Concepedia

Attention-based Sequential Recommendation

Attention-Based Sequential Recommendation is a sequential recommendation method that employs attention mechanisms to selectively model the influence of items in a user's interaction sequence by assigning varying importance weights to different historical interactions.

78

Publications

10.2K

Citations

346

Authors

122

Institutions

Publications per year

2017–2026

78

Parents

Publications

78

Self-Attentive Sequential Recommendation

Wang-Cheng Kang, Julian McAuley · 2018 · 2.7K citations

, , +15

BERT4Rec

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

, , +11

Time Interval Aware Self-Attention for Sequential Recommendation

Jiacheng Li, Yujie Wang, Julian McAuley · 2020 · 613 citations · Full text

, , +11

Sequential Recommender System based on Hierarchical Attention Networks

Haochao Ying, Fuzhen Zhuang, Fuzheng Zhang et al. · 2018 · 369 citations · Full text

, , +13

Rethinking the Item Order in Session-based Recommendation with Graph Neural Networks

2019 · 334 citations · Full text

, , +14

1–5 of 78

Authors

346

  1. JM
    Julian McAuley

    University of California San Diego, United States

    6 publications · 3.6K citations

    6

    h-index

  2. HY
    Hongzhi Yin

    The University of Queensland, Australia

    5 publications · 432 citations

    5

    h-index

  3. GX
    Guandong Xu

    University of Technology Sydney, Australia

    4 publications · 562 citations

    4

    h-index

  4. SH
    Sung Hun Kim

    Catholic University of Korea, South Korea

    3 publications · 209 citations

    3

    h-index

  5. SW
    Shu Wu

    Chinese Academy of Sciences, China

    3 publications · 100 citations

    3

    h-index

1–5 of 346

Institutions

122

  1. The University of Queensland

    Brisbane, Australia

    6 h-index

    14 publications

    2.1K citations

  2. Tsinghua University

    Beijing, China

    5 h-index

    16 publications

    798 citations

  3. University of California San Diego

    San Diego, United States

    5 h-index

    10 publications

    7.1K citations

  4. Xi'an Jiaotong University

    Xi'an, China

    4 h-index

    14 publications

    627 citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    4 publications

    143 citations

  6. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    4 h-index

    7 publications

    461 citations

  7. University of Technology Sydney

    Sydney, Australia

    4 h-index

    6 publications

    413 citations

  8. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    4 h-index

    7 publications

    341 citations

1–8 of 122

Venues

  1. Information Processing & Management

    4 publications · 114 citations

    4

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 4 publications · 332 citations

    4

    h-index

  3. Neurocomputing

    3 publications · 185 citations

    3

    h-index

  4. 3

    h-index

  5. IEEE Transactions on Multimedia

    2 publications · 61 citations

    2

    h-index

1–5