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    Search, retrieval & recommendation· 2004

    Evaluating Collaborative Filtering Recommender Systems

    Jonathan Herlocker (first author) · 2004

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    DOI 10.1145/963770.963772OpenAlex W1971040550

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    Why it matters

    Standard evaluation methodology for recommender systems.

    Condensed from the expert lists' notes.

    The record

    First released
    2004 (from Crossref)
    Citations
    5,798 citations, as counted by OpenAlex (CC0)
    Named by
    the grok list only
    Score
    0.384 · computed rank 397 · consensus 0.21, must-read 0, citations percentile 0.917 (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.