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云计算中的群体智能与不确定性知识表示
引用本文:刘玉超,张海粟,马于涛,李德毅,陈桂生.云计算中的群体智能与不确定性知识表示[J].中国通信学报,2011,8(6):58-66.
作者姓名:刘玉超  张海粟  马于涛  李德毅  陈桂生
摘    要:

收稿时间:2011-11-23;

Collective Intelligence and Uncertain Knowledge Representation in Cloud Computing
Liu Yuchao,Zhang Haisu,Ma Yutao,Li Deyi,Chen Guisheng.Collective Intelligence and Uncertain Knowledge Representation in Cloud Computing[J].China communications magazine,2011,8(6):58-66.
Authors:Liu Yuchao    Zhang Haisu  Ma Yutao    Li Deyi  Chen Guisheng
Affiliation:1Department of Computer Science and Technology, Tsinghua University, Beijing 100084, P.R.China 2Institute of Electronic System Engineering, Beijing 100141,P.R.China 3College of Command Automation, PLA University of Science and Technology, Nanjing 210007, P.R.China 4State Key Lab Software Engineering,Wuhan University, Wuhan 430072, P.R.China
Abstract:The lasting evolution of computing environment, software engineering and interaction methods leads to cloud computing. Cloud computing changes the configuration mode of resources on the Internet and all kinds of resources are virtualized and provided as services. Mass participation and online interaction with social annotations become usual in human daily life. People who own similar interests on the Internet may cluster naturally into scalable and boundless communities and collective intelligence will emerge. Human is taken as an intelligent computing factor, and uncertainty becomes a basic property in cloud computing. Virtualization, soft computing and granular computing will become essential features of cloud computing. Compared with the engineering technological problems of IaaS (Infrastructure as a service), PaaS (Platform as a Service) and SaaS (Software as a Service), collective intelligence and uncertain knowledge representation will be more important frontiers in cloud computing for researchers within the community of intelligence science.
Keywords:collective intelligence  social annotation  common sense  uncertain knowledge representation  
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