| 基于机器学习的智能检测在农业信息化中的应用 |
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| 引用本文： | 孙福振,李艳,李业刚.基于机器学习的智能检测在农业信息化中的应用[J].安徽农业科学,2009,37(34):17242-17243. |
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| 作者姓名： | 孙福振 李艳 李业刚 |
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| 作者单位： | 山东理工大学计算机科学与技术学院,山东淄博,255049 |
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| 摘 要： | 分析了基于web的农业信息化建设，提出了在防火墙中实现一个学习模块,并对攻击以及正常网络数据进行收集分析，然后选择属性良好的网络数据作为训练样本，使得防火墙可以对新的流入的数据进行判断和学习，使防火墙向智能化方向发展，有效保障农业信息网络安全。
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| 关 键 词： | 机器学习 决策树 农业信息化 入侵检测 |
Application of Intelligent Detection Technology Based on Machine Learning in Building Agricultural Information |
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| SUN Fu-zhen et al.Application of Intelligent Detection Technology Based on Machine Learning in Building Agricultural Information[J].Journal of Anhui Agricultural Sciences,2009,37(34):17242-17243. |
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| Authors: | SUN Fu-zhen |
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| Institution: | SUN Fu-zhen et al(College of Computer Science , Technology,Sh,ong University of Technology,Zibo,Sh,ong 255049) |
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| Abstract: | The building of agricultural information based on web was analyzed,and realizing a learning module in firewall was put forward.Then collected data from attack and normal network,chose the network data which has better attribute as a training example to realize a learning module.By this learning module the firewall should generate the firewall rules and get learning ability,which will provide effective protection of agricultural information network security. |
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| Keywords: | Machine learning Decision tree Agricultural information Intrusion detection |
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