Concepedia

Knowledge Graph Explanations

Knowledge Graph Explanations is a recommendable item justification framework that leverages structured knowledge graphs to explicitly trace and articulate the semantic relationships and contextual reasoning paths between user preferences and item recommendations.

82

Publications

5.8K

Citations

291

Authors

126

Institutions

Publications per year

2017–2026

78

Parents

Publications

82

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

Reinforcement Knowledge Graph Reasoning for Explainable Recommendation

2019 · 426 citations · Full text

, , +16

Recurrent knowledge graph embedding for effective recommendation

Zhu Sun, Jie Yang, Jie Zhang et al. · 2018 · 371 citations

, , +15

Knowledge graphs as tools for explainable machine learning: A survey

Ilaria Tiddi, Stefan Schlobach · Artificial Intelligence · 2021 · 273 citations · Full text

, , +13

Jointly Learning Explainable Rules for Recommendation with Knowledge Graph

Weizhi Ma, Min Zhang, Yue Cao et al. · 2019 · 219 citations · Full text

, , +16

1–5 of 82

Authors

291

  1. GD
    Gerard de Melo

    Rutgers, The State University of New Jersey, United States

    3 publications · 183 citations

    3

    h-index

  2. CW
    Christian Weber

    University of Siegen, Germany

    3 publications · 94 citations

    3

    h-index

  3. PS
    Philip S. Yu

    University of Illinois Chicago, United States

    3 publications · 214 citations

    3

    h-index

  4. DS
    Daria Stepanova

    Max Planck Institute for Informatics, Germany

    3 publications · 94 citations

    3

    h-index

  5. MH
    Mohamed H. Gad-Elrab

    Max Planck Institute for Informatics, Germany

    3 publications · 94 citations

    3

    h-index

1–5 of 291

Institutions

126

  1. Chinese Academy of Sciences

    Beijing, China

    7 h-index

    18 publications

    1.1K citations

  2. Rutgers, The State University of New Jersey

    New Brunswick, United States

    5 h-index

    19 publications

    3.2K citations

  3. Alibaba Group (China)

    Hangzhou, China

    5 h-index

    13 publications

    1.3K citations

  4. University of Chinese Academy of Sciences

    Beijing, China

    5 h-index

    11 publications

    657 citations

  5. Tsinghua University

    Beijing, China

    4 h-index

    19 publications

    2K citations

  6. Vrije Universiteit Amsterdam

    Amsterdam, The Netherlands

    4 h-index

    6 publications

    678 citations

  7. University of Siegen

    Siegen, Germany

    3 h-index

    12 publications

    368 citations

  8. Max Planck Institute for Informatics

    Saarbrücken, Germany

    3 h-index

    5 publications

    174 citations

1–8 of 126

Venues

  1. arXiv (Cornell University)

    Repository · 10 publications · 278 citations

    10

    h-index

  2. Knowledge-Based Systems

    6 publications · 231 citations

    6

    h-index

  3. ACM Transactions on Information Systems

    4 publications · 232 citations

    4

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 4 publications · 950 citations

    3

    h-index

  5. Proceedings of the ACM Web Conference 2022

    Conference · 3 publications · 187 citations

    3

    h-index

1–5