Concepedia

Link Prediction

Link Prediction is a graph analytical task that, within the context of networked data, involves inferring the existence of missing or future edges between nodes based on the observed topology and attributes of the network.

2K

Publications

153.4K

Citations

5.4K

Authors

1.3K

Institutions

Publications per year

2017–2026

1.4K

Parents

Publications

2K

Translating embeddings for modeling multi-relational data

Antoine Bordes, Nicolas Usunier, Jason Weston et al. · 2015 · 5.2K citations · Full text

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LINE

2015 · 4.7K citations · Full text

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Learning Entity and Relation Embeddings for Knowledge Graph Completion

Yankai Lin, Zhiyuan Liu, Maosong Sun et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2015 · 3.6K citations · Full text

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The link‐prediction problem for social networks

David Liben‐Nowell, Jon Kleinberg · Journal of the American Society for Information Science and Technology · 2007 · 3K citations

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Link prediction in complex networks: A survey

Linyuan Lü, Tao Zhou · Physica A Statistical Mechanics and its Applications · 2010 · 2.8K citations · Full text

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1–5 of 2K

Authors

5.4K

  1. TZ
    Tao Zhou

    University of Electronic Science and Technology of China, China

    22 publications · 7.2K citations

    20

    h-index

  2. NV
    Nitesh V. Chawla

    University of Notre Dame, United States

    23 publications · 4K citations

    19

    h-index

  3. PS
    Philip S. Yu

    University of Illinois Chicago, United States

    28 publications · 1.7K citations

    18

    h-index

  4. JT
    Jiliang Tang

    Michigan State University, United States

    18 publications · 2.2K citations

    16

    h-index

  5. CC
    Charų C. Aggarwal

    IBM (United States), United States

    14 publications · 1.7K citations

    14

    h-index

1–5 of 5.4K

Institutions

1.3K

  1. Tsinghua University

    Beijing, China

    36 h-index

    148 publications

    25K citations

  2. Chinese Academy of Sciences

    Beijing, China

    29 h-index

    175 publications

    13K citations

  3. University of Electronic Science and Technology of China

    Chengdu, China

    27 h-index

    93 publications

    12.1K citations

  4. University of Illinois Urbana-Champaign

    Urbana, United States

    23 h-index

    72 publications

    9.6K citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    23 h-index

    88 publications

    4.9K citations

  6. Beijing University of Posts and Telecommunications

    Beijing, China

    23 h-index

    86 publications

    3.2K citations

  7. University of Notre Dame

    Notre Dame, United States

    22 h-index

    64 publications

    11.4K citations

  8. Zhejiang University

    Hangzhou, China

    21 h-index

    90 publications

    7.7K citations

1–8 of 1.3K

Venues

  1. arXiv (Cornell University)

    Repository · 218 publications · 16.4K citations

    53

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 68 publications · 11.4K citations

    36

    h-index

  3. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 54 publications · 5.2K citations

    33

    h-index

  4. 32

    h-index

  5. Scientific Reports

    38 publications · 1.7K citations

    24

    h-index

1–5