Bayesian Networks Modeling for Crop Diseases

被引：0

作者：

Bi, Chunguang ^{[1
]}

Chen, Guifen ^{[1
]}

机构：

[1] Jilin Agr Univ, Coll Informat & Technol, Changchun, Peoples R China

来源：

COMPUTER AND COMPUTING TECHNOLOGIES IN AGRICULTURE IV, PT 1 | 2011年 / 344卷

关键词：

Bayesian network; Modeling; Crop Diseases; Inference;

D O I：

暂无

中图分类号：

S [农业科学];

学科分类号：

09 ;

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 effective tool for crop disease.

引用

页码：312 / 320

页数：9