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Propositional Logic-Based and Evidence-Rich Trustworthiness Evaluation for Web Services

机译:Web服务的基于命题逻辑和丰富证据的可信度评估

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摘要

With more and more Web services available on the Internet, users reuse these services in their own applications. Because Web services are delivered by third parties and hosted on remote servers, it becomes a big problem to determine the trustworthiness of the Web services. Many Web services trustworthiness evaluation approaches have been proposed, however, the trustworthy evidences used in these approaches are limited and the methods proposed lack customizability and extensibility, which makes them difficult to apply. In this paper, we propose a lightweight Propositional Logic-based Web services trustworthiness evaluation method, which is customizable, extensible, and easy to apply in reality. First we collect comprehensive trustworthy evidences including both objective trustworthy evidences (e.g. QoS) and subjective evidences (e.g. reputation) from the Internet. Then we propose a Propositional Logic-based Web services trustworthiness evaluation model, which is customizable and extensible, to capture users' trustworthiness requirements. Finally, the trustworthiness of all Web services are evaluated and returned to the users via a Web services search engine. To validate the effectiveness of our approach, two experiments are conducted on a large-scale real-world dataset. The experimental results show that our method is easy to use and can effectively evaluate Web services trustworthiness, which helps users to reuse Web services.
机译:随着Internet上越来越多的Web服务可用,用户可以在自己的应用程序中重用这些服务。由于Web服务由第三方交付并托管在远程服务器上,因此确定Web服务的可信赖性成为一个大问题。已经提出了许多Web服务可信赖性评估方法,但是,这些方法中使用的可信赖证据有限,并且所提出的方法缺乏可定制性和可扩展性,这使其难以应用。在本文中,我们提出了一种轻量级的基于命题逻辑的Web服务可信度评估方法,该方法可自定义,可扩展且易于在现实中应用。首先,我们从互联网收集全面的可信证据,包括客观可信证据(例如QoS)和主观证据(例如信誉)。然后,我们提出了一个基于命题逻辑的Web服务可信度评估模型,该模型是可定制和可扩展的,以捕获用户的可信度要求。最后,评估所有Web服务的可信度,并通过Web服务搜索引擎将其返回给用户。为了验证我们方法的有效性,我们在一个大规模的真实世界数据集上进行了两个实验。实验结果表明,该方法易于使用,可以有效地评估Web服务的可信度,有助于用户重用Web服务。

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