the open
    research
    Contribute
    Back to the reading lists

    Search, retrieval & recommendation· 2007

    Probabilistic Matrix Factorization

    Andriy Mnih (first author) · 2007

    Read the original

    OpenAlex W2137245235

    On the reading lists

    Why it matters

    Established scalable probabilistic latent-factor models for sparse, large-scale rating prediction.

    Condensed from the expert lists' notes.

    The record

    First released
    2007 (from OpenAlex)
    Citations
    4,943 citations, as counted by Semantic Scholar logoSemantic Scholar (non-commercial licence)
    Named by
    both expert lists
    Score
    0.405 · computed rank 358 · consensus 0.33, must-read 0, citations percentile 0.875 (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), and Semantic Scholar logoSemantic Scholar (used under its non-commercial API licence). Each count names its source. See the method.