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Combining multidimensional user models and knowledge representation and management techniques for making web services knowledge- aware

机译：结合多维用户模型，知识表示和管理技术，使Web服务具有知识意识

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摘要

Web Services are widely recognized as the leading deployment paradigm for next-generation Web applications, where users and machines are co-operant and new services can be composed from pre-existent services, by looking at their interoperability level and their semantics. Knowledge personalization is currently the most investigated issue in the context of service-oriented systems on the Web, as the impersonality of the Web information can seriously mine the potentiality of Web Services in building large-scale Web applications. Knowledge representation and management are critical issues for knowledge personalization in Web Services, and are gaining renewed interest from the research community, mainly due to the explosion of data modelling technologies for the Web, such as XML and XML Schema. In this context, user modelling is the other issue to be faced, as the requirements of modern Web applications are more and more complex and sophisticated, and, as a consequence, fine-grain user management is strongly needed. In this paper, we propose a new approach that combines fine-grain multidimensional user models and knowledge representation and management techniques for making Web Services knowledge-aware. We also propose the framework that implements such approach, called Distributed Knowledge Networks (DKN), and provide a reference architecture for DKN. Finally, experimental results about the proposed approach are presented and discussed.
机译：Web服务被广泛认为是下一代Web应用程序的领先部署范例，在该模型中，用户和计算机是协作的，并且可以通过查看它们的互操作性级别和语义来从现有的服务中组成新的服务。在Web上面向服务的系统中，知识个性化是当前研究最多的问题，因为Web信息的非个性化可以严重挖掘Web Services在构建大型Web应用程序方面的潜力。知识表示和管理是Web服务中知识个性化的关键问题，并且主要是由于Web数据建模技术（例如XML和XML Schema）的爆炸式增长，引起了研究界的新兴趣。在这种情况下，用户建模是另一个要面对的问题，因为现代Web应用程序的需求越来越复杂和复杂，因此，非常需要细粒度的用户管理。在本文中，我们提出了一种结合细粒度的多维用户模型，知识表示和管理技术的新方法，以使Web Services具备知识意识。我们还提出了实现这种方法的框架，称为分布式知识网络（DKN），并提供了DKN的参考体系结构。最后，提出并讨论了有关该方法的实验结果。

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