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Integrating collaborative tagging and emergent semantics for image retrieval

AutorAurnhammer, Melanie; Hanappe, Peter; Steels, Luc
Fecha de publicación2006
Citación15th International World Wide Conference (2006)
ResumenIn this paper, we investigate the combination of collaborative tagging and emergent semantics for improved data navigation and search. We propose to use visual features in addition to tags provided by users in order to discover new relationships between data. We show that our method is able to overcome some of the problems involved in navigating databases using tags only, such as synonymy or different languages, spelling mistakes, homonymy, or missing tags. On the other hand, image search based on visual features can be simplified substantially by the use of tags. We present technical details of our prototype system and show some preliminary results.
DescripciónTrabajo presentado al Workshop de la 15th International World Wide Conference (WWW) celebrado en Edinburgh (Scotland) del 22 al 23 de mayo de 2006.
Versión del editorhttp://www2006.org/workshops/
URIhttp://hdl.handle.net/10261/127833
Aparece en las colecciones: (IBE) Comunicaciones congresos
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