物联网与数据挖掘云服务  

The Internet of things and the data mining cloud service

作　　者：何清[1] 

机构地区：[1]中国科学院计算技术研究所智能信息处理重点实验室,北京100190

出　　处：《智能系统学报》2012年第3期189-194,共6页CAAI Transactions on Intelligent Systems

基　　金：国家自然科学基金资助项目(60933004,60975039,61175052,61035003,61072085);国家“863”计划资助项目(2012AA011003)

摘　　要：物联网与云计算是目前信息技术的研究热点,探讨数据挖掘在其中扮演的角色,以及与这2项技术相结合的方式.分析了数据挖掘在物联网中的地位和作用,指出了云计算是物联网的基石,剖析了分布式数据挖掘与并行数据挖掘的异同,说明了物联网中数据挖掘服务的提供方式.The Internet of things and cloud computing are a hot topic in the field of information technology.Their roles in the application of data mining,their combination,and technologies of data mining were discussed in this paper.Moreover,the status and role of data mining in the Internet of Things were analyzed;it was pointed out that cloud computing is the cornerstone of the Internet of Things.Additionally,the similarities and differences of distributed data mining and parallel data mining were analyzed.Lastly,a way to offer the data mining service in the Internet of Things was described.

关 键 词：物联网 云计算 数据挖掘 云服务 

分 类 号：TP311.13[自动化与计算机技术—计算机软件与理论]