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首页> 外文期刊>International Journal of Engineering and Manufacturing(IJEM) >Research of Distributed Data Mining System Based on Web Services
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Research of Distributed Data Mining System Based on Web Services

机译：基于Web Services的分布式数据挖掘系统的研究

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For the following reasons, the original centralized data mining became more and more out of date. First, the data source need to be processed is distributed on different computers in the networks. Second, because of the constrain of networks band, the privacy and safety of data, the incompatibility of systems and so on, it is not realistic to put all data source in a place for centralized data mining. Third, more and more demands have addressed on the openness and easy accessibility. The distributed data mining technology was presented for the problems mentioned above. This article introduced the latest technology for distributed component technology—web services technology into distributed data mining field, and took some tentative efforts in solving the problem of designing for suitable architecture of distributed data mining systems and corresponding distributed mining algorithms.
机译：由于以下原因，原始的集中式数据挖掘变得越来越过时。首先，需要处理的数据源分布在网络中的不同计算机上。其次，由于网络带宽的限制，数据的私密性和安全性，系统的不兼容性等，将所有数据源都放在一个集中式数据挖掘的地方是不现实的。第三，对开放性和易于访问性提出了越来越多的要求。针对上述问题提出了分布式数据挖掘技术。本文将最新的分布式组件技术– Web服务技术引入了分布式数据挖掘领域，并为解决针对分布式数据挖掘系统的适当体系结构设计和相应的分布式挖掘算法而进行的尝试。

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