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    Graph learning· 2014

    DeepWalk: Online Learning of Social Representations

    Bryan Perozzi (first author) · 2014

    Read the original

    DOI 10.48550/arxiv.1403.6652arXiv 1403.6652OpenAlex W6948116018

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    Why it matters

    Transferred language-model embedding techniques to random walks on networks.

    Condensed from the expert lists' notes.

    The record

    First released
    2014 (from arXiv 1403.6652)
    Citations
    11,046 citations, as counted by Papers With Code (CC BY-SA 4.0)
    Awards
    KDD Test of Time
    Named by
    both expert lists
    Score
    0.706 · computed rank 63 · consensus 0.84, must-read 0, citations percentile 0.87 (2010s · graphs), awards 1, existing lists 0. Method

    Data sources

    Catalogue data from OpenAlex (CC0), Crossref (CC0 metadata; no abstracts are shown), arXiv, and Papers With Code (CC BY-SA 4.0). Each count names its source. See the method.