Title :
Hierarchical Architecture for Semantic Peer-to-Peer Web Service Discovery
Author :
Jia, Junmin ; Meng, Chun ; Zhou, Heyue
Author_Institution :
Math. & Comput. Dept., Baoding Univ., Baoding, China
Abstract :
This paper presents a two-level architecture for semantic P2P service discovery, which not only supports functionality-based service discovery but also provides flexible management mechanism for domain ontology. At the first level, a backbone is constructed on the basis of a category ontology, and the management task of domain ontology is distributed to the backbone peers on a per category basis. By controlling the mapping mechanism, this architecture supports management policies of domain ontology with multiple granularities. At the second level, to increase the efficiency of service discovery, a registry cluster is formed according to a service descriptor ontology. This architecture supports efficient service publishing and automatic generation of query templates. To increase the accuracy of service discovery, a matchmaking algorithm that takes into account both semantic similarities of input/output parameters and subsumption relationships is also proposed.
Keywords :
Web services; data mining; ontologies (artificial intelligence); peer-to-peer computing; semantic Web; category ontology; domain ontology; flexible management mechanism; functionality-based service discovery; hierarchical architecture; mapping mechanism; matchmaking algorithm; registry cluster; semantic P2P service discovery; semantic peer-to-peer Web service discovery; semantic similarities; service descriptor ontology; service publishing; matchmaking algorithm; ontology management; peer-to-peer; semantic web service; service discovery;
Conference_Titel :
Web Information Systems and Mining (WISM), 2010 International Conference on
Conference_Location :
Sanya
Print_ISBN :
978-1-4244-8438-6
DOI :
10.1109/WISM.2010.41