数据挖掘技术在经营分析系统中的应用

The Application of Data Mining Technology in Bussiness Analysis

数据挖掘技术是对海量数据进行分析和信息提取的重要工具。本文首先介绍了数据挖掘的基本概念和相关知识。然后结合电信的具体行业特点,建立了一个基于数据挖掘的系统(MDMS),并对该系统的结构、模块组成等问题进行了深入的讨论。文中详细介绍了该系统中关联规则挖掘技术、分类模型挖掘技术和聚类分析技术等关键技术的实现。最终对该系统在电信运营过程中所起的作用作了一个总评。

The data mining system is an important tool for carrying on and analysis the magnanimous data. This paper first introduced the basic concept and the related knowledge of data mining. Then combined the telecommunication concrete profession characteristic, has established a Mobile Data Mining System （MDMS）, and discussed the system architecture, module composition and so on in de- tails. In addition, this article also introduce some critical technologies in this system such as association rule technology, the classified model mining technology and clustering analysis technology. Finally the role which played in the telecommunication operation process has made a general appraisal.