Concepedia

Implicit Matrix Factorization

Implicit Matrix Factorization is a matrix factorization method that models user-item interactions by treating observed user feedback as implicit indicators of preference, differentiating itself from explicit feedback approaches through its reliance on non-binary, often binary or count-based, interaction signals rather than rated evaluations.

33

Publications

2.4K

Citations

86

Authors

61

Institutions

Publications per year

2017–2026

13

Parents

Publications

33

A diagonal form of an implicit approximate-factorization algorithm

Thomas H. Pulliam, D. CHAUSSEE · Journal of Computational Physics · 1981 · 1.2K citations

, , +11

Efficient solution methods for the Navier-Stokes equations

T. H. Pulliam · NASA Technical Reports Server (NASA) · 1986 · 135 citations

, , +16

Word embedding revisited: a new representation learning and explicit matrix factorization perspective

Yitan Li, Linli Xu, Fei Tian et al. · 2015 · 102 citations

, , +16

Characteristic-based algorithms for flows in thermochemical nonequilibrium

Robert W. Walters, David C. Slack, D. HALT · AIAA Journal · 1992 · 86 citations

, , +14

Optimizing error of high-dimensional statistical queries under differential privacy

Ryan McKenna, Gerome Miklau, Michael Hay et al. · Proceedings of the VLDB Endowment · 2018 · 84 citations · Full text

, , +16

1–5 of 33

Authors

86

  1. CK
    C Knight

    Royal Brompton Hospital, United Kingdom

    2 publications · 37 citations

    2

    h-index

  2. DC
    D. CHAUSSEE

    Ames Research Center, United States

    2 publications · 1.2K citations

    2

    h-index

  3. DC
    D. CHOI

    Textron (United States), United States

    2 publications · 37 citations

    2

    h-index

  4. TH
    Thomas H. Pulliam

    Ames Research Center, United States

    2 publications · 1.2K citations

    2

    h-index

  5. RD
    Roger Donaldson

    Caspian University, Kazakhstan

    1 publications · 47 citations

    1

    h-index

1–5 of 86

Institutions

61

  1. Ames Research Center

    Mountain View, United States

    4 h-index

    4 publications

    1.4K citations

  2. University of Massachusetts Boston

    Boston, United States

    2 h-index

    2 publications

    129 citations

  3. Peking University

    Beijing, China

    2 h-index

    3 publications

    86 citations

  4. United States Department of the Army

    Arlington, United States

    1 h-index

    1 publications

    57 citations

  5. Budapest University of Technology and Economics

    Budapest, Hungary

    1 h-index

    1 publications

    11 citations

  6. Colgate University

    Hamilton, United States

    1 h-index

    1 publications

    84 citations

  7. Toyota Technological Institute at Chicago

    Chicago, United States

    1 h-index

    5 publications

    180 citations

  8. University of Illinois Urbana-Champaign

    Urbana, United States

    1 h-index

    1 publications

    36 citations

1–8 of 61

Venues

  1. Journal of Computational Physics

    2 publications · 1.2K citations

    2

    h-index

  2. AIAA Journal

    2 publications · 112 citations

    2

    h-index

  3. Automatica

    1 publications · 44 citations

    1

    h-index

  4. Proceedings of the VLDB Endowment

    PVLDB · 1 publications · 84 citations

    1

    h-index

  5. BIT Numerical Mathematics

    1 publications · 16 citations

    1

    h-index

1–5