| 基于BP神经网络的畜禽疾病诊断专家系统的设计与实现 |
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| 引用本文： | 钟昌乐,钟勇,李宁.基于BP神经网络的畜禽疾病诊断专家系统的设计与实现[J].现代计算机,2010(4):23-26. |
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| 作者姓名： | 钟昌乐 钟勇 李宁 |
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| 作者单位： | 钟昌乐,钟勇(佛山科学技术学院信息与教育技术中心,佛山,528000);李宁(佛山市泰达安全生产事务有限公司,佛山,528000) |
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| 基金项目： | 国家星火计划项目，广东省粤港关键领域重点突破资助项目 |
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| 摘 要： | 针对传统诊断专家系统存在的问题,结合国内外研究现状,采用BP神经网络和Hibernate+GWT+Spring技术设计实现畜禽疾病诊断专家系统,实现畜禽的疾病诊断和防治功能.该系统将BP神经网络应用于畜禽疾病诊断的知识获取与推理中,利用神经网络建立疾病症状与疾病类型之间的非线性关系,实现畜禽疾病的智能诊断模型,并将鸭、猪、猫、鸡等畜禽的疾病诊断与防治进行集成,指导养殖户进行养殖活动.经实践验证和专家评测,具有一定的现实意义和推广价值.
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| 关 键 词： | 专家系统 BP神经网络 畜禽疾病 |
Design and Implementation of Animal Disease Diagnosis Expert System Based on BP Neural Network |
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| ZHONG Chang-le,ZHONG Yong,LI Ning.Design and Implementation of Animal Disease Diagnosis Expert System Based on BP Neural Network[J].Modem Computer,2010(4):23-26. |
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| Authors: | ZHONG Chang-le ZHONG Yong LI Ning |
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| Affiliation: | ZHONG Chang-le1,ZHONG Yong1,LI Ning2(1.Information , Educational Technology Center,Foshan University,Foshan 528000,2.Taida Safety Produce Routine Co.,Ltd,Foshan 528000) |
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| Abstract: | Aiming at the existing problems of traditional diagnosis,unifies the present research situation of domestic and foreign,uses BP neural network and Hibernate+GWT+Spring technologies,estab-lishes an animal disease diagnosis expert system,and achieves the functions of disease diagnose and prevention.Makes use of neural networks to build the nonlinearity relation between the disease symptom and the disease type,realizes an intelligence diagnosing of animal disease model,integrates the diagnosis and prevention o... |
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| Keywords: | Spring GWT |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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