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    Search, retrieval & recommendation· 1998

    Empirical Analysis of Predictive Algorithms for Collaborative Filtering

    John S. Breese (first author) · 1998

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    arXiv 1301.7363OpenAlex W2110325612

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    Why it matters

    Established systematic comparisons of neighborhood, correlation, and probabilistic collaborative-filtering algorithms.

    Condensed from the expert lists' notes.

    The record

    First released
    1998 (from oracle lists)
    Citations
    6,004 citations, as counted by Semantic Scholar logoSemantic Scholar (non-commercial licence)
    Named by
    both expert lists
    Score
    0.397 · computed rank 371 · consensus 0.39, must-read 0, citations percentile 0.8 (1990s · 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), and Semantic Scholar logoSemantic Scholar (used under its non-commercial API licence). Each count names its source. See the method.