Concepedia

Transformer-based Recommendation

Transformer-Based Recommendation is a recommendation approach that employs the transformer architecture—characterized by self-attention mechanisms—to model sequential user-item interactions for generating personalized recommendations.

84

Publications

4.6K

Citations

341

Authors

117

Institutions

Publications per year

2017–2026

84

Parents

Publications

84

Behavior sequence transformer for e-commerce recommendation in Alibaba

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

, , +16

Filter-enhanced MLP is All You Need for Sequential Recommendation

Kun Zhou, Hui Yu, Wayne Xin Zhao et al. · Proceedings of the ACM Web Conference 2022 · 2022 · 342 citations · Full text

, , +15

BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer

Fei Sun, Jun Liu, Jian Wu et al. · arXiv (Cornell University) · 2019 · 276 citations · Full text

, , +14

GETNext

Song Yang, Jiamou Liu, Kaiqi Zhao · Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval · 2022 · 224 citations · Full text

, , +16

Personalized re-ranking for recommendation

Changhua Pei, Yi Zhang, Yongfeng Zhang et al. · 2019 · 190 citations

, , +12

1–5 of 84

Authors

341

  1. WO
    Wenwu Ou

    Alibaba Group (China), China

    5 publications · 900 citations

    5

    h-index

  2. XZ
    Xiangyu Zhao

    City University of Hong Kong, Hong Kong SAR China

    4 publications · 178 citations

    4

    h-index

  3. YZ
    Yongfeng Zhang

    Rutgers, The State University of New Jersey, United States

    3 publications · 319 citations

    3

    h-index

  4. WW
    Wanyu Wang

    City University of Hong Kong, Hong Kong SAR China

    3 publications · 161 citations

    3

    h-index

  5. FS
    Fei Sun

    Alibaba Group (China), China

    3 publications · 477 citations

    3

    h-index

1–5 of 341

Institutions

117

  1. Tsinghua University

    Beijing, China

    6 h-index

    17 publications

    868 citations

  2. Wuhan University

    Wuhan, China

    5 h-index

    4 publications

    274 citations

  3. City University of Hong Kong

    Hong Kong, Hong Kong

    5 h-index

    18 publications

    790 citations

  4. Tencent (China)

    Shenzhen, China

    4 h-index

    2 publications

    55 citations

  5. University of Amsterdam

    Amsterdam, The Netherlands

    4 h-index

    6 publications

    137 citations

  6. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    4 h-index

    6 publications

    296 citations

  7. Institute of Computing Technology

    Beijing, China

    3 h-index

    6 publications

    183 citations

  8. University of Illinois Chicago

    Chicago, United States

    3 h-index

    11 publications

    1.3K citations

1–8 of 117

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 364 citations

    6

    h-index

  2. 5

    h-index

  3. ACM Transactions on Information Systems

    3 publications · 75 citations

    5

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 3 publications · 137 citations

    4

    h-index

  5. Proceedings of the ACM Web Conference 2022

    Conference · 2 publications · 526 citations

    2

    h-index

1–5