数据挖掘开放式开发系统研究与设计  

Design and study of an opening development platform for data mining

作　　者：韩小龙[1] 谢彦峰[1] 

机构地区：[1]兰州交通大学电子与信息工程学院,甘肃兰州730070

出　　处：《宁夏工程技术》2008年第1期17-20,共4页Ningxia Engineering Technology

摘　　要：在对现有数据挖掘平台移植和复用等方面的需求分析的基础上,提出并建立了以公共数据元模型(CWM)为基础,用预言模型标记语言(PMML)描述挖掘模型的数据挖掘开放式开发平台(DM-ODP),详细论述了该平台逻辑框架、组成模块的功能接口以及平台的执行过程等.分析说明,与其他成熟的数据挖掘平台相比,该平台具有更好的开放性、扩展性、灵活性等优点,同时也更容易和其他商业应用结合起来普及数据挖掘服务。By analyzing transplant and reuse of data mining platform, an opening development platform for data mining was designed and set up, which was based on CWM and used PMML to describe data mining Model. This opening data mining＇s logic frame, model functions, the process of the data mining etc were discussed. The results showed that this opening data mining platform has the advantages of opening, expanding and variability compared with other ready-made data mining platforms, and it＇s more easily to be applied.

关 键 词：数据挖掘 开放式开发平台 设计模式 CWM PMML 

分 类 号：TP311[自动化与计算机技术—计算机软件与理论]