摘要
阐述关联规则、人工神经网络、决策树和聚类分析4种数据挖掘方法在医学领域的应用情况,运用SWOT分析法,得出各方法的优势及劣势、面临的机会及威胁并做出策略分析。指出4种数据挖掘方法的适用范围和协同应用情况,对方法的应用选取提出建议。
The paper elaborates the application status of four data mining methods in the medical field,including the association rules,artificial neural networks,decision trees and clustering analysis.It utilizes SWOT method to analyze the data mining methods from the perspectives of strengths,weaknesses,opportunities,threats and makes strategic analysis.The application scope and the synergy of the four data mining methods are pointed out,suggestions on the selection of data mining methods are put forward.
出处
《医学信息学杂志》
CAS
2015年第1期53-57,共5页
Journal of Medical Informatics
基金
吉林大学基本科研业务种子基金项目"面向知识服务的领域多维知识库构建研究"(项目编号:2014ZZ026)
关键词
数据挖掘
关联规则
人工神经网络
决策树
聚类分析
SWOT分析
Data mining
Association rules
Artificial neural networks
Decision tree
Clustering analysis
SWOT analysis
