Concepedia

Online Sequential Recommendation

Online Sequential Recommendation is a sequential recommendation paradigm that operates in real-time by incrementally updating user representations and generating recommendations from streaming user-item interaction data without reprocessing the entire historical sequence.

55

Publications

2.3K

Citations

215

Authors

67

Institutions

Publications per year

2017–2026

48

Variants

Streaming Sequential Recommendation

Parents

Publications

55

A hybrid online-product recommendation system: Combining implicit rating-based collaborative filtering and sequential pattern analysis

Keunho Choi, Donghee Yoo, Gun-Woo Kim et al. · Electronic Commerce Research and Applications · 2012 · 241 citations

, , +13

Multi-Behavior Hypergraph-Enhanced Transformer for Sequential Recommendation

Yuhao Yang, Chao Huang, Lianghao Xia et al. · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 167 citations · Full text

, , +14

SDM

Fuyu Lv, Taiwei Jin, Changlong Yu et al. · 2019 · 148 citations

, , +16

User Preference Learning for Online Social Recommendation

Zhou Zhao, Hanqing Lu, Deng Cai et al. · IEEE Transactions on Knowledge and Data Engineering · 2016 · 118 citations

, , +15

Long- and short-term self-attention network for sequential recommendation

Chengfeng Xu, Jian Feng, Pengpeng Zhao et al. · Neurocomputing · 2020 · 113 citations

, , +11

1–5 of 55

Authors

215

  1. FS
    Fei Sun

    Alibaba Group (China), China

    3 publications · 182 citations

    3

    h-index

  2. JW
    Ji-Rong Wen

    Renmin University of China, China

    3 publications · 95 citations

    3

    h-index

  3. WX
    Wayne Xin Zhao

    Renmin University of China, China

    3 publications · 95 citations

    3

    h-index

  4. JT
    Jie Tang

    Tsinghua University, China

    2 publications · 117 citations

    2

    h-index

  5. FL
    Fuyu Lv

    Alibaba Group (China), China

    2 publications · 165 citations

    2

    h-index

1–5 of 215

Institutions

67

  1. Alibaba Group (China)

    Hangzhou, China

    5 h-index

    18 publications

    1.2K citations

  2. Zhejiang University

    Hangzhou, China

    5 h-index

    13 publications

    865 citations

  3. Tsinghua University

    Beijing, China

    4 h-index

    9 publications

    373 citations

  4. Wuhan University

    Wuhan, China

    4 h-index

    6 publications

    338 citations

  5. Renmin University of China

    Beijing, China

    3 h-index

    10 publications

    313 citations

  6. University of Science and Technology of China

    Hefei, China

    3 h-index

    10 publications

    583 citations

  7. University of Hong Kong

    Pok Fu Lam, Hong Kong

    3 h-index

    5 publications

    666 citations

  8. Soochow University

    Suzhou, China

    3 h-index

    7 publications

    475 citations

1–8 of 67

Venues

  1. Information Processing & Management

    4 publications · 109 citations

    4

    h-index

  2. Expert Systems with Applications

    4 publications · 82 citations

    4

    h-index

  3. arXiv (Cornell University)

    Repository · 3 publications · 138 citations

    3

    h-index

  4. Knowledge-Based Systems

    3 publications · 61 citations

    3

    h-index

  5. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 2 publications · 154 citations

    2

    h-index

1–5