In this paper, we present a methodology for ontology evolution, by focusing on the specific case of multimedia ontology volution. In particular, we discuss the situation where the ontology needs to be enriched because it does not contain any concept that could be used to explain a new multimedia resource. The paper shows how ontology matching techniques can be used to enforce the discovery of new relevant concepts by probing external knowledge sources using both the information available in the multimedia resource and the knowledge contained in the current version of the ontology.
Discovery-driven ontology evolution / S. Castano, A. Ferrara, G.N. Hess, G. NUDELMAN HESS - In: SWAP 2006 : semantic Web applications and perspectives : proceedings of the 3rd Italian Semantic Web Workshop, Scuola Normale Superiore, Pisa, Italy, 18-20 december, 2006 / [a cura di] G. Tummarello, P. Bouquet, O. Signore. - Aachen : CEUR, 2006. (( Intervento presentato al 3. convegno Semantic Web Applications and Perspectives. Italian Semantic Web Workshop (SWAP) tenutosi a Pisa nel 2006.
Discovery-driven ontology evolution
S. CastanoPrimo
;A. FerraraSecondo
;G. NUDELMAN HESS
2006
Abstract
In this paper, we present a methodology for ontology evolution, by focusing on the specific case of multimedia ontology volution. In particular, we discuss the situation where the ontology needs to be enriched because it does not contain any concept that could be used to explain a new multimedia resource. The paper shows how ontology matching techniques can be used to enforce the discovery of new relevant concepts by probing external knowledge sources using both the information available in the multimedia resource and the knowledge contained in the current version of the ontology.File | Dimensione | Formato | |
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