A social network approach in semantic web services selection using follow the leader behavior

Al-Sharawneh, J; Williams, MA

A social network approach in semantic web services selection using follow the leader behavior

Al-Sharawneh, J Williams, MA

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Publication Type:: Conference Proceeding
Citation:: Proceedings - IEEE International Enterprise Distributed Object Computing Workshop, EDOC, 2009, pp. 310 - 319
Issue Date:: 2009-12-01

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Field	Value	Language
dc.contributor.author	Al-Sharawneh, J	en_US
dc.contributor.author	Williams, MA https://orcid.org/0000-0002-1047-0503	en_US
dc.date.issued	2009-12-01	en_US
dc.identifier.citation	Proceedings - IEEE International Enterprise Distributed Object Computing Workshop, EDOC, 2009, pp. 310 - 319	en_US
dc.identifier.isbn	9781424455645	en_US
dc.identifier.issn	1541-7719	en_US
dc.identifier.uri	http://hdl.handle.net/10453/10908
dc.description.abstract	Automatic discovery of web services is a crucial task for e-Business communities. Locating and selecting "the best" web service from a vast number of similar services that matches the user's requirements and preferences is a cognitive challenge and requires the use of an intelligent decision making framework. This paper develops a flexible ontological architecture and framework for Semantic Web Service Selection that exploits Goldbaum's innovative "Follow the Leader" model originally designed as an analytic tool for studying social network behavior and evolution. The framework proposes two new ontologies integrated in a recommender system, which guides a user to select the best service that matches their requirements and preferences. We test and evaluate several behaviors of market leader scenarios using a simulation agent. ©2009 IEEE.	en_US
dc.relation.ispartof	Proceedings - IEEE International Enterprise Distributed Object Computing Workshop, EDOC	en_US
dc.relation.isbasedon	10.1109/EDOCW.2009.5331986	en_US
dc.title	A social network approach in semantic web services selection using follow the leader behavior	en_US
dc.type	Conference Proceeding
utslib.for	0801 Artificial Intelligence and Image Processing	en_US
utslib.for	080603 Conceptual Modelling	en_US
dc.location.activity	Auckland, New Zealand	en_US
pubs.embargo.period	Not known	en_US
pubs.organisational-group	/University of Technology Sydney
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology/School of Computer Science
pubs.organisational-group	/University of Technology Sydney/Strength - CAI - Centre for Artificial Intelligence
utslib.copyright.status	open_access
pubs.publication-status	Published	en_US

Abstract:

Automatic discovery of web services is a crucial task for e-Business communities. Locating and selecting "the best" web service from a vast number of similar services that matches the user's requirements and preferences is a cognitive challenge and requires the use of an intelligent decision making framework. This paper develops a flexible ontological architecture and framework for Semantic Web Service Selection that exploits Goldbaum's innovative "Follow the Leader" model originally designed as an analytic tool for studying social network behavior and evolution. The framework proposes two new ontologies integrated in a recommender system, which guides a user to select the best service that matches their requirements and preferences. We test and evaluate several behaviors of market leader scenarios using a simulation agent. ©2009 IEEE.

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http://hdl.handle.net/10453/10908