Concepedia

User Preference Inference

User Preference Inference is a computational methodology within implicit feedback modeling that derives latent user preferences from observable interaction behaviors by distinguishing underlying preference signals from noise and confounding factors inherent in implicit data.

147

Publications

9.7K

Citations

566

Authors

202

Institutions

Publications per year

2017–2026

87

Parents

Publications

147

Attentive Collaborative Filtering

Jingyuan Chen, Hanwang Zhang, Xiangnan He et al. · 2017 · 876 citations

, , +14

Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs

Dingqi Yang, Daqing Zhang, Vincent W. Zheng et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 2014 · 810 citations

, , +17

Automatic identification of user interest for personalized search

Feng Qiu, Junghoo Cho · 2006 · 399 citations

, , +14

Learning Tree-based Deep Model for Recommender Systems

Zhu Han, Xiang Li, Pengye Zhang et al. · 2018 · 291 citations · Full text

, , +14

Tagommenders

Shilad Sen, Jesse Vig, John Riedl · 2009 · 282 citations

, , +12

1–5 of 147

Authors

566

  1. LN
    Liqiang Nie

    Shandong University, China

    5 publications · 1.4K citations

    5

    h-index

  2. DM
    David M. Blei

    Princeton University, United States

    3 publications · 351 citations

    3

    h-index

  3. RH
    Richang Hong

    Hefei University of Technology, China

    3 publications · 168 citations

    3

    h-index

  4. ZS
    Zhu Sun

    Nanyang Technological University, Singapore

    3 publications · 82 citations

    3

    h-index

  5. XH
    Xiangnan He

    University of Science and Technology of China, China

    3 publications · 1.3K citations

    3

    h-index

1–5 of 566

Institutions

202

  1. National University of Singapore

    Singapore, Singapore

    8 h-index

    17 publications

    4.6K citations

  2. Shandong University

    Jinan, China

    8 h-index

    21 publications

    2.2K citations

  3. Tsinghua University

    Beijing, China

    6 h-index

    18 publications

    1.5K citations

  4. University of Science and Technology of China

    Hefei, China

    6 h-index

    14 publications

    1K citations

  5. Nanyang Technological University

    Singapore, Singapore

    6 h-index

    13 publications

    626 citations

  6. Tencent (China)

    Shenzhen, China

    6 h-index

    14 publications

    1.8K citations

  7. Shanghai Jiao Tong University

    Shanghai, China

    5 h-index

    12 publications

    1.2K citations

  8. Columbia University

    New York, United States

    4 h-index

    5 publications

    1.2K citations

1–8 of 202

Venues

  1. 5

    h-index

  2. ACM Transactions on Information Systems

    5 publications · 116 citations

    5

    h-index

  3. arXiv (Cornell University)

    Repository · 5 publications · 175 citations

    5

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 5 publications · 242 citations

    5

    h-index

  5. Expert Systems with Applications

    4 publications · 83 citations

    4

    h-index

1–5