C4.5算法在物联网系统中的应用

Data Mining in Poultry Farming System

在家禽养殖系统中,主要的是对家禽的生长环境,例如温度,湿度,各种气体的浓度进行实时的监控,对家禽的生长状况进行及时的记录,以确保给家禽的生长提供一个适宜的环境。与此同时,还应对系统进行进一步的养殖策略的优化支持,这就需要将数据挖掘技术应用到家禽养殖系统中去,利用现有观测到的环境数据,从中挖掘出潜在的规则知识,找到适宜家禽生长的环境判定规则。比较数据挖掘中的各种算法来看,C4.5算法最适合应用到本系统中去,对挖掘潜在的规则信息提供了技术上的支持。

In the poultry farming system, the importance is to monitor the growth environment, for example, temperature,humidity,density of all kinds of gas,and so on.We also should record the growth conditions of poultries in time.All above is to make sure that provide a appropriate environment for the poultries.we also can provide a furthered optimized support of the farming strategy.At the same time,It needs to use the data mining technology into the poultry farming system,then use existing environmental data to excavate the potential rules.So far can we find the determining rules which fit the growth of the poultries.Comparing with all kinds of algorithms of data mining,the algorithm of C4.5 is the best for this system.It provides the technologic supports to excavate the potential rules.