Concepedia

Hybrid Matrix Factorization

Hybrid Matrix Factorization is a matrix factorization-based recommendation technique that integrates multiple sources of information or collaborative signals—such as content, context, or social data—through hybridization strategies to improve prediction accuracy beyond traditional factorization methods.

29

Publications

1.7K

Citations

105

Authors

47

Institutions

Publications per year

2017–2026

15

Parents

Publications

29

iDoctor: Personalized and professionalized medical recommendations based on hybrid matrix factorization

Yin Zhang⋆, Min Chen, Dijiang Huang et al. · Future Generation Computer Systems · 2016 · 245 citations

, , +13

Dual Channel Hypergraph Collaborative Filtering

Shuyi Ji, Yifan Feng, Rongrong Ji et al. · 2020 · 215 citations

, , +10

On Rank-Revealing Factorisations

Shivkumar Chandrasekaran, Ilse C. F. Ipsen · SIAM Journal on Matrix Analysis and Applications · 1994 · 153 citations

, , +16

Who should share what?

Peng Cui, Fei Wang, Shaowei Liu et al. · 2011 · 130 citations

, , +15

Collaborative Filtering for Recommender Systems

Ruisheng Zhang, Qi-dong Liu, Chun-Gui et al. · 2014 · 123 citations

, , +14

1–5 of 29

Authors

105

  1. PC
    Peng Cui

    Tsinghua University, China

    2 publications · 155 citations

    2

    h-index

  2. LS
    Lifeng Sun

    Tsinghua University, China

    2 publications · 155 citations

    2

    h-index

  3. MK
    Maciej Kula

    2 publications · 164 citations

    2

    h-index

  4. FW
    Fei Wang

    Xi'an Jiaotong University, China

    2 publications · 155 citations

    2

    h-index

  5. SY
    Shiqiang Yang

    Tsinghua University, China

    2 publications · 155 citations

    2

    h-index

1–5 of 105

Institutions

47

  1. Tsinghua University

    Beijing, China

    4 h-index

    12 publications

    1.6K citations

  2. University of Oxford

    Oxford, United Kingdom

    2 h-index

    3 publications

    108 citations

  3. Oxford Centre for Mission Studies

    Oxford, United Kingdom

    1 h-index

    1 publications

    86 citations

  4. Xi'an Polytechnic University

    Xi'an, China

    1 h-index

    1 publications

    10 citations

  5. University of Copenhagen

    Copenhagen, Denmark

    1 h-index

    5 publications

    545 citations

  6. Arizona State University

    Tempe, United States

    1 h-index

    1 publications

    245 citations

  7. Hebei University of Technology

    Tianjin, China

    1 h-index

    3 publications

    33 citations

  8. National Yang Ming Chiao Tung University

    Hsinchu, Taiwan

    1 h-index

    3 publications

    162 citations

1–8 of 47

Venues

  1. Multimedia Tools and Applications

    1 publications · 22 citations

    1

    h-index

  2. arXiv (Cornell University)

    Repository · 1 publications · 80 citations

    1

    h-index

  3. Mobile Information Systems

    1 publications · 18 citations

    1

    h-index

  4. 1

    h-index

  5. Future Generation Computer Systems

    FGCS · 1 publications · 245 citations

    1

    h-index

1–5