CoBaFi: collaborative bayesian filteringEI

    Cited by: 51|Bibtex|34|

    WWW, 2014.

    Keywords:
    collaborative filteringreal world ratings datareal world ratingreal world datasetsconvex ratings distributionview more (8+)

    Abstract:

    Given a large dataset of users' ratings of movies, what is the best model to accurately predict which movies a person will like? And how can we prevent spammers from tricking our algorithms into suggesting a bad movie? Is it possible to infer structure between movies simultaneously? In this paper we describe a unified Bayesian approach to...More
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