Inducing Ontology from Flickr Tags 论文

2006引用 309
Semantic Web and OntologiesNatural Language Processing TechniquesTopic Modeling

摘要

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.