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• W2051275384 abstract "Many areas of study, such as information retrieval, collaborative filtering, and social choice face the preference aggregation problem, in which multiple preferences over objects must be combined into a consensus ranking. Preferences over items can be expressed in a variety of forms, which makes the aggregation problem difficult. In this work we formulate a flexible probabilistic model over pairwise comparisons that can accommodate all these forms. Inference in the model is very fast, making it applicable to problems with hundreds of thousands of preferences. Experiments on benchmark datasets demonstrate superior performance to existing methods" @default.
• W2051275384 created "2016-06-24" @default.
• W2051275384 creator A5000111344 @default.
• W2051275384 creator A5027341076 @default.
• W2051275384 date "2012-04-16" @default.
• W2051275384 modified "2023-09-25" @default.
• W2051275384 title "A flexible generative model for preference aggregation" @default.
• W2051275384 cites W1988686126 @default.
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• W2051275384 doi "https://doi.org/10.1145/2187836.2187902" @default.
• W2051275384 hasPublicationYear "2012" @default.
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