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Applying AI Planning to Semantic Web Services for Workflow Generation

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2 Author(s)
Liming Chen ; Sch. of Comput. & Math., Univ. of Ulster, Coleraine ; Xueqiang Yang

Semantic Web Services (SWS) intend to enhance interoperability and encapsulate domain knowledge via semantic descriptions. This paper claims that service composition in a service-oriented computing paradigm is an AI planning problem. We present the Event Calculus (EC) - a well-known action theory, and further discuss the mechanisms of using the formalism for representing and reasoning service capabilities. We describe an architecture for automatic workflow generation in which an EC-based planner builds workflows by reasoning against distributed pools of SWS.

Published in:

Semantics, Knowledge and Grid, 2005. SKG '05. First International Conference on

Date of Conference:

27-29 Nov. 2005