Paper Title
WEB SERVICES CLUSTERING FOR CREATING SERVICE ONTOLOGY

Abstract
Abstract - Ontologies have greatly contributed to solving the challenges of knowledge modeling, artificial intelligence, clustering, and classification. Ontologies are mainly used, in the field of web services, to describe the interfaces of web services and allow automation of the functional processes of this technology (in particular discovery). Supporting this model with a shared ontology (knowledge base) can optimize the technology's performance. The construction of ontology by manual methods is a time-consuming and costly task that requires the presence of a domain expert. Approaches for the automatic construction of ontologies will be interesting and less expensive solutions in terms of time and financial costs. In this article, we propose to use Hierarchical Clustering algorithm to create an ontological network (Service Ontology (SO)) from a corpus of semantic web services. Experiments have been carried out to show the efficiency of the proposed approach. Keywords - Ontology, Web service discovery, Web service storage, Clustering algorithm, Semantic Web services.