RESEARCH ON THE APPLICATION OF BAYESIAN NETWORK IN AGRICULTURE INTELLIGENT SYSTEM

摘要：

Bayesian network is a strong tool for uncertain knowledge representation and inference. This article mainly introduce some technology and methods about Bayesian network based intelligent system.In the construction of Bayesian network, divorcing technology and noisy-or technology was used. In the inference of Bayesian network, VE algorithm and sampling algorithm are introduced.Finally, bayesian network construction component and inference component are developed. Then a expert system about cow disease diagnosis was constructed based on the two component.

关键词： Bayesian network construction inference intelligent agriculture

作者: Guifen Chen Helong Yu

作者单位: Information Technology Institute, Jilin Agriculture University, Changchun, 130118, China

会议类型: 国际会议

会议名称: 第三届智能化农业信息技术国际学术会议(The 3rd International Symposium on Intelligent Information Technology in Agriculture)(ISIITA)

会议地点: 北京

会议语种:英文

页码: 280-284

在线出版日期: 2005-10-14（万方平台首次上网日期，不代表论文的发表时间）