FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2111749241> ?p ?o ?g. }

• W2111749241 endingPage "895" @default.
• W2111749241 startingPage "883" @default.
• W2111749241 abstract "Large-scale user contributed images with tags are easily available on photo sharing websites. However, the noisy or incomplete correspondence between the images and tags prohibits them from being leveraged for precise image retrieval and effective management. To tackle the problem of tag refinement, we propose a method of Ranking based Multi-correlation Tensor Factorization (RMTF), to jointly model the ternary relations among user, image, and tag, and further to precisely reconstruct the user-aware image-tag associations as a result. Since the user interest or background can be explored to eliminate the ambiguity of image tags, the proposed RMTF is believed to be superior to the traditional solutions, which only focus on the binary image-tag relations. During the model estimation, we employ a ranking based optimization scheme to interpret the tagging data, in which the pair-wise qualitative difference between positive and negative examples is used, instead of the point-wise 0/1 confidence. Specifically, the positive examples are directly decided by the observed user-image-tag interrelations, while the negative ones are collected with respect to the most semantically and contextually irrelevant tags. Extensive experiments on a benchmark Flickr dataset demonstrate the effectiveness of the proposed solution for tag refinement. We also show attractive performances on two potential applications as the by-products of the ternary relation analysis." @default.
• W2111749241 created "2016-06-24" @default.
• W2111749241 creator A5022636178 @default.
• W2111749241 creator A5023834030 @default.
• W2111749241 creator A5089784582 @default.
• W2111749241 date "2012-06-01" @default.
• W2111749241 modified "2023-09-27" @default.
• W2111749241 title "User-Aware Image Tag Refinement via Ternary Semantic Analysis" @default.
• W2111749241 cites W1943444950 @default.
• W2111749241 cites W1964810009 @default.
• W2111749241 cites W1979972308 @default.
• W2111749241 cites W1983291164 @default.
• W2111749241 cites W1985243543 @default.
• W2111749241 cites W1986691909 @default.
• W2111749241 cites W1988871282 @default.
• W2111749241 cites W2002598080 @default.
• W2111749241 cites W2007972815 @default.
• W2111749241 cites W2024165284 @default.
• W2111749241 cites W2053466245 @default.
• W2111749241 cites W2056088289 @default.
• W2111749241 cites W2089349245 @default.
• W2111749241 cites W2104252248 @default.
• W2111749241 cites W2119511382 @default.
• W2111749241 cites W2124490330 @default.
• W2111749241 cites W2129758682 @default.
• W2111749241 cites W2130852547 @default.
• W2111749241 cites W2133681766 @default.
• W2111749241 cites W2140862024 @default.
• W2111749241 cites W2141691531 @default.
• W2111749241 cites W2142200228 @default.
• W2111749241 cites W2148507357 @default.
• W2111749241 cites W2161343988 @default.
• W2111749241 cites W2170324535 @default.
• W2111749241 cites W2294281382 @default.
• W2111749241 cites W2913081710 @default.
• W2111749241 doi "https://doi.org/10.1109/tmm.2012.2188782" @default.
• W2111749241 hasPublicationYear "2012" @default.
• W2111749241 type Work @default.
• W2111749241 sameAs 2111749241 @default.
• W2111749241 citedByCount "106" @default.
• W2111749241 countsByYear W21117492412012 @default.
• W2111749241 countsByYear W21117492412013 @default.
• W2111749241 countsByYear W21117492412014 @default.
• W2111749241 countsByYear W21117492412015 @default.
• W2111749241 countsByYear W21117492412016 @default.
• W2111749241 countsByYear W21117492412017 @default.
• W2111749241 countsByYear W21117492412018 @default.
• W2111749241 countsByYear W21117492412019 @default.
• W2111749241 countsByYear W21117492412020 @default.
• W2111749241 countsByYear W21117492412021 @default.
• W2111749241 countsByYear W21117492412022 @default.
• W2111749241 crossrefType "journal-article" @default.
• W2111749241 hasAuthorship W2111749241A5022636178 @default.
• W2111749241 hasAuthorship W2111749241A5023834030 @default.
• W2111749241 hasAuthorship W2111749241A5089784582 @default.
• W2111749241 hasConcept C115961682 @default.
• W2111749241 hasConcept C120665830 @default.
• W2111749241 hasConcept C121332964 @default.
• W2111749241 hasConcept C124101348 @default.
• W2111749241 hasConcept C13280743 @default.
• W2111749241 hasConcept C154945302 @default.
• W2111749241 hasConcept C1667742 @default.
• W2111749241 hasConcept C185798385 @default.
• W2111749241 hasConcept C189430467 @default.
• W2111749241 hasConcept C192209626 @default.
• W2111749241 hasConcept C199360897 @default.
• W2111749241 hasConcept C205649164 @default.
• W2111749241 hasConcept C23123220 @default.
• W2111749241 hasConcept C2780522230 @default.
• W2111749241 hasConcept C41008148 @default.
• W2111749241 hasConceptScore W2111749241C115961682 @default.
• W2111749241 hasConceptScore W2111749241C120665830 @default.
• W2111749241 hasConceptScore W2111749241C121332964 @default.
• W2111749241 hasConceptScore W2111749241C124101348 @default.
• W2111749241 hasConceptScore W2111749241C13280743 @default.
• W2111749241 hasConceptScore W2111749241C154945302 @default.
• W2111749241 hasConceptScore W2111749241C1667742 @default.
• W2111749241 hasConceptScore W2111749241C185798385 @default.
• W2111749241 hasConceptScore W2111749241C189430467 @default.
• W2111749241 hasConceptScore W2111749241C192209626 @default.
• W2111749241 hasConceptScore W2111749241C199360897 @default.
• W2111749241 hasConceptScore W2111749241C205649164 @default.
• W2111749241 hasConceptScore W2111749241C23123220 @default.
• W2111749241 hasConceptScore W2111749241C2780522230 @default.
• W2111749241 hasConceptScore W2111749241C41008148 @default.
• W2111749241 hasIssue "3" @default.
• W2111749241 hasLocation W21117492411 @default.
• W2111749241 hasOpenAccess W2111749241 @default.
• W2111749241 hasPrimaryLocation W21117492411 @default.
• W2111749241 hasRelatedWork W153496934 @default.
• W2111749241 hasRelatedWork W1926504679 @default.
• W2111749241 hasRelatedWork W2000806578 @default.
• W2111749241 hasRelatedWork W2007020126 @default.
• W2111749241 hasRelatedWork W2027614354 @default.
• W2111749241 hasRelatedWork W2088097596 @default.
• W2111749241 hasRelatedWork W2108129356 @default.
• W2111749241 hasRelatedWork W2116552567 @default.
• W2111749241 hasRelatedWork W2297217129 @default.

• next