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Issue No.03 - Third Quarter (2012 vol.5)
pp: 319-332
Ourania Hatzi , Harokopio University of Athens, Athens
Dimitris Vrakas , Aristotle University of Thessaloniki, Thessaloniki
Mara Nikolaidou , Harokopio University of Athens, Athens
Nick Bassiliades , Aristotle University of Thessaloniki, Thessaloniki
Dimosthenis Anagnostopoulos , Harokopio University of Athens, Athens
Ioannis Vlahavas , Aristotle University of Thessaloniki, Thessaloniki
ABSTRACT
The paper presents an integrated approach for automated semantic web service composition using AI planning techniques. An important advantage of this approach is that the composition process, as well as the discovery of the atomic services that take part in the composition, are significantly facilitated by the incorporation of semantic information. OWL-S web service descriptions are transformed into a planning problem described in a standardized fashion using PDDL, while semantic information is used for the enhancement of the composition process as well as for approximating the optimal composite service when exact solutions are not found. Solving, visualization, manipulation, and evaluation of the produced composite services are accomplished, while, unlike other systems, independence from specific planners is maintained. Implementation was performed through the development and integration of two software systems, namely PORSCE II and VLEPPO. PORSCE II is responsible for the transformation process, semantic enhancement, and management of the results. VLEPPO is a general-purpose planning system used to automatically acquire solutions for the problem by invoking external planners. A case study is also presented to demonstrate the functionality, performance, and potential of the approach.
INDEX TERMS
Web services, Planning, Semantics, Ontologies, Standards, Semantic Web, composite web services., Intelligent web services and Semantic Web, services composition
CITATION
Ourania Hatzi, Dimitris Vrakas, Mara Nikolaidou, Nick Bassiliades, Dimosthenis Anagnostopoulos, Ioannis Vlahavas, "An Integrated Approach to Automated Semantic Web Service Composition through Planning", IEEE Transactions on Services Computing, vol.5, no. 3, pp. 319-332, Third Quarter 2012, doi:10.1109/TSC.2011.20
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