| 一种关联规则挖掘算法及其在医疗信息挖掘中的应用 |
| |
| 引用本文： | 郑传生,蔡伟鸿.一种关联规则挖掘算法及其在医疗信息挖掘中的应用[J].计算机与现代化,2007(7):10-12. |
| |
| 作者姓名： | 郑传生 蔡伟鸿 |
| |
| 作者单位： | 汕头大学计算机系,广东,汕头,515063 |
| |
| 摘 要： | 系统对待挖掘数据进行清理、集成、选择、变换等预处理,构建了待挖掘数据库--病人病症数据库,采用关联分析方法进行基于总结规则的数据挖掘,得到了与某一病症相关的各个症状之间的关联关系,以及各个症状与该病症之间的关联关系,并对结果进行了分析.
|
| 关 键 词： | 数据挖掘 关联规则 Apriori算法 关联关系 规则挖掘算法 信息挖掘 应用 Mining Medical Information Used Algorithm 关联分析方法 结果 相关 数据挖掘 总结规则 病症 病人 数据库 预处理 变换 选择 集成 |
| 文章编号： | 1006-2475（2007）07-0010-03 |
| 收稿时间： | 2006-07-06 |
| 修稿时间： | 2006-07-06 |
An Association Rule Mining Algorithm and Used in Medical Information Mining |
| |
| ZHENG Chuan-sheng,CAI Wei-hong.An Association Rule Mining Algorithm and Used in Medical Information Mining[J].Computer and Modernization,2007(7):10-12. |
| |
| Authors: | ZHENG Chuan-sheng CAI Wei-hong |
| |
| Affiliation: | Department of Computer Science, Shantou University, Shantou 515063, China |
| |
| Abstract: | The system preprocesses the data to be mined by cleaning, integrating, selecting, transforming; constructs databases to be mined patient symptom of disease databases. It uses algorithms of associated analysis to perform data mining based on summarizing rules. It finds the associated relationship among symptoms relating to one disease and alSO the relationship between one disease and its related symptoms. It also analyses the outcomes of the algorithm. |
| |
| Keywords: | data mining association rifles Apriori algorithm |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
