基于关联规则的数据挖掘系统实现及应用

The Implementation and Application of Data Mining Tool Based on Association Rules

文章首先介绍了数据挖掘的基本概念和主要过程,接着描述了一个基于关联规则的数据挖掘工具,讨论了系统的结构、特点和功能,包括数据转换、概念层次泛化、包含负项的关联规则挖掘及系统的二次开发接口,最后对一个应用工具的实例企业客户资源分析器模型及一些相关的问题进行了讨论。

In this paper, the concepts and main process are introduced, and a data mining tool based on association rules is described first. Then the system architecture, the characteristics and functions are discussed, including data transfer, concept hierarchy generalization, mining rules with negative items and re-development of the system. Finally, an customer recourse analysis system, which is an example of the tool's applications, and some problems of model are discussed.