Concepedia

Sequence-aware Recommendation

Sequence-Aware Recommendation is a type of recommender system approach that incorporates temporal or sequential patterns in user interactions to model the dynamic evolution of user preferences and context over time, distinguishing itself from static or context-independent recommendation methods by explicitly leveraging the order and structure of past user behavior.

242

Publications

17.4K

Citations

841

Authors

273

Institutions

Publications per year

2017–2026

197

Parents

Publications

242

BERT4Rec

Fei Sun, Jun Liu, Jian Wu et al. · 2019 · 2.3K citations

, , +11

Personalized Top-N Sequential Recommendation via Convolutional Sequence Embedding

Jiaxi Tang, Ke Wang · 2018 · 1.9K citations

, , +14

Where you like to go next: successive point-of-interest recommendation

Cheng Chen, Haiqin Yang, Michael R. Lyu et al. · International Joint Conference on Artificial Intelligence · 2013 · 482 citations

, , +9

What to Do Next: Modeling User Behaviors by Time-LSTM

Yu Zhu, Hao Li, Yikang Liao et al. · 2017 · 473 citations · Full text

, , +11

A Survey on Accuracy-oriented Neural Recommendation: From Collaborative Filtering to Information-rich Recommendation

Le Wu, Xiangnan He, Xiang Wang et al. · IEEE Transactions on Knowledge and Data Engineering · 2022 · 397 citations · Full text

, , +15

1–5 of 242

Authors

841

  1. FS
    Fei Sun

    Alibaba Group (China), China

    5 publications · 2.8K citations

    5

    h-index

  2. MR
    Michael R. Lyu

    Chinese University of Hong Kong, Hong Kong SAR China

    5 publications · 966 citations

    5

    h-index

  3. WO
    Wenwu Ou

    Alibaba Group (China), China

    4 publications · 3K citations

    4

    h-index

  4. IK
    Irwin King

    Chinese University of Hong Kong, Hong Kong SAR China

    4 publications · 936 citations

    4

    h-index

  5. EC
    Enhong Chen

    University of Science and Technology of China, China

    4 publications · 288 citations

    4

    h-index

1–5 of 841

Institutions

273

  1. Alibaba Group (China)

    Hangzhou, China

    9 h-index

    47 publications

    21.8K citations

  2. Zhejiang University

    Hangzhou, China

    7 h-index

    24 publications

    4.2K citations

  3. Tsinghua University

    Beijing, China

    7 h-index

    16 publications

    1.2K citations

  4. University of Technology Sydney

    Sydney, Australia

    7 h-index

    11 publications

    738 citations

  5. Nanyang Technological University

    Singapore, Singapore

    7 h-index

    20 publications

    2.9K citations

  6. Wuhan University

    Wuhan, China

    6 h-index

    16 publications

    524 citations

  7. Peking University

    Beijing, China

    6 h-index

    22 publications

    1K citations

  8. University of Science and Technology of China

    Hefei, China

    6 h-index

    15 publications

    1.8K citations

1–8 of 273

Venues

  1. arXiv (Cornell University)

    Repository · 12 publications · 582 citations

    11

    h-index

  2. Expert Systems with Applications

    8 publications · 215 citations

    8

    h-index

  3. IEEE Access

    8 publications · 188 citations

    8

    h-index

  4. Information Sciences

    7 publications · 332 citations

    7

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 6 publications · 572 citations

    6

    h-index

1–5