Concepedia

Knowledge Graph Summarization

Knowledge Graph Summarization is a computational method that belongs to the class of knowledge graph abstraction techniques, distinguished by its purpose of generating a concise and meaningful representation of a knowledge graph by retaining salient entities, relations, and structural patterns while reducing redundancy and complexity.

28

Publications

1.2K

Citations

103

Authors

63

Institutions

Publications per year

2017–2026

21

Parents

Publications

28

SumGNN: multi-typed drug interaction prediction via efficient knowledge graph summarization

Yue Yu, Kexin Huang, Chao Zhang et al. · Bioinformatics · 2021 · 173 citations · Full text

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Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward

Luyang Huang, Lingfei Wu, Lu Wang · 2020 · 153 citations · Full text

, , +16

Semantic SPARQL similarity search over RDF knowledge graphs

Weiguo Zheng, Lei Zou, Wei Peng et al. · Proceedings of the VLDB Endowment · 2016 · 94 citations

, , +15

Mining Summaries for Knowledge Graph Search

Qi Song, Yinghui Wu, Peng Lin et al. · IEEE Transactions on Knowledge and Data Engineering · 2018 · 92 citations

, , +16

The notion of diversity in graphical entity summarisation on semantic knowledge graphs

Marcin Sydow, Mariusz Pikuła, Ralf Schenkel · Journal of Intelligent Information Systems · 2013 · 66 citations · Full text

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1–5 of 28

Authors

103

  1. GC
    Gong Cheng

    Nanjing University, China

    3 publications · 50 citations

    3

    h-index

  2. KG
    Kalpa Gunaratna

    Samsung (United States), United States

    2 publications · 35 citations

    2

    h-index

  3. IM
    Ioana Manolescu

    Institut national de recherche en sciences et technologies du numérique, France

    2 publications · 82 citations

    2

    h-index

  4. QS
    Qi Song

    Washington State University, United States

    2 publications · 118 citations

    2

    h-index

  5. AS
    Amit Sheth

    Wright State University, United States

    2 publications · 54 citations

    2

    h-index

1–5 of 103

Institutions

63

  1. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    11 publications

    382 citations

  2. Nanjing University

    Nanjing, China

    3 h-index

    5 publications

    78 citations

  3. École Nationale Supérieure de l'Électronique et de ses Applications

    Cergy, France

    2 h-index

    5 publications

    136 citations

  4. Université de Rennes

    Rennes, France

    2 h-index

    2 publications

    82 citations

  5. CY Cergy Paris Université

    Cergy-Pontoise, France

    2 h-index

    5 publications

    136 citations

  6. Laboratoire d'Informatique de l'École Polytechnique

    Palaiseau, France

    2 h-index

    4 publications

    164 citations

  7. Northeastern University

    Boston, United States

    2 h-index

    4 publications

    340 citations

  8. University of California, Santa Barbara

    Santa Barbara, United States

    2 h-index

    5 publications

    278 citations

1–8 of 63

Venues

  1. The VLDB Journal

    3 publications · 94 citations

    3

    h-index

  2. Proceedings of the VLDB Endowment

    PVLDB · 2 publications · 138 citations

    2

    h-index

  3. Journal of Intelligent Information Systems

    2 publications · 98 citations

    2

    h-index

  4. Semantic Web

    2 publications · 44 citations

    2

    h-index

  5. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 1 publications · 92 citations

    1

    h-index

1–5