Concepedia

Long-term Preference Modeling

Long-Term Preference Modeling is a recommendation framework that captures users' stable and evolving behavioral patterns over extended time horizons to distinguish enduring interests from transient interactions in sequential recommendation systems.

70

Publications

6.5K

Citations

264

Authors

110

Institutions

Publications per year

2017–2026

55

Parents

Publications

70

Collaborative filtering with temporal dynamics

Yehuda Koren · 2009 · 1.2K citations

, , +16

Collaborative filtering with temporal dynamics

Yehuda Koren · Communications of the ACM · 2010 · 776 citations

, , +16

Where to Go Next: Modeling Long- and Short-Term User Preferences for Point-of-Interest Recommendation

Ke Sun, Tieyun Qian, Tong Chen et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 389 citations · Full text

, , +12

Temporal recommendation on graphs via long- and short-term preference fusion

Liang Xiang, Quan Yuan, Shiwan Zhao et al. · 2010 · 378 citations

, , +13

Sequential Recommender System based on Hierarchical Attention Networks

Haochao Ying, Fuzhen Zhuang, Fuzheng Zhang et al. · 2018 · 369 citations · Full text

, , +13

1–5 of 70

Authors

264

  1. XX
    Xing Xie

    Microsoft Research Asia (China), China

    3 publications · 601 citations

    3

    h-index

  2. GX
    Guandong Xu

    University of Technology Sydney, Australia

    2 publications · 390 citations

    2

    h-index

  3. DJ
    Dietmar Jannach

    University of Klagenfurt, Austria

    2 publications · 143 citations

    2

    h-index

  4. WN
    Wilfred Ng

    Hong Kong University of Science and Technology, Hong Kong SAR China

    2 publications · 165 citations

    2

    h-index

  5. FC
    Fei Cai

    National University of Defense Technology, China

    2 publications · 103 citations

    2

    h-index

1–5 of 264

Institutions

110

  1. National University of Singapore

    Singapore, Singapore

    3 h-index

    4 publications

    219 citations

  2. University of Science and Technology of China

    Hefei, China

    3 h-index

    6 publications

    364 citations

  3. Alibaba Group (China)

    Hangzhou, China

    3 h-index

    17 publications

    1.1K citations

  4. National University of Defense Technology

    Changsha, China

    3 h-index

    9 publications

    342 citations

  5. Microsoft Research Asia (China)

    Beijing, China

    3 h-index

    5 publications

    1.1K citations

  6. Wuhan University

    Wuhan, China

    3 h-index

    8 publications

    1.4K citations

  7. Zhejiang University of Science and Technology

    Hangzhou, China

    3 h-index

    7 publications

    839 citations

  8. University of Amsterdam

    Amsterdam, The Netherlands

    2 h-index

    2 publications

    103 citations

1–8 of 110

Venues

  1. IEEE Access

    6 publications · 146 citations

    6

    h-index

  2. 2

    h-index

  3. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 2 publications · 251 citations

    2

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 2 publications · 452 citations

    2

    h-index

  5. Expert Systems with Applications

    2 publications · 42 citations

    2

    h-index

1–5