FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2079632420> ?p ?o ?g. }

• W2079632420 endingPage "19" @default.
• W2079632420 startingPage "1" @default.
• W2079632420 abstract "In recent years, different proposals have been made to exploit Social Web tagging information to build more effective recommender systems. The tagging data, for example, were used to identify similar users or were viewed as additional information about the recommendable items. Recent research has indicated that “attaching feelings to tags” is experienced by users as a valuable means to express which features of an item they particularly like or dislike. When following such an approach, users would therefore not only add tags to an item as in usual Web 2.0 applications, but also attach a preference ( affect ) to the tag itself, expressing, for example, whether or not they liked a certain actor in a given movie. In this work, we show how this additional preference data can be exploited by a recommender system to make more accurate predictions. In contrast to previous work, which also relied on so-called tag preferences to enhance the predictive accuracy of recommender systems, we argue that tag preferences should be considered in the context of an item. We therefore propose new schemes to infer and exploit context-specific tag preferences in the recommendation process. An evaluation on two different datasets reveals that our approach is capable of providing more accurate recommendations than previous tag-based recommender algorithms and recent tag-agnostic matrix factorization techniques." @default.
• W2079632420 created "2016-06-24" @default.
• W2079632420 creator A5005545405 @default.
• W2079632420 creator A5032286375 @default.
• W2079632420 date "2013-01-01" @default.
• W2079632420 modified "2023-10-06" @default.
• W2079632420 title "Improving recommendation accuracy based on item-specific tag preferences" @default.
• W2079632420 cites W1412447802 @default.
• W2079632420 cites W1549014378 @default.
• W2079632420 cites W1974848861 @default.
• W2079632420 cites W1978453817 @default.
• W2079632420 cites W1980122825 @default.
• W2079632420 cites W1982895893 @default.
• W2079632420 cites W1988139567 @default.
• W2079632420 cites W2020791669 @default.
• W2079632420 cites W2026010978 @default.
• W2079632420 cites W2026969803 @default.
• W2079632420 cites W2044829151 @default.
• W2079632420 cites W2047707468 @default.
• W2079632420 cites W2070714069 @default.
• W2079632420 cites W2078021145 @default.
• W2079632420 cites W2079855258 @default.
• W2079632420 cites W2084127140 @default.
• W2079632420 cites W2101751766 @default.
• W2079632420 cites W2114281505 @default.
• W2079632420 cites W2127480961 @default.
• W2079632420 cites W2150449434 @default.
• W2079632420 cites W2153635508 @default.
• W2079632420 cites W2157628642 @default.
• W2079632420 doi "https://doi.org/10.1145/2414425.2414436" @default.
• W2079632420 hasPublicationYear "2013" @default.
• W2079632420 type Work @default.
• W2079632420 sameAs 2079632420 @default.
• W2079632420 citedByCount "36" @default.
• W2079632420 countsByYear W20796324202012 @default.
• W2079632420 countsByYear W20796324202014 @default.
• W2079632420 countsByYear W20796324202015 @default.
• W2079632420 countsByYear W20796324202016 @default.
• W2079632420 countsByYear W20796324202017 @default.
• W2079632420 countsByYear W20796324202018 @default.
• W2079632420 countsByYear W20796324202019 @default.
• W2079632420 countsByYear W20796324202020 @default.
• W2079632420 countsByYear W20796324202021 @default.
• W2079632420 countsByYear W20796324202022 @default.
• W2079632420 countsByYear W20796324202023 @default.
• W2079632420 crossrefType "journal-article" @default.
• W2079632420 hasAuthorship W2079632420A5005545405 @default.
• W2079632420 hasAuthorship W2079632420A5032286375 @default.
• W2079632420 hasConcept C111919701 @default.
• W2079632420 hasConcept C121332964 @default.
• W2079632420 hasConcept C136764020 @default.
• W2079632420 hasConcept C151730666 @default.
• W2079632420 hasConcept C154945302 @default.
• W2079632420 hasConcept C158693339 @default.
• W2079632420 hasConcept C162324750 @default.
• W2079632420 hasConcept C165696696 @default.
• W2079632420 hasConcept C175444787 @default.
• W2079632420 hasConcept C23123220 @default.
• W2079632420 hasConcept C2779343474 @default.
• W2079632420 hasConcept C2781249084 @default.
• W2079632420 hasConcept C38652104 @default.
• W2079632420 hasConcept C41008148 @default.
• W2079632420 hasConcept C42355184 @default.
• W2079632420 hasConcept C557471498 @default.
• W2079632420 hasConcept C62520636 @default.
• W2079632420 hasConcept C86803240 @default.
• W2079632420 hasConcept C98045186 @default.
• W2079632420 hasConceptScore W2079632420C111919701 @default.
• W2079632420 hasConceptScore W2079632420C121332964 @default.
• W2079632420 hasConceptScore W2079632420C136764020 @default.
• W2079632420 hasConceptScore W2079632420C151730666 @default.
• W2079632420 hasConceptScore W2079632420C154945302 @default.
• W2079632420 hasConceptScore W2079632420C158693339 @default.
• W2079632420 hasConceptScore W2079632420C162324750 @default.
• W2079632420 hasConceptScore W2079632420C165696696 @default.
• W2079632420 hasConceptScore W2079632420C175444787 @default.
• W2079632420 hasConceptScore W2079632420C23123220 @default.
• W2079632420 hasConceptScore W2079632420C2779343474 @default.
• W2079632420 hasConceptScore W2079632420C2781249084 @default.
• W2079632420 hasConceptScore W2079632420C38652104 @default.
• W2079632420 hasConceptScore W2079632420C41008148 @default.
• W2079632420 hasConceptScore W2079632420C42355184 @default.
• W2079632420 hasConceptScore W2079632420C557471498 @default.
• W2079632420 hasConceptScore W2079632420C62520636 @default.
• W2079632420 hasConceptScore W2079632420C86803240 @default.
• W2079632420 hasConceptScore W2079632420C98045186 @default.
• W2079632420 hasIssue "1" @default.
• W2079632420 hasLocation W20796324201 @default.
• W2079632420 hasOpenAccess W2079632420 @default.
• W2079632420 hasPrimaryLocation W20796324201 @default.
• W2079632420 hasRelatedWork W144387705 @default.
• W2079632420 hasRelatedWork W1972578091 @default.
• W2079632420 hasRelatedWork W2164136269 @default.
• W2079632420 hasRelatedWork W2598995743 @default.
• W2079632420 hasRelatedWork W2788872664 @default.
• W2079632420 hasRelatedWork W2883883483 @default.
• W2079632420 hasRelatedWork W3000241359 @default.
• W2079632420 hasRelatedWork W3213449325 @default.

• next