摘要： 交互式可视化数据挖掘是利用可视化技术进行联机数据挖掘的技术。基于SOM的交互式可视化数据挖掘原型系统VISMiner的主要目的是将数据挖掘与数据可视化及OLAP进行集成,允许用户以交互的方式从SOM的标记图或距离图中选定感兴趣区域加以深入分析。

关键词: 联机数据挖掘, 数据可视化, 自组织神经网络

Abstract: Interactive visual data mining tools can be used in the data mining process to help users make smart data mining decisions. The goal of the VISMiner,a SOM based prototyped system for interactive visual data mining ,is to integrate data mining with data visualization and on-line analytical processing(OLAP).With VISMiner , users can interactively locate their interested data from SOM's neuron labels or distance graphs for deeper analysis by SOM or other data mining methods.

中图分类号: 

• TP311