Concepedia

User Preference Modeling

User Preference Modeling is a computational framework that formalizes the acquisition, representation, and adaptation of individual or collective user preferences within recommendation systems by integrating behavioral, contextual, and multi-criteria data to enable personalized and group-aware adaptive user interfaces.

1.8K

Publications

96.2K

Citations

5K

Authors

1.2K

Institutions

Publications per year

2017–2026

784

Parents

Publications

1.8K

Self-similarity in World Wide Web traffic: evidence and possible causes

Mark Crovella, Azer Bestavros · IEEE/ACM Transactions on Networking · 1997 · 2.7K citations

, , +16

Latent semantic models for collaborative filtering

Thomas Hofmann · ACM Transactions on Information Systems · 2004 · 1.4K citations

, , +14

A Framework for Collaborative, Content-Based and Demographic Filtering

Michael J. Pazzani · Artificial Intelligence Review · 1999 · 1.3K citations

, , +11

Exploiting geographical influence for collaborative point-of-interest recommendation

Mao Ye, Peifeng Yin, Wang-Chien Lee et al. · 2011 · 1.1K citations

, , +11

Deep content-based music recommendation

Aäron van den Oord, Sander Dieleman, Benjamin Schrauwen · Ghent University Academic Bibliography (Ghent University) · 2013 · 1K citations · Full text

, , +16

1–5 of 1.8K

Authors

5K

  1. XH
    Xiangnan He

    University of Science and Technology of China, China

    24 publications · 2.2K citations

    20

    h-index

  2. TC
    Tat‐Seng Chua

    National University of Singapore, Singapore

    21 publications · 2.2K citations

    18

    h-index

  3. FR
    Francesco Ricci⋆

    Free University of Bozen-Bolzano, Italy

    22 publications · 1.1K citations

    16

    h-index

  4. LN
    Liqiang Nie

    Shandong University, China

    15 publications · 1.4K citations

    14

    h-index

  5. XW
    Xiang Wang

    National University of Singapore, Singapore

    12 publications · 976 citations

    12

    h-index

1–5 of 5K

Institutions

1.2K

  1. University of Science and Technology of China

    Hefei, China

    32 h-index

    94 publications

    5.8K citations

  2. National University of Singapore

    Singapore, Singapore

    31 h-index

    95 publications

    8.8K citations

  3. Tsinghua University

    Beijing, China

    27 h-index

    129 publications

    5.9K citations

  4. University of Minnesota

    Minneapolis, United States

    23 h-index

    70 publications

    7.8K citations

  5. Nanyang Technological University

    Singapore, Singapore

    20 h-index

    54 publications

    3.4K citations

  6. Carnegie Mellon University

    Pittsburgh, United States

    20 h-index

    34 publications

    2.5K citations

  7. Shanghai Jiao Tong University

    Shanghai, China

    19 h-index

    73 publications

    3.4K citations

  8. University of Technology Sydney

    Sydney, Australia

    19 h-index

    50 publications

    2.8K citations

1–8 of 1.2K

Venues

  1. Expert Systems with Applications

    43 publications · 2.4K citations

    28

    h-index

  2. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 32 publications · 2.3K citations

    23

    h-index

  3. ACM Transactions on Information Systems

    27 publications · 2.8K citations

    22

    h-index

  4. IEEE Access

    28 publications · 919 citations

    19

    h-index

  5. arXiv (Cornell University)

    Repository · 33 publications · 1.4K citations

    18

    h-index

1–5