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Inducing Ontology from Flickr Tags

by: Patrick Schmitz
In: Proceedings of the Workshop on Collaborative Tagging at WWW2006 Edinburgh, Scotland: (May 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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