Matches in ScholarlyData for { <https://w3id.org/scholarlydata/inproceedings/www2012/paper/441> ?p ?o. }
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- 441 creator maksims-volkovs.
- 441 creator richard-zemel.
- 441 type InProceedings.
- 441 label "A Flexible Generative Model for Preference Aggregation".
- 441 sameAs 441.
- 441 abstract "Many settings, such as voting, meta-search aggregation, and information retrieval 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 state-of-the-art methods.".
- 441 hasAuthorList authorList.
- 441 isPartOf proceedings.
- 441 keyword "Collaborative filtering".
- 441 keyword "Meta search".
- 441 keyword "Preference aggregation".
- 441 title "A Flexible Generative Model for Preference Aggregation".