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Inducing Ontology from Flickr Tags
by:In: WWW 2006WWW 2006, May 22–26, 2006, Edinburgh, UK
(2006)
.
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Abstract
In this paper, we describe some promising initial results in inducing ontology from the Flickr tag vocabulary, using a subsumption-based model. We describe the utility of faceted ontology as a supplement to a tagging system and present our model and results. We propose a revised, probabilistic model using seed ontologies to induce faceted ontology, and describe how the model can integrate into the logistics of tagging communities.
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