Concepedia

Context-aware Matrix Factorization

Context-Aware Matrix Factorization is a matrix factorization framework that extends traditional collaborative filtering by incorporating contextual variables—such as user location, time, or device—into the latent factor model to enable personalized recommendations that dynamically adapt to situational influences.

63

Publications

3.6K

Citations

181

Authors

72

Institutions

Publications per year

2017–2026

29

Parents

Publications

63

Matrix factorization techniques for context aware recommendation

Linas Baltrunas, Bernd Ludwig, Francesco Ricci⋆ · 2011 · 375 citations

, , +9

Inferring gas consumption and pollution emission of vehicles throughout a city

Jingbo Shang, Yu Zheng, Wenzhu Tong et al. · 2014 · 252 citations

, , +17

SoCo

Xin Liu, Karl Aberer · 2013 · 174 citations

, , +13

Context-based splitting of item ratings in collaborative filtering

Linas Baltrunas, Francesco Ricci⋆ · 2009 · 161 citations

, , +13

Collaborative QoS prediction with context-sensitive matrix factorization

Hao Wu, Kun Yue, Bo Li et al. · Future Generation Computer Systems · 2017 · 129 citations

, , +8

1–5 of 63

Authors

181

  1. FR
    Francesco Ricci⋆

    Free University of Bozen-Bolzano, Italy

    6 publications · 616 citations

    6

    h-index

  2. YZ
    Yong Zheng

    Illinois Institute of Technology, United States

    3 publications · 120 citations

    3

    h-index

  3. BM
    Bamshad Mobasher

    DePaul University, United States

    3 publications · 120 citations

    3

    h-index

  4. LB
    Linas Baltrunas

    Telefonica Research and Development, Spain

    3 publications · 564 citations

    3

    h-index

  5. RB
    Robin Burke

    DePaul University, United States

    3 publications · 120 citations

    3

    h-index

1–5 of 181

Institutions

72

  1. Free University of Bozen-Bolzano

    Bolzano, Italy

    6 h-index

    12 publications

    1.6K citations

  2. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    4 h-index

    8 publications

    458 citations

  3. Budapest University of Technology and Economics

    Budapest, Hungary

    3 h-index

    3 publications

    115 citations

  4. DePaul University

    Chicago, United States

    3 h-index

    9 publications

    360 citations

  5. Microsoft Research Asia (China)

    Beijing, China

    2 h-index

    4 publications

    820 citations

  6. Macquarie University

    Sydney, Australia

    2 h-index

    2 publications

    133 citations

  7. University of Minnesota

    Minneapolis, United States

    2 h-index

    5 publications

    346 citations

  8. Barcelona Digital Centro Tecnológico

    Barcelona, Spain

    2 h-index

    2 publications

    29 citations

1–8 of 72

Venues

  1. Expert Systems with Applications

    2 publications · 41 citations

    2

    h-index

  2. Information Sciences

    2 publications · 91 citations

    2

    h-index

  3. ACM Transactions on Intelligent Systems and Technology

    TIST · 2 publications · 187 citations

    2

    h-index

  4. Future Generation Computer Systems

    FGCS · 2 publications · 183 citations

    2

    h-index

  5. Neurocomputing

    2 publications · 172 citations

    2

    h-index

1–5