节点文献
数据挖掘技术在健康管理系统中的应用
Technology of Data Mining in Healthcare Management System
【摘要】 该文研究了基于决策树的ID3算法,针对ID3算法应用在健康管理系统中存在的问题,提出了一个改进的算法,并利用改进算法对居民健康档案数据进行慢性病诱因的数据挖掘,挖掘结果证明,改进算法的决策树在健康管理系统中的数据挖掘是有效的。
【Abstract】 In this paper, ID3 Algorithm based on Decision Tree is researched. The paper proposes an improved algorithm that aims at the problems of ID3 algorithm applied in healthcare management system.Data mining for Residents’ Healthcare Record Data with the improved ID3 Algorithm to analysis the cause of chronic disease is proved that the Decision Tree with improved algorithm is effective to the data mining in Healthcare Management System.
【关键词】 数据挖掘;
ID3算法;
改进的ID3算法;
慢性病;
【Key words】 Data Mining; ID3 Algorithm; Improved ID3 Algorithm; Chronic Disease;
【Key words】 Data Mining; ID3 Algorithm; Improved ID3 Algorithm; Chronic Disease;
- 【文献出处】 微型电脑应用 ,Microcomputer Applications , 编辑部邮箱 ,2010年01期
- 【分类号】TP311.13
- 【被引频次】8
- 【下载频次】383