Concepedia

Sequential User Behavior Modeling

Sequential User Behavior Modeling is a computational framework that captures the temporal progression of user interactions within a funnel by representing each stage as a sequence of dependent actions, distinguishing it from static or aggregate behavioral models through its focus on order, timing, and transitional patterns in user journeys.

92

Publications

12.1K

Citations

344

Authors

121

Institutions

Publications per year

2017–2026

71

Parents

Publications

92

Factorizing personalized Markov chains for next-basket recommendation

Steffen Rendle, Christoph Freudenthaler, Lars Schmidt-Thieme · 2010 · 2.7K citations

, , +15

Neural Attentive Session-based Recommendation

Jing Li, Pengjie Ren, Zhumin Chen et al. · 2017 · 1.5K citations

, , +11

Fusing Similarity Models with Markov Chains for Sparse Sequential Recommendation

Ruining He, Julian McAuley · 2016 · 711 citations

, , +16

Sequential Recommendation with User Memory Networks

Xu Chen, Hongteng Xu, Yongfeng Zhang et al. · 2018 · 508 citations · Full text

, , +14

Translation-based Recommendation

Ruining He, Wang-Cheng Kang, Julian McAuley · 2017 · 429 citations · Full text

, , +11

1–5 of 92

Authors

344

  1. JM
    Julian McAuley

    University of California San Diego, United States

    5 publications · 1.4K citations

    5

    h-index

  2. FS
    Fei Sun

    Alibaba Group (China), China

    4 publications · 275 citations

    4

    h-index

  3. RH
    Ruining He

    University of California San Diego, United States

    4 publications · 1.3K citations

    4

    h-index

  4. PR
    Pengjie Ren

    Shandong University, China

    4 publications · 1.6K citations

    4

    h-index

  5. FL
    Fuyu Lv

    Alibaba Group (China), China

    4 publications · 325 citations

    4

    h-index

1–5 of 344

Institutions

121

  1. Alibaba Group (China)

    Hangzhou, China

    12 h-index

    47 publications

    5.7K citations

  2. University of California San Diego

    San Diego, United States

    5 h-index

    12 publications

    3K citations

  3. Macquarie University

    Sydney, Australia

    4 h-index

    15 publications

    2.9K citations

  4. University of Technology Sydney

    Sydney, Australia

    4 h-index

    8 publications

    1.7K citations

  5. University of Science and Technology of China

    Hefei, China

    4 h-index

    12 publications

    584 citations

  6. Renmin University of China

    Beijing, China

    4 h-index

    11 publications

    604 citations

  7. Shanghai Jiao Tong University

    Shanghai, China

    4 h-index

    18 publications

    1.5K citations

  8. Georgia Institute of Technology

    Atlanta, United States

    3 h-index

    5 publications

    1.6K citations

1–8 of 121

Venues

  1. arXiv (Cornell University)

    Repository · 7 publications · 264 citations

    7

    h-index

  2. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 4 publications · 210 citations

    4

    h-index

  3. ACM Transactions on Information Systems

    4 publications · 129 citations

    4

    h-index

  4. 3

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 2 publications · 296 citations

    2

    h-index

1–5