Concepedia

Context-aware Sequential Recommendation

Context-Aware Sequential Recommendation is a sequential recommendation approach that incorporates situational, environmental, or user-state information—such as time, location, device, or social context—into the modeling of user behavior sequences to improve the accuracy and personalization of next-item predictions.

40

Publications

2.8K

Citations

149

Authors

75

Institutions

Publications per year

2017–2026

35

Parents

Publications

40

Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation

Pengpeng Zhao, Yanchi Liu, Jiajie Xu et al. · IEEE Transactions on Knowledge and Data Engineering · 2020 · 334 citations

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Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation

Pengpeng Zhao, Haifeng Zhu, Yanchi Liu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 285 citations · Full text

, , +14

An Attention-Based Spatiotemporal LSTM Network for Next POI Recommendation

Liwei Huang, Yutao Ma, Shibo Wang et al. · IEEE Transactions on Services Computing · 2019 · 211 citations

, , +14

Context-Aware Sequential Recommendation

Qiang Liu, Shu Wu, Diyi Wang et al. · 2016 · 189 citations

, , +16

A hybrid recommender system for e-learning based on context awareness and sequential pattern mining

John K. Tarus, Zhendong Niu, Dorothy Kalui · Soft Computing · 2017 · 165 citations

, , +16

1–5 of 40

Authors

149

  1. LW
    Liang Wang

    Chinese Academy of Sciences, China

    3 publications · 272 citations

    3

    h-index

  2. SW
    Shu Wu

    Chinese Academy of Sciences, China

    3 publications · 272 citations

    3

    h-index

  3. VS
    Victor S. Sheng

    Texas Tech University, United States

    2 publications · 619 citations

    2

    h-index

  4. YL
    Yanchi Liu

    Rutgers, The State University of New Jersey, United States

    2 publications · 619 citations

    2

    h-index

  5. QL
    Qiang Liu

    National University of Defense Technology, China

    2 publications · 212 citations

    2

    h-index

1–5 of 149

Institutions

75

  1. Wuhan University

    Wuhan, China

    3 h-index

    8 publications

    363 citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    3 h-index

    10 publications

    710 citations

  3. Nanyang Technological University

    Singapore, Singapore

    3 h-index

    8 publications

    470 citations

  4. Renmin University of China

    Beijing, China

    3 h-index

    10 publications

    965 citations

  5. Beijing Institute of Technology

    Beijing, China

    2 h-index

    3 publications

    366 citations

  6. The University of Queensland

    Brisbane, Australia

    2 h-index

    2 publications

    619 citations

  7. Islamic Azad University Central Tehran Branch

    Tehran, Iran

    2 h-index

    2 publications

    114 citations

  8. University of Electronic Science and Technology of China

    Chengdu, China

    2 h-index

    8 publications

    416 citations

1–8 of 75

Venues

  1. Information Sciences

    4 publications · 221 citations

    4

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 3 publications · 372 citations

    3

    h-index

  3. 2

    h-index

  4. 1

    h-index

  5. IEEE Access

    1 publications · 16 citations

    1

    h-index

1–5