Comparison and evaluation of a multi-tag method for advanced image search
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Hwang, D.-H. | - |
dc.date.available | 2020-02-27T20:42:47Z | - |
dc.date.created | 2020-02-12 | - |
dc.date.issued | 2017 | - |
dc.identifier.issn | 1343-4500 | - |
dc.identifier.uri | https://scholarworks.bwise.kr/gachon/handle/2020.sw.gachon/6688 | - |
dc.description.abstract | Tagging is widely applied to web documents, such as blogs, and multimedia data, such as images and video; however, insufficient results appear during image retrieval using tags because of the fundamental limitations of tags. In this paper, a multi-tag based search algorithm is proposed to overcome the above weakness. The proposed algorithm performs image search using a 2-tag, 3-tag and 3-2 tag combined search methods. These multi-tag search algorithms are compared and evaluated with the earlier method from the point of view of correctness and precision. Searched images from flickr, a typical tagging site, are used for this examination. The results of the examination show that the correctness of multi-tag based image search is higher than the existing single-tag search methods. The precision and recall of existing single-tag search methods is 48.7%, while the precision and recall of multi-tag algorithms varies by method; however, the average is 83.6% in precision and 48.7% in recall. © 2017 International Information Institute. | - |
dc.language | 영어 | - |
dc.language.iso | en | - |
dc.publisher | International Information Institute Ltd. | - |
dc.relation.isPartOf | Information (Japan) | - |
dc.title | Comparison and evaluation of a multi-tag method for advanced image search | - |
dc.type | Article | - |
dc.type.rims | ART | - |
dc.description.journalClass | 1 | - |
dc.identifier.bibliographicCitation | Information (Japan), v.20, no.11, pp.8143 - 8150 | - |
dc.identifier.scopusid | 2-s2.0-85059825549 | - |
dc.citation.endPage | 8150 | - |
dc.citation.startPage | 8143 | - |
dc.citation.title | Information (Japan) | - |
dc.citation.volume | 20 | - |
dc.citation.number | 11 | - |
dc.contributor.affiliatedAuthor | Hwang, D.-H. | - |
dc.type.docType | Article | - |
dc.subject.keywordAuthor | 2-tag | - |
dc.subject.keywordAuthor | 3-2 combined tag | - |
dc.subject.keywordAuthor | 3-tag | - |
dc.subject.keywordAuthor | Image search | - |
dc.subject.keywordAuthor | Tag | - |
dc.description.journalRegisteredClass | scopus | - |
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