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首页> 外文期刊>Journal of Computers >WS-DAI-DM: An Interface Specification for Data Mining in Grid Environments
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WS-DAI-DM: An Interface Specification for Data Mining in Grid Environments

机译：WS-DAI-DM：网格环境中数据挖掘的接口规范

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Providing the appropriate access means for data mining services in Grid Environment is principal for combination of Grid and data mining. The transition from centralized data mining process as they are in traditional tools to Grid-compliant and Grid-based data mining services that can coordinate with each other is important to extract useful and potential knowledge/patterns from distributed data resources. But, data mining process has not been integrated with the current Grid architecture, and there are no related specifications or standards available within the Grid community for handling it. The work discusses the interface specification WS-DAI-DM and related issues of providing the consistent web service interfaces to mine meaningful and hidden information/patterns from distributed data resources in Grid environments. WS-DAI-DM can facilitate using data mining tools and developing data mining applications. The proposed specification idea is partially implemented in the feasibility study and we give an application scenario about how users can access data mining services in Grid environments conveniently via the proposed mechanism.
机译：为网格环境和数据挖掘相结合的原则是为网格环境中的数据挖掘服务提供适当的访问方式。从集中式数据挖掘过程（如它们在传统工具中一样）到可相互协调的网格兼容和基于网格的数据挖掘服务的过渡对于从分布式数据资源中提取有用的和潜在的知识/模式非常重要。但是，数据挖掘过程尚未与当前的Grid体系结构集成在一起，并且Grid社区内部没有可用的相关规范或标准来处理它。该工作讨论了接口规范WS-DAI-DM以及提供一致的Web服务接口以从Grid环境中的分布式数据资源中挖掘有意义的和隐藏的信息/模式的相关问题。 WS-DAI-DM可以促进使用数据挖掘工具和开发数据挖掘应用程序。所提出的规范思想在可行性研究中得到部分实现，并且给出了一个有关用户如何通过所提出的机制方便地访问Grid环境中的数据挖掘服务的应用场景。

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