Concepedia

Hybrid Factorization Models

Hybrid Factorization Models is a recommendation system model that integrates multiple factorization techniques—such as matrix factorization, tensor factorization, or deep factorization—within a unified framework to jointly capture diverse interaction patterns and auxiliary information, thereby improving predictive performance beyond single-factorization approaches.

29

Publications

1.3K

Citations

129

Authors

64

Institutions

Publications per year

2017–2026

18

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

FedRec: Federated Recommendation With Explicit Feedback

Guanyu Lin, Feng Liang, Weike Pan et al. · IEEE Intelligent Systems · 2020 · 207 citations

, , +15

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

A Location-Based Factorization Machine Model for Web Service QoS Prediction

Yatao Yang, Xiangdong Niu, Mingdong Tang et al. · IEEE Transactions on Services Computing · 2018 · 79 citations

, , +11

1–5 of 29

Authors

129

  1. FG
    Francesco Giovanni Celiberto

    University of Calabria, Italy

    3 publications · 110 citations

    3

    h-index

  2. MF
    Michael Fucilla

    University of Calabria, Italy

    2 publications · 92 citations

    2

    h-index

  3. PC
    Peng Cui

    Tsinghua University, China

    2 publications · 155 citations

    2

    h-index

  4. FW
    Fei Wang

    Xi'an Jiaotong University, China

    2 publications · 155 citations

    2

    h-index

  5. DY
    Dmitry Yu. Ivanov

    Sobolev Institute of Mathematics, Russia

    2 publications · 92 citations

    2

    h-index

1–5 of 129

Institutions

64

  1. Tsinghua University

    Beijing, China

    3 h-index

    9 publications

    970 citations

  2. Sobolev Institute of Mathematics

    Novosibirsk, Russia

    2 h-index

    2 publications

    92 citations

  3. Istituto Nazionale di Fisica Nucleare

    Rome, Italy

    2 h-index

    5 publications

    229 citations

  4. Fondazione Bruno Kessler

    Trento, Italy

    2 h-index

    3 publications

    137 citations

  5. Sun Yat-sen University

    Guangzhou, China

    2 h-index

    5 publications

    561 citations

  6. European Centre for Theoretical Studies in Nuclear Physics and Related Areas

    Trento, Italy

    2 h-index

    3 publications

    137 citations

  7. University of Calabria

    Rende, Italy

    2 h-index

    5 publications

    229 citations

  8. Istituto Nazionale di Fisica Nucleare, Trento Institute for Fundamental Physics And Applications

    Povo, Italy

    2 h-index

    3 publications

    137 citations

1–8 of 64

Venues

  1. Journal of Intelligent & Fuzzy Systems

    1 publications · 27 citations

    1

    h-index

  2. Universe

    1 publications · 18 citations

    1

    h-index

  3. Future Generation Computer Systems

    FGCS · 1 publications · 245 citations

    1

    h-index

  4. Journal of High Energy Physics

    JHEP · 1 publications · 20 citations

    1

    h-index

  5. Microwave and Optical Technology Letters

    1 publications · 12 citations

    1

    h-index

1–5