机构地区: 北京科技大学计算机与通信工程学院
出 处: 《计算机工程与设计》 2007年第9期1995-1997,2065,共4页
摘 要: 数据挖掘是从海量数据中发现有意义的模式和规则的一项关键技术。国内很少有商家使用数据挖掘来辅助商业决策。给出了基于Web Service的数据挖掘系统结构及实现方案;描述了一个基于Web Service的数据挖掘系统原型,进一步说明了所提出的系统结构具有较高的效率、可信度、可实施性和安全性。 Data mining is becoming a key technique in discovering meaningful patterns and rules from lots of data. Application of data mining is little while research of data mining is very hot. In China, few companies use data mining to make commercial decision. A distributed data mining system based on web services is given. And a new integral and efficient preprocessor is given. At last, a prototype system is described, which proves that the distributed data mining model based on web is efficient, believable, secure and feasible.
关 键 词: 数据挖掘 分布式系统 服务 预处理 关联规则 体系结构
领 域: [自动化与计算机技术] [自动化与计算机技术]