Concepedia

Knowledge-aware Recommendation

Knowledge-Aware Recommendation is a recommendation framework that incorporates structured knowledge graphs to enhance recommendation accuracy by exploiting semantic relationships and auxiliary information beyond user-item interactions.

495

Publications

26.2K

Citations

1.8K

Authors

524

Institutions

Publications per year

2017–2026

388

Variants

Knowledge Graph-based RecommendationKnowledge Graph-enhanced Recommendation

Parents

Publications

495

Collaborative Knowledge Base Embedding for Recommender Systems

Fuzheng Zhang, Nicholas Jing Yuan, Defu Lian et al. · 2016 · 1.8K citations

, , +9

DKN

Hongwei Wang, Fuzheng Zhang, Xing Xie et al. · 2018 · 1K citations · Full text

, , +16

Knowledge-based recommender systems

Robin Burke · 2000 · 756 citations

, , +14

Explainable Reasoning over Knowledge Graphs for Recommendation

Xiang Wang, Dingxian Wang, Canran Xu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 735 citations · Full text

, , +15

Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems

Hongwei Wang, Fuzheng Zhang, Mengdi Zhang et al. · 2019 · 644 citations

, , +14

1–5 of 495

Authors

1.8K

  1. AF
    Alexander Felfernig

    Graz University of Technology, Austria

    11 publications · 665 citations

    11

    h-index

  2. WX
    Wayne Xin Zhao

    Renmin University of China, China

    9 publications · 978 citations

    9

    h-index

  3. CH
    Chao Huang

    University of Hong Kong, Hong Kong SAR China

    9 publications · 1.5K citations

    9

    h-index

  4. LX
    Lianghao Xia

    University of Hong Kong, Hong Kong SAR China

    8 publications · 1.4K citations

    8

    h-index

  5. XX
    Xing Xie

    Microsoft Research Asia (China), China

    8 publications · 3.3K citations

    8

    h-index

1–5 of 1.8K

Institutions

524

  1. Tsinghua University

    Beijing, China

    14 h-index

    16 publications

    1.5K citations

  2. Chinese Academy of Sciences

    Beijing, China

    13 h-index

    15 publications

    727 citations

  3. Renmin University of China

    Beijing, China

    11 h-index

    12 publications

    1.3K citations

  4. Shanghai Jiao Tong University

    Shanghai, China

    11 h-index

    13 publications

    2K citations

  5. University of Science and Technology of China

    Hefei, China

    11 h-index

    11 publications

    674 citations

  6. Zhejiang University

    Hangzhou, China

    11 h-index

    11 publications

    416 citations

  7. University of Klagenfurt

    Klagenfurt, Austria

    11 h-index

    11 publications

    657 citations

  8. Microsoft Research Asia (China)

    Beijing, China

    11 h-index

    12 publications

    3.5K citations

1–8 of 524

Venues

  1. Expert Systems with Applications

    32 publications · 1.4K citations

    19

    h-index

  2. Knowledge-Based Systems

    32 publications · 1.2K citations

    19

    h-index

  3. arXiv (Cornell University)

    Repository · 15 publications · 543 citations

    12

    h-index

  4. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 14 publications · 703 citations

    12

    h-index

  5. Information Sciences

    13 publications · 468 citations

    11

    h-index

1–5