Concepedia

Decentralized Recommendation

Decentralized Recommendation is a recommendation paradigm that belongs to the class of privacy-preserving recommendation systems, distinguished by its reliance on distributed data architectures in which user data remains locally stored and collaboratively processed without centralized aggregation.

71

Publications

3.2K

Citations

229

Authors

107

Institutions

Publications per year

2017–2026

42

Parents

Publications

71

Federated Social Recommendation with Graph Neural Network

Zhiwei Liu, Liangwei Yang, Ziwei Fan et al. · ACM Transactions on Intelligent Systems and Technology · 2022 · 185 citations · Full text

, , +16

A scalable P2P recommender system based on distributed collaborative filtering

Peng Han, Bo Xie, Fan Yang et al. · Expert Systems with Applications · 2004 · 141 citations

, , +12

FedGNN: Federated Graph Neural Network for Privacy-Preserving Recommendation

Chuhan Wu, Fangzhao Wu, Yang Cao et al. · arXiv (Cornell University) · 2021 · 131 citations · Full text

, , +15

Enhancing privacy and preserving accuracy of a distributed collaborative filtering

Shlomo Berkovsky, Yaniv Eytani, Tsvi Kuflik et al. · 2007 · 130 citations

, , +16

Using Singular Value Decomposition Approximation for Collaborative Filtering

Sheng Zhang, Weihong Wang, James Ford et al. · 2006 · 122 citations

, , +16

1–5 of 71

Authors

229

  1. HY
    Hongzhi Yin

    The University of Queensland, Australia

    5 publications · 340 citations

    5

    h-index

  2. QV
    Quoc Viet Hung Nguyen

    Griffith University, Australia

    5 publications · 340 citations

    5

    h-index

  3. TC
    Tong Chen

    The University of Queensland, Australia

    4 publications · 296 citations

    4

    h-index

  4. AK
    Anne-Marie Kermarrec

    Institut national de recherche en sciences et technologies du numérique, France

    4 publications · 79 citations

    4

    h-index

  5. LR
    Laura Ricci

    University of Pisa, Italy

    3 publications · 127 citations

    3

    h-index

1–5 of 229

Institutions

107

  1. Griffith University

    Brisbane, Australia

    5 h-index

    5 publications

    340 citations

  2. Institut national de recherche en sciences et technologies du numérique

    Le Chesnay-Rocquencourt, France

    5 h-index

    10 publications

    165 citations

  3. The University of Queensland

    Brisbane, Australia

    5 h-index

    16 publications

    1.1K citations

  4. Centre Inria de l'Université de Rennes

    Rennes, France

    4 h-index

    9 publications

    135 citations

  5. Anadolu University

    Eskişehir, Türkiye

    3 h-index

    5 publications

    157 citations

  6. National Research Council

    Rome, Italy

    3 h-index

    4 publications

    72 citations

  7. Eskişehir City Hospital

    Eskişehir, Turkey

    3 h-index

    5 publications

    157 citations

  8. University of Pisa

    Pisa, Italy

    3 h-index

    7 publications

    288 citations

1–8 of 107

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 159 citations

    3

    h-index

  2. Future Generation Computer Systems

    FGCS · 2 publications · 99 citations

    2

    h-index

  3. Expert Systems with Applications

    2 publications · 156 citations

    2

    h-index

  4. ACM Transactions on Information Systems

    2 publications · 170 citations

    2

    h-index

  5. IEEE Transactions on Vehicular Technology

    2 publications · 157 citations

    2

    h-index

1–5