Concepedia

Short-term Preference Modeling

Short-Term Preference Modeling is a recommendation modeling approach that captures a user's transient interests within a specific session or recent interaction sequence, distinguishing itself from long-term preference modeling by focusing on immediate behavioral patterns rather than stable, enduring user preferences.

36

Publications

2.5K

Citations

155

Authors

61

Institutions

Publications per year

2017–2026

33

Parents

Publications

36

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

Personalized Long- and Short-term Preference Learning for Next POI Recommendation

Yuxia Wu, Ke Li, Guoshuai Zhao et al. · IEEE Transactions on Knowledge and Data Engineering · 2020 · 232 citations

, , +13

Adaptive User Modeling with Long and Short-Term Preferences for Personalized Recommendation

Zeping Yu, Jianxun Lian, Ahmad Mahmoody et al. · 2019 · 178 citations · Full text

, , +16

GNN-based long and short term preference modeling for next-location prediction

Jinbo Liu, Yunliang Chen, Xiaohui Huang et al. · Information Sciences · 2023 · 118 citations · Full text

, , +7

1–5 of 36

Authors

155

  1. GZ
    Guoshuai Zhao

    Xi'an Jiaotong University, China

    2 publications · 316 citations

    2

    h-index

  2. SL
    Shangsong Liang

    Sun Yat-sen University, China

    2 publications · 145 citations

    2

    h-index

  3. TC
    Tat‐Seng Chua

    National University of Singapore, Singapore

    2 publications · 82 citations

    2

    h-index

  4. YZ
    Yongdong Zhang

    University of Science and Technology of China, China

    2 publications · 115 citations

    2

    h-index

  5. YW
    Yuxia Wu

    Xi'an Jiaotong University, China

    2 publications · 316 citations

    2

    h-index

1–5 of 155

Institutions

61

  1. National University of Singapore

    Singapore, Singapore

    4 h-index

    5 publications

    294 citations

  2. Wuhan University

    Wuhan, China

    3 h-index

    8 publications

    1.4K citations

  3. University of Science and Technology of China

    Hefei, China

    3 h-index

    10 publications

    549 citations

  4. Sun Yat-sen University

    Guangzhou, China

    3 h-index

    5 publications

    257 citations

  5. Deakin University

    Burwood, Australia

    2 h-index

    2 publications

    144 citations

  6. Qilu University of Technology

    Jinan, China

    2 h-index

    4 publications

    282 citations

  7. Hefei University of Technology

    Hefei, China

    2 h-index

    2 publications

    106 citations

  8. Shanghai Jiao Tong University

    Shanghai, China

    2 h-index

    6 publications

    412 citations

1–8 of 61

Venues

  1. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 3 publications · 552 citations

    3

    h-index

  2. IEEE Transactions on Industrial Informatics

    2 publications · 59 citations

    2

    h-index

  3. 2

    h-index

  4. IEEE Access

    2 publications · 49 citations

    2

    h-index

  5. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 2 publications · 251 citations

    2

    h-index

1–5