MAP-based image tag recommendation using a visual folksonomy

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dc.contributor.authorLee, Si-Hyoungko
dc.contributor.authorDe Neve, Wesleyko
dc.contributor.authorPlataniotis, Konstantinos N.ko
dc.contributor.authorRo, Yong-Manko
dc.date.accessioned2013-03-12T00:53:26Z-
dc.date.available2013-03-12T00:53:26Z-
dc.date.created2012-02-06-
dc.date.created2012-02-06-
dc.date.issued2010-07-
dc.identifier.citationPATTERN RECOGNITION LETTERS, v.31, no.9, pp.976 - 982-
dc.identifier.issn0167-8655-
dc.identifier.urihttp://hdl.handle.net/10203/100880-
dc.description.abstractDescriptive tags are needed to enable efficient and effective search in vast collections of images. Tag recommendation represents a trade-off between automatic image annotation techniques and manual tagging. In this letter, we formulate image tag recommendation as a maximum a posteriori (MAP) problem, making use of a visual folksonomy. A folksonomy can be seen as a collaboratively created set of metadata for informal social classification. Our experimental results show that the use of a visual folksonomy for image tag recommendation has two significant benefits, compared to a conventional approach using a limited concept vocabulary. First, our tag recommendation technique can make use of an unrestricted and rich concept vocabulary. Second, our approach is able to recommend a higher number of correct tags. (c) 2009 Elsevier B.V. All rights reserved.-
dc.languageEnglish-
dc.publisherELSEVIER SCIENCE BV-
dc.subjectANNOTATION-
dc.titleMAP-based image tag recommendation using a visual folksonomy-
dc.typeArticle-
dc.identifier.wosid000278186200024-
dc.identifier.scopusid2-s2.0-77951122117-
dc.type.rimsART-
dc.citation.volume31-
dc.citation.issue9-
dc.citation.beginningpage976-
dc.citation.endingpage982-
dc.citation.publicationnamePATTERN RECOGNITION LETTERS-
dc.identifier.doi10.1016/j.patrec.2009.12.024-
dc.contributor.localauthorRo, Yong-Man-
dc.contributor.nonIdAuthorPlataniotis, Konstantinos N.-
dc.type.journalArticleArticle-
dc.subject.keywordAuthorFolksonomy-
dc.subject.keywordAuthorImage annotation-
dc.subject.keywordAuthorTagging-
dc.subject.keywordAuthorTag recommendation-
dc.subject.keywordPlusANNOTATION-
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