Concepedia

Graph-based Sequential Recommendation

Graph-Based Sequential Recommendation is a sequential recommendation framework that models user-item interactions and item transitions as a graph structure to capture complex, high-order dependencies and semantic relations among items for more accurate next-item prediction.

43

Publications

2.3K

Citations

180

Authors

77

Institutions

Publications per year

2017–2026

42

Parents

Publications

43

Next-item Recommendation with Sequential Hypergraphs

Jianling Wang, Kaize Ding, Liangjie Hong et al. · 2020 · 281 citations

, , +14

Dynamic Graph Neural Networks for Sequential Recommendation

Mengqi Zhang, Shu Wu, Xueli Yu et al. · IEEE Transactions on Knowledge and Data Engineering · 2022 · 204 citations

, , +13

Graph-Flashback Network for Next Location Recommendation

Xuan Rao, Lisi Chen, Yong Liu et al. · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 144 citations

, , +16

Unified Point-of-Interest Recommendation with Temporal Interval Assessment

Yanchi Liu, Chuanren Liu, Bin Liu et al. · 2016 · 124 citations

, , +12

DA-GCN: A Domain-aware Attentive Graph Convolution Network for Shared-account Cross-domain Sequential Recommendation

Lei Guo, Li Tang, Tong Chen et al. · 2021 · 105 citations · Full text

, , +16

1–5 of 43

Authors

180

  1. YL
    Yong Liu

    Nanyang Technological University, Singapore

    4 publications · 273 citations

    4

    h-index

  2. LG
    Lei Guo

    Shandong Normal University, China

    3 publications · 175 citations

    3

    h-index

  3. LZ
    Lei Zhu

    Shandong Normal University, China

    3 publications · 175 citations

    3

    h-index

  4. TC
    Tong Chen

    The University of Queensland, Australia

    3 publications · 175 citations

    3

    h-index

  5. HY
    Hongzhi Yin

    The University of Queensland, Australia

    3 publications · 175 citations

    3

    h-index

1–5 of 180

Institutions

77

  1. Tsinghua University

    Beijing, China

    4 h-index

    8 publications

    244 citations

  2. Shandong University

    Jinan, China

    3 h-index

    11 publications

    703 citations

  3. Shanghai Jiao Tong University

    Shanghai, China

    3 h-index

    6 publications

    502 citations

  4. Shandong Normal University

    Jinan, China

    3 h-index

    10 publications

    580 citations

  5. The University of Queensland

    Brisbane, Australia

    3 h-index

    6 publications

    350 citations

  6. Tencent (China)

    Shenzhen, China

    3 h-index

    11 publications

    365 citations

  7. Griffith University

    Brisbane, Australia

    3 h-index

    4 publications

    184 citations

  8. East China Normal University

    Shanghai, China

    3 h-index

    6 publications

    190 citations

1–8 of 77

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 3 publications · 333 citations

    3

    h-index

  2. ACM Transactions on Information Systems

    5 publications · 147 citations

    3

    h-index

  3. Information Processing & Management

    3 publications · 112 citations

    3

    h-index

  4. World Wide Web

    2 publications · 93 citations

    2

    h-index

  5. 1

    h-index

1–5