Semantic-Driven Matchmaking and Composition of Web Services Using Case-Based Reasoning

D. Thakker, T. Osman, D. Al-Dabass
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引用次数: 39

Abstract

With the rapid proliferation of Web services as the medium of choice to securely publish application services beyond the firewall, the importance of accurate, yet flexible matchmaking of similar services gains importance both for the human user and for dynamic composition engines. In this paper, we present a novel approach that utilizes the case based reasoning methodology for modelling dynamic Web service discovery and matchmaking, and investigate the use of case adaptation for service composition. Our framework considers Web services execution experiences in the decision making process and is highly adaptable to the service requester constraints. The framework also utilizes OWL semantic descriptions extensively for implementing both the components of the CBR engine and the matchmaking profile of the Web services.
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基于案例推理的语义驱动匹配和Web服务组合
随着Web服务作为在防火墙之外安全发布应用程序服务的首选媒介的迅速普及,对人类用户和动态组合引擎来说,准确而灵活地匹配类似服务的重要性越来越大。在本文中,我们提出了一种利用基于案例的推理方法对动态Web服务发现和匹配建模的新方法,并研究了在服务组合中使用案例适应的方法。我们的框架考虑了决策过程中的Web服务执行经验,并且高度适应服务请求者的约束。该框架还广泛地利用OWL语义描述来实现CBR引擎的组件和Web服务的匹配配置文件。
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