Automated Composition of Semantic Web Services Based on Reactive Planning


KIPS Transactions on Computer and Communication Systems, Vol. 14, No. 3, pp. 199-214, Mar. 2007
10.3745/KIPSTB.2007.14.3.199, Full Text:

Abstract

Recently, there have been a lot of works trying to realize automated composition of semantic web services through application of AI planning techniques. The traditional AI planning techniques, however, have some limitations: it is not easy to represent a web service process with complex control constructs as an action or a plan; it is hardly possible to consider enough the rich information contained in domain ontologies during the planning process; it is impossible to model directly the data flow from the outputs of a web service to the inputs of another web service; it is difficult to predict and deal with uncertainty and dynamics of the environment because the plan generation phase is supposed to be separated from the plan execution phase. In order to overcome some of these limitations, this paper suggests a reactive planning approach to automated composition of semantic web services. Through some experiments using several e-commerce web services, we found that the reactive planning is an effective way to realize automated composition of semantic web services.


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Cite this article
[IEEE Style]
H. Jin and I. C. Kim, "Automated Composition of Semantic Web Services Based on Reactive Planning," KIPS Journal B (2001 ~ 2012) , vol. 14, no. 3, pp. 199-214, 2007. DOI: 10.3745/KIPSTB.2007.14.3.199.

[ACM Style]
Hoon Jin and In Cheol Kim. 2007. Automated Composition of Semantic Web Services Based on Reactive Planning. KIPS Journal B (2001 ~ 2012) , 14, 3, (2007), 199-214. DOI: 10.3745/KIPSTB.2007.14.3.199.