Concepedia

Session Representation Learning

Session Representation Learning is a computational framework within session-based recommendation that models user behavior sequences as variable-length sessions and captures their latent structural patterns to generate concise, fixed-dimensional vector representations distinguishing it from broader user modeling approaches by focusing solely on anonymous, short-term interaction sequences without relying on persistent user identities.

160

Publications

12.1K

Citations

559

Authors

202

Institutions

Publications per year

2017–2026

154

Parents

Publications

160

Neural Attentive Session-based Recommendation

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

, , +11

Session-Based Recommendation with Graph Neural Networks

Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 1.5K citations · Full text

, , +8

A Simple Convolutional Generative Network for Next Item Recommendation

Fajie Yuan, Alexandros Karatzoglou, Ioannis Arapakis et al. · 2019 · 625 citations · Full text

, , +12

Graph Contextualized Self-Attention Network for Session-based Recommendation

Chengfeng Xu, Pengpeng Zhao, Yanchi Liu et al. · 2019 · 624 citations · Full text

, , +15

Personalizing Session-based Recommendations with Hierarchical Recurrent Neural Networks

2017 · 571 citations · Full text

, , +13

1–5 of 160

Authors

559

  1. HC
    Honghui Chen

    National University of Defense Technology, China

    6 publications · 308 citations

    6

    h-index

  2. HY
    Hongzhi Yin

    The University of Queensland, Australia

    5 publications · 933 citations

    5

    h-index

  3. ZC
    Zhumin Chen

    Shandong University, China

    4 publications · 1.8K citations

    4

    h-index

  4. MD
    Maarten de Rijke

    University of Amsterdam, Netherlands

    4 publications · 528 citations

    4

    h-index

  5. ZP
    Zhiqiang Pan

    National University of Defense Technology, China

    4 publications · 317 citations

    4

    h-index

1–5 of 559

Institutions

202

  1. The University of Queensland

    Brisbane, Australia

    8 h-index

    23 publications

    5K citations

  2. Tencent (China)

    Shenzhen, China

    7 h-index

    17 publications

    1.4K citations

  3. National University of Defense Technology

    Changsha, China

    7 h-index

    25 publications

    1.4K citations

  4. University of Electronic Science and Technology of China

    Chengdu, China

    7 h-index

    16 publications

    838 citations

  5. Institute of Computing Technology

    Beijing, China

    6 h-index

    12 publications

    1.5K citations

  6. Shandong University

    Jinan, China

    6 h-index

    14 publications

    9.1K citations

  7. Macquarie University

    Sydney, Australia

    6 h-index

    15 publications

    418 citations

  8. Alibaba Group (China)

    Hangzhou, China

    5 h-index

    18 publications

    2.9K citations

1–8 of 202

Venues

  1. Neurocomputing

    12 publications · 345 citations

    12

    h-index

  2. Knowledge-Based Systems

    10 publications · 292 citations

    10

    h-index

  3. arXiv (Cornell University)

    Repository · 8 publications · 199 citations

    8

    h-index

  4. Expert Systems with Applications

    7 publications · 219 citations

    7

    h-index

  5. IEEE Access

    7 publications · 123 citations

    7

    h-index

1–5