基于SOA的信息挖掘应用研究

Information Mining Application Based on SOA

传统的数据挖掘一般都是从特定的、静态的数据源进行挖掘,可是现实世界中信息的来源是复杂多样的,特别是网络信息,利用传统的挖掘算法无法准确地从大量的无结构动态数据源中挖掘出有用的信息,本文提出了基于面向服务架构的网络数据整合方法,使不同单位、不同平台、不同数据结构的网络数据能够有机地整合并实现信息的共享和交互。通过对研究生调剂相关数据的实例应用研究,可以看到采用基于SOA的WebService技术来整合实时的研究生调剂数据的方法取得了很好的效果。

Traditional data mining usually dig from the specific,static data source,but in the real world sources of information are complex,especially the web information,using traditional mining algorithm can＇t dig the useful information from a large number of unstructured dynamic data accurately.Integration methods of Internet data based on service-oriented architecture can achieve integration the different units,different platforms and different data structures and network data,sharing information and interaction.Through the example of post-graduate applied research,we can see that good results have been achieved in integrating data of real-time postgraduate regulator base on SOA WebService technology.