen · IEEE Intelligent Systems · 2007 · 232 citations

, , +15

A Comparison of Collaborative-Filtering Recommendation Algorithms for E-commerce

Zan Huang, Daniel Zeng, Hsinchun Chen · IEEE Intelligent Systems · 2007 · 193 citations

, , +15

1–5 of 72

Authors

202

  1. HP
    Hüseyin Polat

    Anadolu University, Türkiye

    9 publications · 594 citations

    9

    h-index

  2. SB
    Shlomo Berkovsky

    Commonwealth Scientific and Industrial Research Organisation, Australia

    5 publications · 310 citations

    5

    h-index

  3. LQ
    Lianyong Qi

    Qufu Normal University, China

    4 publications · 205 citations

    4

    h-index

  4. XX
    Xiaolong Xu

    Nanjing University of Information Science and Technology, China

    4 publications · 205 citations

    4

    h-index

  5. AS
    Agustí Solanas

    Universitat Rovira i Virgili, Spain

    3 publications · 143 citations

    3

    h-index

1–5 of 202

Institutions

104

  1. Nanjing University of Information Science and Technology

    Nanjing, China

    7 h-index

    14 publications

    597 citations

  2. Anadolu University

    Eskişehir, Türkiye

    7 h-index

    12 publications

    329 citations

  3. Eskişehir City Hospital

    Eskişehir, Turkey

    7 h-index

    12 publications

    329 citations

  4. Nanjing University

    Nanjing, China

    5 h-index

    8 publications

    393 citations

  5. Qufu Normal University

    Qufu, China

    4 h-index

    7 publications

    268 citations

  6. Data61

    Sydney, Australia

    4 h-index

    9 publications

    440 citations

  7. Deakin University

    Burwood, Australia

    4 h-index

    13 publications

    387 citations

  8. Commonwealth Scientific and Industrial Research Organisation

    Canberra, Australia

    3 h-index

    6 publications

    321 citations

1–8 of 104

Venues

  1. Future Generation Computer Systems

    FGCS · 5 publications · 298 citations

    5

    h-index

  2. Expert Systems with Applications

    4 publications · 195 citations

    4

    h-index

  3. IEEE Access

    3 publications · 101 citations

    3

    h-index

  4. Computers & Electrical Engineering

    2 publications · 59 citations

    2

    h-index

  5. IEEE Intelligent Systems

    2 publications · 425 citations

    2

    h-index

1–5