Title :
Semantic Comparison of Ontologies Based on WordNet
Author :
Sosa, Encarna ; Lozano-Tello, Adolfo ; Prieto, Álvaro E.
Author_Institution :
Univ. of Extremadura, Caceres
Abstract :
The increasing use of ontologies in recent years has led to much of the information represented in them appear in differently expressed ways. When integration processes of ontologies are required within the same domain, problems arise in the correspondence between the terms that appear in ontologies involved in the process. To solve this problem, this article presents a method, which provides the user with a value of similarity between the terms of two ontologies to assist in the integration process. The method is based on the use of the lexical database defined by WordNet and the application of semantic similarity algorithms. It also introduces a software tool that carries out the implementation of this method.
Keywords :
natural language processing; ontologies (artificial intelligence); software tools; word processing; WordNet; integration process; lexical database; ontology; semantic similarity algorithm; software tool; Application software; Competitive intelligence; Databases; Humans; Ontologies; Organizing; Semantic Web; Software algorithms; Software systems; Software tools; integration; matching; ontology alignment; semantic comparison; semantic similiarity;
Conference_Titel :
Complex, Intelligent and Software Intensive Systems, 2008. CISIS 2008. International Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-0-7695-3109-0
DOI :
10.1109/CISIS.2008.67