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    Search, retrieval & recommendation· 2017

    Neural Collaborative Filtering

    Xiangnan He (first author) · 2017

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    arXiv 1708.05031OpenAlex W2605350416

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    Why it matters

    Popularized neural user-item interaction modeling beyond conventional matrix-factorization dot products.

    Condensed from the expert lists' notes.

    The record

    First released
    2017 (from arXiv 1708.05031)
    Citations
    7,434 citations, as counted by Papers With Code (CC BY-SA 4.0)
    Named by
    both expert lists
    Score
    0.592 · computed rank 157 · consensus 0.64, must-read 0.5, citations percentile 1 (2010s · retrieval), awards 0, 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.