World Expo 2010 Pavilions Clustering Analysis Based on Self-Organizing Map

doi:10.1007/s11424-015-4167-0

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	World Expo 2010 Pavilions Clustering Analysis Based on Self-Organizing Map
	Li Qianqian 1,2; Gu Jifa 2,3
	2016-08-01
发表期刊	JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY
ISSN	1009-6124
卷号	29 期号:4 页码:1089-1099
摘要	This paper reports the classification of 90 sample pavilions in Shanghai World Expo. An artificial intelligence based nonlinear clustering method known as Self-Organizing Map (SOM) has been used to classify expo pavilions. SOM is an efficient tool for visualization of multidimensional data. To conduct the classification, four characteristics namely Hurst exponent for queue length, Hurst exponent for waiting time, mean queue length and mean waiting time have been applied. The classification results show that Shanghai World Expo pavilions can be optimally classified into four classes. This result will shed light on further studies that how to manage the queue of World Expo pavilions in the future.
关键词	Pavilions clustering self-organizing map World Expo
DOI	10.1007/s11424-015-4167-0
语种	英语
资助项目	973 Research Program[2010CB731500] ; National Natural Science Foundation of China[71403262] ; National Natural Science Foundation of China[91024010] ; National Natural Science Foundation of China[91324009] ; Innovative Team Program[GH13041] ; Major Program of Institute of Policy and Management, Chinese Academy of Sciences[Y201201Z06]
WOS研究方向	Mathematics
WOS类目	Mathematics, Interdisciplinary Applications
WOS记录号	WOS:000384985600013
出版者	SPRINGER HEIDELBERG
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/23983
专题	中国科学院数学与系统科学研究院
通讯作者	Gu Jifa
作者单位	1.Chinese Acad Sci, Inst Policy & Management, Beijing 100190, Peoples R China 2.Chinese Acad Sci, Ctr Interdisciplinary Studies Nat & Social Sci, Beijing 100190, Peoples R China 3.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Li Qianqian,Gu Jifa. World Expo 2010 Pavilions Clustering Analysis Based on Self-Organizing Map[J]. JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY,2016,29(4):1089-1099.
APA	Li Qianqian,&Gu Jifa.(2016).World Expo 2010 Pavilions Clustering Analysis Based on Self-Organizing Map.JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY,29(4),1089-1099.
MLA	Li Qianqian,et al."World Expo 2010 Pavilions Clustering Analysis Based on Self-Organizing Map".JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY 29.4(2016):1089-1099.