【作者】 王冠； 孙莹； 董军凯；

【Author】 WANG Guan SUN Ying DONG Jun-kai College of Computer Science, Beijing University of Technology, Beijing 100022, China

【机构】 北京工业大学计算机学院；

【摘要】 算法是数据挖掘系统的核心,基于目前国内数据挖掘系统的质量和数量现状,为了方便数据挖掘算法的开发、交流和实际应用,加快数据挖掘软件的研制和开发,引进软件复用的设计思想,采用COM技术,对算法库进行了构件化分析和设计,构建了一个具有良好重用性、可扩展性的算法构件库,并对构件之间的通信进行了研究。构件库可以减少重复劳动,降低软件开发的成本,提高数据挖掘软件的开发效率和质量,加快数据挖掘项目的开发速度。更多还原

【Abstract】 Algorithms is the core of data mining system. To facilitate the development, exchange and practical application of data mining algorithms and motivate the development of data mining software, component analysis and design of data mining algorithm library, which introduces software reuse thought and adopts COM technology, is implemented on the base of quality and amount actuality of domestic data mining system, in addition, the communications between components is researched. The extensible and reusable component library decrease repeating labor, reduces the software development cost, enhances the development efficiency and quality of data mining software, picks up the developing speed of data mining project.更多还原