基于封闭世界假设的语义Web服务组合

F. Lécué, A. Léger
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引用次数: 32

摘要

Web服务组合(即形成新的增值Web服务的过程)的自动化是Web服务研究领域中最有前途的挑战之一。这样的自动化不仅涉及更丰富的Web服务描述语义,还涉及关于这些描述的推理过程。语义应该是Web服务组合自动化的关键元素之一。实际上,语义Web服务支持对其功能和过程进行丰富的机器可理解的描述,以便简化发现、选择和组合等过程的自动化。本文研究了Web服务的功能级描述及其对Web服务组合的影响,因此提出了一个正式的模型CLM(因果链接矩阵)。该模型支持语义上下文,以便找到正确、完整和一致的计划,作为基于AI计划的组合。创新和正式的模型遵循前链导向的组合。此外,介绍了Web服务组合的两种优化方法(即面向本地和面向全局),以根据语义标准(即Web服务之间的因果联系)发现最佳计划
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Semantic Web Service Composition Based on a Closed World Assumption
Automation of Web service composition i.e., the process of forming new value added Web services is one of the most promising challenges in Web service research area. Such an automation does not involve only a richer semantic for Web service description but also reasoning processes about those descriptions. Semantics is supposed to be one of the key elements for the automation of Web service composition. Indeed semantic Web services enable a rich machine-understandable descriptions of their capabilities and processes in order to ease automation of processes such as discovery, selection and composition. In this paper one studies the functional level description of Web services and its impact on Web service composition hence the presentation of a formal model CLM (causal link matrix). The model supports a semantic context in order to find a correct, complete and consistent plan as an AI planning-based composition. The innovative and formal model follows a forward chaining-oriented composition. Moreover two methods of optimization (i.e., local-oriented and a global-oriented) of Web service composition are introduced to discover the best plan according to a semantic criterion i.e., the causal link between Web services
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