Bayesian Networks Modeling for Crop Diseases

摘要：

Severe large-scale diseases in agricultural regions have caused significant economic damage. In order to improve crop yields, we develop a framework to predict the occurrence of crop diseases. In the presence of risk and uncertainty, this paper focuses on finding out the best pest control decision-making program which is based on the Bayesian network. The paper describes the flowchart of a Bayesian network and the principles used to calculate the conditional probabilities required in it. The practice proves that BN is an effec-tive tool for crop disease.

关键词： Bayesian network Modeling Crop Diseases Inference

作者: Chunguang Bi Guifen Chen

作者单位: College of Information & Technology, Jilin Agricultural University, Changchun, China

会议类型: 国际会议

会议名称: The 4th IFIP International on Computer and Computing Technologies in Agriculture and the 4th Symposium on Development of Rural Information(第四届国际计算机及计算机技术在农业中的应用研讨会暨第四届中国农业信息化发展论坛 CCTA 2010)

会议地点: 南昌

会议语种:英文

页码: 312-320

在线出版日期: 2010-10-22（万方平台首次上网日期，不代表论文的发表时间）