摘要
对CIMS工程的现状进行了分析,明确了形成CIMS系统信息孤岛的原因,提出一种基于数据挖掘技术进行CIMS系统信息集成的方法,以原有的数据库为基础,利用网络技术和数据挖掘技术,建立数据挖掘系统,通过数据挖掘的下钻处理、上卷递交与数据信息的析取和融合,建立了相关的模糊理论模型和实现的算法,较好地解决了CIMS系统的资金流、物流与信息流的集成问题。
The paper analyzes the condition of CIMS engineering,finds out the reason of forming information single island in CIMS, puts forward a method for information integration of CIMS based on technology of data mining,based on the existed database, takes advantage of technology of data mining and network,constructs a data mining system (DMS).By drill-down and roll-up of data mining ,feature extract and syncretism of data information, it builds rough theory model and algorithms,resolves the integration question of capital,material and data information flows in CIMS.
出处
《计算机工程》
CAS
CSCD
北大核心
2003年第15期37-39,97,共4页
Computer Engineering
关键词
数据挖掘
现代集成制造系统
模糊理论系统
系统集成
知识表示
Data mining
Contemporary integration manufacture system (CIMS)
Rough theory
System integration
Knowledge denotation