数据挖掘与辅助决策在物联网中的应用研究  

Application Research of Data Mining and Aided Decision Supporting in Internet of Things

作　　者：赵京胜[1] 张鹏[1] 

机构地区：[1]青岛理工大学通信与电子工程学院山东青岛266033

出　　处：《信息技术与信息化》2012年第4期80-84,共5页Information Technology and Informatization

摘　　要：物联网作为新一代信息技术的重要组成部分,其发展备受关注。文章分析了物联网关键技术,融合数据挖掘和决策支持系统,结合应用实际,构建了一种基于物联网的数据挖掘和决策支持系统模型DDSBI(Data-mining and Decision-supporting System Based on Internet-of-things)。在某超市应用中,针对信息提取,数据挖掘实施和辅助决策进行了较为深入的研究与探讨,并建立模拟仿真系统对模型的有效性进行了验证。Internet of things,as an important component of the new generation of information technology,whose development drew great attention.This paper analyzed the key technology of Internet of things,which fused data mining and decision supporting system,combined with the actual application requirements,it creates a Data-mining and Decision-supporting System DDSBI model that based on Internet-of-things.In some supermarket applications,a more in-depth discussion and research is taken for information extraction,data mining implementation and aided decision making,by using the simulation system,undertakes test and verifies to the effectiveness of the model.

关 键 词：物联网 数据挖掘 决策支持系统 

分 类 号：TP391.44[自动化与计算机技术—计算机应用技术] TN929.5[自动化与计算机技术—计算机科学与技术]