Utilisation of case-based reasoning for semantic web services composition

Osman, T ORCID: https://orcid.org/0000-0001-8781-2658, Thakker, D and Al-Dabass, D, 2009. Utilisation of case-based reasoning for semantic web services composition. International Journal of Intelligent Information Technologies, 5 (1), pp. 24-42. ISSN 1548-3657

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Abstract

With the rapid proliferation of Web services as the medium of choice to securely publish application services beyond the firewall, the importance of accurate, yet flexible matchmaking of similar services gains importance both for the human user and for dynamic composition engines. In this article, we present a novel approach that utilizes the case based reasoning methodology for modelling dynamic Web service discovery and matchmaking, and investigate the use of case adaptation for service composition. Our framework considers Web services execution experiences in the decision making process and is highly adaptable to the service requester constraints. The framework also utilizes OWL semantic descriptions extensively for implementing both the components of the CBR engine and the matchmaking profile of the Web services.

Item Type:	Journal article
Publication Title:	International Journal of Intelligent Information Technologies
Creators:	Osman, T., Thakker, D. and Al-Dabass, D.
Publisher:	IGI Publishing
Date:	2009
Volume:	5
Number:	1
ISSN:	1548-3657
Identifiers:	Number Type 10.4018/jiit.2009092102 DOI
Divisions:	Schools > School of Science and Technology
Record created by:	EPrints Services
Date Added:	09 Oct 2015 09:45
Last Modified:	09 Jun 2017 13:10
URI:	https://irep.ntu.ac.uk/id/eprint/2296

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