Capability Matching and Similarity Reasoning in Service Discovery.
Devis Bianchini, Valeria De Antonellis, Michele Melchiori · 2005
Abstract. Ontologies play a relevant role to support service match-making in the discovery process. In fact, the elements used for service capability description refer to concepts that can be properly defined and semantically related in domain ontologies. Semantic relationships be-tween concepts are then exploited to establish the type of matching be-tween advertisements and requests. In this paper we propose an ontology-based approach to service discovery characterized by a hybrid multimode matching, that is, a deductive capability matching extended with a flex-ible similarity evaluation scheme. In the approach, the semantic service description results from the cooperation of several components: a UDDI registry is responsible for managing offered service descriptions, a Do-main Ontology provides the general knowledge about concepts from the business domain in which services are used, a Service Ontology orga-nizes services at different levels of abstraction. The proposed approach provides service advice at multiple levels of granularity and rates adviced services according to different kinds of comparison strategies. 1