Search results for "Pairwise comparison"

showing 2 items of 82 documents

Listwise Collaborative Filtering

2015

Recently, ranking-oriented collaborative filtering (CF) algorithms have achieved great success in recommender systems. They obtained state-of-the-art performances by estimating a preference ranking of items for each user rather than estimating the absolute ratings on unrated items (as conventional rating-oriented CF algorithms do). In this paper, we propose a new ranking-oriented CF algorithm, called ListCF. Following the memory-based CF framework, ListCF directly predicts a total order of items for each user based on similar users' probability distributions over permutations of the items, and thus differs from previous ranking-oriented memory-based CF algorithms that focus on predicting th…

ta113business.industryComputer scienceRecommender systemMachine learningcomputer.software_genreRankingcollaborative filteringBenchmark (computing)Collaborative filteringProbability distributionPairwise comparisonData miningArtificial intelligencerecommender systemsbusinessFocus (optics)computerranking-oriented collaborative filtering
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Automatic evaluation of information provider reliability and expertise

2013

Published version of an article in the journal: World Wide Web. Also available from the publisher at: http://dx.doi.org/10.1007/s11280-013-0249-x Q&A social media have gained a lot of attention during the recent years. People rely on these sites to obtain information due to a number of advantages they offer as compared to conventional sources of knowledge (e.g., asynchronous and convenient access). However, for the same question one may find highly contradicting answers, causing an ambiguity with respect to the correct information. This can be attributed to the presence of unreliable and/or non-expert users. These two attributes (reliability and expertise) significantly affect the quality o…

user expertiseDistributed databaseComputer Networks and Communicationsbusiness.industryComputer scienceAggregate (data warehouse)Behavior changeCognitionMachine learningcomputer.software_genrePeer reviewuser reliabilityVDP::Mathematics and natural science: 400::Information and communication science: 420Hardware and ArchitectureOrder (business)Q&A social networksPairwise comparisonArtificial intelligencebusinessSubjective logicSet (psychology)computerSoftwareReliability (statistics)subjective logic
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