Application and Research of Bayesian Network in Data Mining

摘要：

　　Data mining techniques give us a feasible method to deal with great amount of data,which is generated during the software developing.Many methods have been used in data mining,Bayesian networks become a focus currently.It is a powerful tool and can be used to do uncertain inference.Bayesian networks have several advantages for data modeling.This paper mainly discusses the definition and building of Bayesian networks,research software engineer based on data mining,and builder a application model of data mining in software engineer,description detail the core arithmetic of Bayesian network.An instance is presented to indicate the applications of Bayesian network in data mining technology final.The experimentation proves its practicality and availability.

关键词： Data mining Bayesian network software engineer Conditional probability distribution

作者: CuiFang Zheng Long Jiang LiQing Jiang ZhiJie Wu

作者单位: Institute of Computer Application, China Academy of Engineering Physics, Mianyang SichuanP.R.China(621900)

会议类型: 国际会议

会议名称: 2012 2nd international Conference on Materials Science and Information Technology(2012第二届材料科学与信息技术国际会议)(MSIT2012)

会议地点: 西安

会议语种:英文

页码: 738-742

在线出版日期: 2012-08-24（万方平台首次上网日期，不代表论文的发表时间）