CoBaFi: collaborative bayesian filtering

    WWW, 2014.

    Cited by: 51|Bibtex|Views66|Links
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    Keywords:
    collaborative filteringreal world ratings datareal world ratingreal world datasetsconvex ratings distributionMore(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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