Concepedia

Cross-domain Collaborative Filtering

Cross-Domain Collaborative Filtering is a collaborative filtering approach that transfers user preference knowledge across distinct but related domains to improve recommendation accuracy in a target domain by leveraging auxiliary data from a source domain.

78

Publications

4.4K

Citations

219

Authors

94

Institutions

Publications per year

2017–2026

41

Variants

Cdcf

Parents

Publications

78

Can movies and books collaborate?: cross-domain collaborative filtering for sparsity reduction

Bin Li, Qiang Yang, Xiangyang Xue · 2009 · 343 citations

, , +15

Transfer learning for collaborative filtering via a rating-matrix generative model

Bin Li, Qiang Yang, Xiangyang Xue · 2009 · 343 citations

, , +13

Personalized recommendation via cross-domain triadic factorization

Liang Hu, Jian Cao, Guandong Xu et al. · 2013 · 263 citations

, , +15

Cross Domain Recommendation via Bi-directional Transfer Graph Collaborative Filtering Networks

Meng Liu, Jianjun Li, Guohui Li et al. · 2020 · 191 citations

, , +16

A cross-domain collaborative filtering algorithm with expanding user and item features via the latent factor space of auxiliary domains

Xu Yu, Feng Jiang, Junwei Du et al. · Pattern Recognition · 2019 · 181 citations

, , +14

1–5 of 78

Authors

219

  1. XY
    Xu Yu

    Qingdao University of Science and Technology, China

    5 publications · 450 citations

    5

    h-index

  2. QY
    Qiang Yang

    Hong Kong University of Science and Technology, Hong Kong SAR China

    5 publications · 1K citations

    5

    h-index

  3. FJ
    Feng Jiang

    Qingdao University of Science and Technology, China

    5 publications · 450 citations

    5

    h-index

  4. JD
    Junwei Du

    Qingdao University of Science and Technology, China

    4 publications · 292 citations

    4

    h-index

  5. BL
    Bin Li

    Fudan University, China

    4 publications · 793 citations

    4

    h-index

1–5 of 219

Institutions

94

  1. University of Technology Sydney

    Sydney, Australia

    8 h-index

    14 publications

    1K citations

  2. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    7 h-index

    17 publications

    2K citations

  3. Zhejiang University

    Hangzhou, China

    5 h-index

    6 publications

    125 citations

  4. Fudan University

    Shanghai, China

    5 h-index

    11 publications

    1.7K citations

  5. Qingdao University of Science and Technology

    Qingdao, China

    5 h-index

    22 publications

    2K citations

  6. Dalian University of Technology

    Dalian, China

    3 h-index

    6 publications

    174 citations

  7. Universidad Autónoma de Madrid

    Madrid, Spain

    3 h-index

    5 publications

    305 citations

  8. University of Hong Kong

    Pok Fu Lam, Hong Kong

    3 h-index

    9 publications

    1K citations

1–8 of 94

Venues

  1. IEEE Access

    6 publications · 182 citations

    6

    h-index

  2. Expert Systems with Applications

    2 publications · 69 citations

    3

    h-index

  3. arXiv (Cornell University)

    Repository · 1 publications · 98 citations

    2

    h-index

  4. Procedia Computer Science

    2 publications · 22 citations

    2

    h-index

  5. Information Sciences

    2 publications · 71 citations

    2

    h-index

1–5