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Title: Ontology learning for semantic web services
Authors: Auhood, A
Bell, D
Lycett, M
Keywords: Ontology Learning;Semantic Web Services
Issue Date: 2009
Publisher: UKAIS
Citation: Proceedings of the UK Academy for Information Systems (UKAIS) 14th Annual Conference, Oxford, April 2009. 9 pages
Abstract: Semantic Web Services promise automatic service discovery and composition, relying heavily on domain ontology as a core component. With large Web Service repository, manual ontology development is proving a bottleneck (with associated expense and likely errors) to the realisation of a semantic Web of services. Providing the appropriate tools that assist in and automate ontology development is essential for a dynamic service vision to be realised. As a statement of research-in-progress, this paper proposes combining different ontology learning paradigms in Web Services domain, highlighting the need for further research that accommodates the variation in Web Service descriptive and operational sources. A research agenda is proposed that recognises this variation in artefacts as they are selected, pre-processed and analyzed by ontology learning techniques.
Appears in Collections:Computer Science
Dept of Computer Science Research Papers

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