节点文献
可视化技术在空间数据挖掘中的应用
Application of Visualization Technology in Spatial Data Mining
【摘要】 在阐述可视化与空间数据挖掘关系的基础上,探讨了可视化在空间数据挖掘过程中应用的各个环节,提出了将具体应用划分为概念层、逻辑层和基础层3个层次。以地质模型数据挖掘为例,对应3个层次阐述了可视化应用的关键技术:地质模型可视化,交互式挖掘与探索性可视化分析。开发了一个原型系统,初步实现了可视化挖掘功能。
【Abstract】 Based on the relation between visualization and spatial data mining,every step about the application of visualization in visual data mining is discussed.Application is divided into three levels:concept level,logistic level and base level.Taking geological model mining as an example,pivotal techniques are brought forward in accordance with the three levels:geological model visualization,interactive data mining and exploratory visual analysis.A prototype system is developed and visual data mining is realized.
【关键词】 可视化;
空间数据挖掘;
人机交互;
探索性可视化分析;
地质模型挖掘;
【Key words】 visualization; spatial data mining; man-machine interaction; exploratory visual analysis; geological model mining;
【Key words】 visualization; spatial data mining; man-machine interaction; exploratory visual analysis; geological model mining;
【基金】 中国科学院知识创新工程基金资助项目(KZCX3-SW-357)
- 【文献出处】 计算机工程 ,Computer Engineering , 编辑部邮箱 ,2007年18期
- 【分类号】P208
- 【被引频次】23
- 【下载频次】788