Applying AI Planning to Semantic Web Services for Workflow Generation

L Chen, X Yang

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    10 Citations (Scopus)

    Abstract

    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.
    LanguageEnglish
    Title of host publicationUnknown Host Publication
    Pages65-68
    Number of pages4
    DOIs
    Publication statusPublished - Nov 2005
    Event1st International Conference on Semantics, Knowledge and Grid - Beijing China
    Duration: 1 Nov 2005 → …

    Conference

    Conference1st International Conference on Semantics, Knowledge and Grid
    Period1/11/05 → …

    Fingerprint

    Semantic Web
    Web services
    Planning
    Interoperability
    Semantics
    Chemical analysis

    Cite this

    Chen, L ; Yang, X. / Applying AI Planning to Semantic Web Services for Workflow Generation. Unknown Host Publication. 2005. pp. 65-68
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    abstract = "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.",
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    Chen, L & Yang, X 2005, Applying AI Planning to Semantic Web Services for Workflow Generation. in Unknown Host Publication. pp. 65-68, 1st International Conference on Semantics, Knowledge and Grid, 1/11/05. https://doi.org/10.1109/SKG.2005.44

    Applying AI Planning to Semantic Web Services for Workflow Generation. / Chen, L; Yang, X.

    Unknown Host Publication. 2005. p. 65-68.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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    AB - 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.

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