Title :
An approach to ontologies integration
Author_Institution :
Coll. of Inf. Sci. & Eng., Shenyang Ligong Univ., Shenyang, China
Abstract :
Ontology, as a representation of shared conceptualization of specific domain, is a key technology for the Semantic Web. In recent years, many ontologies have been developed and many of these ontologies contain overlapping information. To be able to use multiple ontologies we need a flexible mechanism to integrate ontologies. In this paper we present an approach to ontology integration which combines ontology integration algorithm and ontology similarity measures. After integrating, we perform ontology pruning and consistency check of the integrated ontology. Furthermore, we develop running prototype and conduct experiments for ontology integration and we evaluate the method in terms of ontology alignment quality.
Keywords :
ontologies (artificial intelligence); semantic Web; ontology alignment quality; ontology consistency check; ontology integration algorithm; ontology pruning; ontology similarity measurement; semantic Web; Ontologies; Painting; Paints; Redundancy; Semantic Web; Semantics; Syntactics; ontology; ontology evaluation; ontology integration;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2011 Eighth International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-61284-180-9
DOI :
10.1109/FSKD.2011.6019706