Matches in SemOpenAlex for { <https://semopenalex.org/work/W2470877400> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W2470877400 abstract "To increase transparency and interactive control in Recommender Systems, we extended the Matrix Factorization technique widely used in Collaborative Filtering by learning an integrated model of user-generated tags and latent factors derived from user ratings. Our approach enables users to manipulate their preference profile expressed implicitly in the (intransparent) factor space through explicitly presented tags. Furthermore, it seems helpful in cold-start situations since user preferences can be elicited via meaningful tags instead of ratings. We evaluate this approach and present a user study that to our knowledge is the most extensive empirical study of tag-enhanced recommending to date. Among other findings, we obtained promising results in terms of recommendation quality and perceived transparency, as well as regarding user experience, which we analyzed by Structural Equation Modeling." @default.
- W2470877400 created "2016-07-22" @default.
- W2470877400 creator A5040353606 @default.
- W2470877400 creator A5040857226 @default.
- W2470877400 creator A5057683199 @default.
- W2470877400 date "2016-07-13" @default.
- W2470877400 modified "2023-09-25" @default.
- W2470877400 title "Tag-Enhanced Collaborative Filtering for Increasing Transparency and Interactive Control" @default.
- W2470877400 cites W1967812664 @default.
- W2470877400 cites W1974134238 @default.
- W2470877400 cites W1992190317 @default.
- W2470877400 cites W1997076302 @default.
- W2470877400 cites W2004557467 @default.
- W2470877400 cites W2030385985 @default.
- W2470877400 cites W2035953455 @default.
- W2470877400 cites W2044277341 @default.
- W2470877400 cites W2050113838 @default.
- W2470877400 cites W2054141820 @default.
- W2470877400 cites W2058990114 @default.
- W2470877400 cites W2061047349 @default.
- W2470877400 cites W2061873838 @default.
- W2470877400 cites W2101019781 @default.
- W2470877400 cites W2102937240 @default.
- W2470877400 cites W2108684000 @default.
- W2470877400 cites W2112856797 @default.
- W2470877400 cites W2138216384 @default.
- W2470877400 cites W2150449434 @default.
- W2470877400 cites W2153900280 @default.
- W2470877400 cites W2161641315 @default.
- W2470877400 cites W2162111811 @default.
- W2470877400 cites W2164232018 @default.
- W2470877400 cites W2223495811 @default.
- W2470877400 cites W95067517 @default.
- W2470877400 doi "https://doi.org/10.1145/2930238.2930287" @default.
- W2470877400 hasPublicationYear "2016" @default.
- W2470877400 type Work @default.
- W2470877400 sameAs 2470877400 @default.
- W2470877400 citedByCount "8" @default.
- W2470877400 countsByYear W24708774002016 @default.
- W2470877400 countsByYear W24708774002017 @default.
- W2470877400 countsByYear W24708774002018 @default.
- W2470877400 countsByYear W24708774002019 @default.
- W2470877400 countsByYear W24708774002020 @default.
- W2470877400 crossrefType "proceedings-article" @default.
- W2470877400 hasAuthorship W2470877400A5040353606 @default.
- W2470877400 hasAuthorship W2470877400A5040857226 @default.
- W2470877400 hasAuthorship W2470877400A5057683199 @default.
- W2470877400 hasConcept C107457646 @default.
- W2470877400 hasConcept C136764020 @default.
- W2470877400 hasConcept C154945302 @default.
- W2470877400 hasConcept C21569690 @default.
- W2470877400 hasConcept C2775924081 @default.
- W2470877400 hasConcept C2780233690 @default.
- W2470877400 hasConcept C38652104 @default.
- W2470877400 hasConcept C41008148 @default.
- W2470877400 hasConcept C49774154 @default.
- W2470877400 hasConcept C557471498 @default.
- W2470877400 hasConceptScore W2470877400C107457646 @default.
- W2470877400 hasConceptScore W2470877400C136764020 @default.
- W2470877400 hasConceptScore W2470877400C154945302 @default.
- W2470877400 hasConceptScore W2470877400C21569690 @default.
- W2470877400 hasConceptScore W2470877400C2775924081 @default.
- W2470877400 hasConceptScore W2470877400C2780233690 @default.
- W2470877400 hasConceptScore W2470877400C38652104 @default.
- W2470877400 hasConceptScore W2470877400C41008148 @default.
- W2470877400 hasConceptScore W2470877400C49774154 @default.
- W2470877400 hasConceptScore W2470877400C557471498 @default.
- W2470877400 hasLocation W24708774001 @default.
- W2470877400 hasOpenAccess W2470877400 @default.
- W2470877400 hasPrimaryLocation W24708774001 @default.
- W2470877400 hasRelatedWork W1497071005 @default.
- W2470877400 hasRelatedWork W1773619406 @default.
- W2470877400 hasRelatedWork W2348159088 @default.
- W2470877400 hasRelatedWork W2355862304 @default.
- W2470877400 hasRelatedWork W2356507104 @default.
- W2470877400 hasRelatedWork W2363664336 @default.
- W2470877400 hasRelatedWork W2369194530 @default.
- W2470877400 hasRelatedWork W2377968345 @default.
- W2470877400 hasRelatedWork W2381935838 @default.
- W2470877400 hasRelatedWork W2383886042 @default.
- W2470877400 isParatext "false" @default.
- W2470877400 isRetracted "false" @default.
- W2470877400 magId "2470877400" @default.
- W2470877400 workType "article" @default.