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An Approach for Web Service Selection and Dynamic Composition Based on Linked Open Data

机译:基于Linked Open Data的Web服务选择和动态组合方法

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摘要

The wide adoption of the Service Oriented Architecture (SOA) paradigm has provided a means for heterogeneous systems to seamlessly interact and exchange data. Thus, enterprises and end-users have widely utilized Web Services (WS), either as stand-alone applications or as part of more complex service compositions, in order to fulfill their business needs. But, while WS offer a plethora of benefits, a significant challenge rises due to the abundance of available services that can be retrieved online. In this work, we propose a framework for the selection and dynamic composition of WS, by utilizing Linked open Data (LoD). In addition, we propose a hybrid algorithm that uses as input the user’s personalized weights for non-functional characteristics and the results produced by appropriate SPARQL queries that are filtered results using a top-k approach. It then handles the ranking of alternatives based on their population. Finally, using two case studies and a dataset that describes real-world WS, we argue on the feasibility and performance of the proposed method.
机译:面向服务的架构(SOA)范例的广泛采用为异构系统提供了一种无缝交互和交换数据的手段。因此,企业和最终用户广泛利用了Web服务(WS),无论是独立应用程序还是作为更复杂的服务组合的一部分,以满足其业务需求。但是,虽然WS提供了丰盛的福利,但由于可以在线检索的现有服务的丰富服务,这一重大挑战升起。在这项工作中,我们通过利用链接的开放数据(LOD)提出了一种用于WS的选择和动态组成的框架。此外,我们提出了一种混合算法,其用作输入用户的个性化权重的非功能特征,以及通过使用TOP-K方法过滤结果的适当SPARQL查询产生的结果。然后,它根据他们的人口处理替代品的排名。最后,使用两个案例研究和描述现实世界的数据集,我们争论了所提出的方法的可行性和性能。

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