基于平行坐标技术的关联规则可视化模型

Visualization of Association Model Based on Parallel Coordinates

数据挖掘可视化是数据挖掘过程中的重要组成部分.通过交互式数据挖掘可以增强挖掘结果的可理解性和可信度.平行坐标技术是数据挖掘可视化技术中的一个重要技术之一,该文在这种技术的基础上,提出了一种基于此技术的关联规则的可视化模型及显示方法.在最后对现有的关联规则的可视化方法进行了比较,论文中提出的显示模型在海量多维规则的显示和交互式操作上表现较为突出.

Visualization is an important part of data mining. We can understand the results easily and increase credibility of them. Parallel coordinates technique is the one of important visualization techniques. This paper discusses the model and methods of visual association based on the parallel coordinate technique. Finally, it compares with other current techniques of visual association, and is shows that the model on visualizing large amount of multidimensional associated rules works especially well.