Concepedia

Knowledge Graph Mining

Knowledge Graph Mining is a computational methodology within graph mining that specifically focuses on extracting, inferring, and enriching structured knowledge from knowledge graphs by leveraging their semantic and relational characteristics to discover novel, meaningful patterns or facts.

204

Publications

10K

Citations

709

Authors

290

Institutions

Publications per year

2017–2026

166

Parents

Publications

204

Knowledge graph refinement: A survey of approaches and evaluation methods

Heiko Paulheim · Semantic Web · 2016 · 1.2K citations · Full text

, , +14

Computational Fact Checking from Knowledge Networks

Giovanni Luca Ciampaglia, Prashant Shiralkar, Luís M. Rocha et al. · PLoS ONE · 2015 · 498 citations · Full text

, , +16

KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning

Bill Yuchen Lin, Xinyue Chen, Jamin Chen et al. · 2019 · 479 citations · Full text

, , +16

Industry-scale Knowledge Graphs: Lessons and Challenges

Natasha Noy, Yuqing Gao, Anshu Jain et al. · Queue · 2019 · 258 citations · Full text

, , +13

Extracting Large-Scale Knowledge Bases from the Web

Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan et al. · 1999 · 237 citations

, , +16

1–5 of 204

Authors

709

  1. HP
    Heiko Paulheim

    University of Mannheim, Germany

    4 publications · 1.3K citations

    4

    h-index

  2. JP
    Jay Pujara

    University of Southern California, United States

    3 publications · 58 citations

    3

    h-index

  3. XL
    Xin Luna Dong

    Google (United States), United States

    3 publications · 103 citations

    3

    h-index

  4. JD
    Jens Dörpinghaus

    Fraunhofer Institute for Algorithms and Scientific Computing, Germany

    3 publications · 45 citations

    3

    h-index

  5. YW
    Yinghui Wu

    Washington State University, United States

    3 publications · 136 citations

    3

    h-index

1–5 of 709

Institutions

290

  1. Chinese Academy of Sciences

    Beijing, China

    10 h-index

    36 publications

    1.7K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    7 h-index

    25 publications

    1.2K citations

  3. Tsinghua University

    Beijing, China

    6 h-index

    6 publications

    536 citations

  4. University of Mannheim

    Mannheim, Germany

    5 h-index

    9 publications

    1.5K citations

  5. Harbin Institute of Technology

    Harbin, China

    5 h-index

    17 publications

    381 citations

  6. Renmin University of China

    Beijing, China

    5 h-index

    8 publications

    261 citations

  7. University of Southern California

    Los Angeles, United States

    4 h-index

    8 publications

    1.6K citations

  8. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    11 publications

    268 citations

1–8 of 290

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 7 publications · 662 citations

    7

    h-index

  2. arXiv (Cornell University)

    Repository · 6 publications · 123 citations

    6

    h-index

  3. Expert Systems with Applications

    5 publications · 190 citations

    5

    h-index

  4. Knowledge-Based Systems

    4 publications · 252 citations

    5

    h-index

  5. IEEE Access

    4 publications · 187 citations

    4

    h-index

1–5