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    Search, retrieval & recommendation· 2008

    Collaborative Filtering for Implicit Feedback Datasets

    Yifan Hu (first author) · 2008

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    DOI 10.1109/icdm.2008.22OpenAlex W2101409192

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    Why it matters

    Established confidence-weighted matrix factorization for clicks, views, and other implicit behaviors.

    Condensed from the expert lists' notes.

    The record

    First released
    2008 (from OpenAlex)
    Citations
    3,249 citations, as counted by OpenAlex (CC0)
    Named by
    both expert lists
    Score
    0.523 · computed rank 211 · consensus 0.8, must-read 0.5, citations percentile 0.667 (2000s · 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.