DC Field | Value | Language |
---|---|---|
dc.contributor.author | Lee, Si-Hyoung | ko |
dc.contributor.author | De Neve, Wesley | ko |
dc.contributor.author | Plataniotis, Konstantinos N. | ko |
dc.contributor.author | Ro, Yong-Man | ko |
dc.date.accessioned | 2013-03-12T00:53:26Z | - |
dc.date.available | 2013-03-12T00:53:26Z | - |
dc.date.created | 2012-02-06 | - |
dc.date.created | 2012-02-06 | - |
dc.date.created | 2012-02-06 | - |
dc.date.issued | 2010-07 | - |
dc.identifier.citation | PATTERN RECOGNITION LETTERS, v.31, no.9, pp.976 - 982 | - |
dc.identifier.issn | 0167-8655 | - |
dc.identifier.uri | http://hdl.handle.net/10203/100880 | - |
dc.description.abstract | Descriptive 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.language | English | - |
dc.publisher | ELSEVIER SCIENCE BV | - |
dc.title | MAP-based image tag recommendation using a visual folksonomy | - |
dc.type | Article | - |
dc.identifier.wosid | 000278186200024 | - |
dc.identifier.scopusid | 2-s2.0-77951122117 | - |
dc.type.rims | ART | - |
dc.citation.volume | 31 | - |
dc.citation.issue | 9 | - |
dc.citation.beginningpage | 976 | - |
dc.citation.endingpage | 982 | - |
dc.citation.publicationname | PATTERN RECOGNITION LETTERS | - |
dc.identifier.doi | 10.1016/j.patrec.2009.12.024 | - |
dc.contributor.localauthor | Ro, Yong-Man | - |
dc.contributor.nonIdAuthor | Plataniotis, Konstantinos N. | - |
dc.type.journalArticle | Article | - |
dc.subject.keywordAuthor | Folksonomy | - |
dc.subject.keywordAuthor | Image annotation | - |
dc.subject.keywordAuthor | Tagging | - |
dc.subject.keywordAuthor | Tag recommendation | - |
dc.subject.keywordPlus | ANNOTATION | - |
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