Concepedia

Behavior Sequence Modeling

Behavior Sequence Modeling is a computational framework that captures the temporal dynamics and sequential dependencies in user-item interactions to predict future behaviors within the domain of Sequential Recommendation.

163

Publications

14.6K

Citations

585

Authors

197

Institutions

Publications per year

2017–2026

126

Parents

Publications

163

BERT4Rec

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

, , +11

Deep Interest Evolution Network for Click-Through Rate Prediction

Guorui Zhou, Na Mou, Ying Fan et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 1K citations · Full text

, , +13

Modeling and Prediction of Human Behavior

Alex Pentland, Andrew Liu · Neural Computation · 1999 · 524 citations

, , +15

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

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

, , +11

Behavior sequence transformer for e-commerce recommendation in Alibaba

Qiwei Chen, Huan Zhao, Wei Li et al. · 2019 · 388 citations

, , +16

1–5 of 163

Authors

585

  1. WO
    Wenwu Ou

    Alibaba Group (China), China

    6 publications · 2.8K citations

    6

    h-index

  2. CZ
    Chang Zhou

    Alibaba Group (China), China

    6 publications · 1.8K citations

    6

    h-index

  3. FS
    Fei Sun

    Alibaba Group (China), China

    5 publications · 2.7K citations

    5

    h-index

  4. SW
    Shoujin Wang

    University of Technology Sydney, Australia

    5 publications · 528 citations

    5

    h-index

  5. YF
    Yufei Feng

    Tongji University, China

    4 publications · 395 citations

    4

    h-index

1–5 of 585

Institutions

197

  1. Alibaba Group (China)

    Hangzhou, China

    16 h-index

    85 publications

    25.4K citations

  2. Tsinghua University

    Beijing, China

    10 h-index

    19 publications

    1.8K citations

  3. Zhejiang University

    Hangzhou, China

    9 h-index

    28 publications

    4.6K citations

  4. University of Science and Technology of China

    Hefei, China

    8 h-index

    23 publications

    1.7K citations

  5. Chinese Academy of Sciences

    Beijing, China

    8 h-index

    19 publications

    1.4K citations

  6. Peking University

    Beijing, China

    7 h-index

    14 publications

    1.8K citations

  7. Macquarie University

    Sydney, Australia

    7 h-index

    23 publications

    3.1K citations

  8. University of Technology Sydney

    Sydney, Australia

    7 h-index

    12 publications

    2K citations

1–8 of 197

Venues

  1. arXiv (Cornell University)

    Repository · 12 publications · 618 citations

    12

    h-index

  2. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 7 publications · 407 citations

    7

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 6 publications · 1.7K citations

    6

    h-index

  4. ACM Transactions on Information Systems

    6 publications · 357 citations

    6

    h-index

  5. 4

    h-index

1–5