Concepedia

Knowledge Graph Recommendation

Knowledge Graph Recommendation is a recommendation method that leverages structured knowledge representations, in which entities and their semantic relationships are modeled as a graph, to enhance the accuracy and explainability of learning resource suggestions by exploiting relational reasoning over interconnected educational data.

197

Publications

13.9K

Citations

759

Authors

249

Institutions

Publications per year

2017–2026

190

Parents

Publications

197

KGAT

Xiang Wang, Xiangnan He, Yixin Cao et al. · 2019 · 2.1K citations · Full text

, , +16

RippleNet

2018 · 1.1K citations · Full text

, , +16

A Survey on Knowledge Graph-Based Recommender Systems

Qingyu Guo, Fuzhen Zhuang, Chuan Qin et al. · IEEE Transactions on Knowledge and Data Engineering · 2020 · 845 citations · Full text

, , +15

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

Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences

Yixin Cao, Xiang Wang, Xiangnan He et al. · 2019 · 637 citations · Full text

, , +15

1–5 of 197

Authors

759

  1. XX
    Xing Xie

    Microsoft Research Asia (China), China

    7 publications · 1.3K citations

    7

    h-index

  2. XW
    Xiang Wang

    National University of Singapore, Singapore

    6 publications · 3.6K citations

    6

    h-index

  3. ZF
    Zuohui Fu

    Rutgers, The State University of New Jersey, United States

    5 publications · 384 citations

    5

    h-index

  4. TC
    Tat‐Seng Chua

    National University of Singapore, Singapore

    5 publications · 3.6K citations

    5

    h-index

  5. YZ
    Yongfeng Zhang

    Rutgers, The State University of New Jersey, United States

    5 publications · 384 citations

    5

    h-index

1–5 of 759

Institutions

249

  1. University of Science and Technology of China

    Hefei, China

    11 h-index

    25 publications

    4.3K citations

  2. Chinese Academy of Sciences

    Beijing, China

    10 h-index

    19 publications

    3.4K citations

  3. Tsinghua University

    Beijing, China

    9 h-index

    27 publications

    2.4K citations

  4. University of Chinese Academy of Sciences

    Beijing, China

    9 h-index

    21 publications

    2.8K citations

  5. Shandong University

    Jinan, China

    8 h-index

    22 publications

    2.8K citations

  6. Microsoft Research Asia (China)

    Beijing, China

    8 h-index

    19 publications

    2.1K citations

  7. Renmin University of China

    Beijing, China

    7 h-index

    19 publications

    1.9K citations

  8. University of Electronic Science and Technology of China

    Chengdu, China

    6 h-index

    21 publications

    1.5K citations

1–8 of 249

Venues

  1. IEEE Access

    10 publications · 322 citations

    10

    h-index

  2. Expert Systems with Applications

    10 publications · 448 citations

    10

    h-index

  3. ACM Transactions on Information Systems

    8 publications · 484 citations

    8

    h-index

  4. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 9 publications · 1.2K citations

    8

    h-index

  5. arXiv (Cornell University)

    Repository · 7 publications · 174 citations

    7

    h-index

1–5