Semantic linking through spaces for cyber-physical-socio intelligence: A methodology

doi:10.1016/j.artint.2010.09.009

	Semantic linking through spaces for cyber-physical-socio intelligence: A methodology
	Zhuge, Hai
	2011-04-01
发表期刊	ARTIFICIAL INTELLIGENCE
ISSN	0004-3702
卷号	175 期号:5-6 页码:988-1019
摘要	Humans consciously and subconsciously establish various links, emerge semantic images and reason in mind, learn linking effect and rules, select linked individuals to interact, and form closed loops through links while co-experiencing in multiple spaces in lifetime. Machines are limited in these abilities although various graph-based models have been used to link resources in the cyber space. The following are fundamental limitations of machine intelligence: (1) machines know few links and rules in the physical space, physiological space, psychological space, socio space and mental space, so it is not realistic to expect machines to discover laws and solve problems in these spaces; and, (2) machines can only process pre-designed algorithms and data structures in the cyber space. They are limited in ability to go beyond the cyber space, to learn linking rules, to know the effect of linking, and to explain computing results according to physical, physiological, psychological and socio laws. Linking various spaces will create a complex space - the Cyber-Physical-Physiological-Psychological-Socio-Mental Environment (CPSME)-S-3. Diverse spaces will emerge, evolve, compete and cooperate with each other to extend machine intelligence and human intelligence. From multi-disciplinary perspective, this paper reviews previous ideas on various links, introduces the concept of cyber-physical society, proposes the ideal of the (CPSME)-S-3 including its definition, characteristics, and multi-disciplinary revolution, and explores the methodology of linking through spaces for cyberphysical-socio intelligence. The methodology includes new models, principles, mechanisms, scientific issues, and philosophical explanation. The (CPSME)-S-3 aims at an ideal environment for humans to live and work. Exploration will go beyond previous ideals on intelligence and computing. (C) 2011 Elsevier B.V. All rights reserved.
关键词	Cyber-physical society Cyber-physical-socio intelligence Cyber-physical system Complex intelligence Future interconnection environment Interactive semantics Resource space model Semantic link network
DOI	10.1016/j.artint.2010.09.009
收录类别	SCI
语种	英语
资助项目	National Science Foundation of China[61075074] ; National Basic Research Program of China[2003CB317001]
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence
WOS记录号	WOS:000289818600006
出版者	ELSEVIER SCIENCE BV
引用统计	被引频次：161[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/12651
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Zhuge, Hai
作者单位	Chinese Acad Sci, Inst Comp Technol, Key Lab Intelligent Informat Proc, Cyber Phys Socio Knowledge Grid Res Grp, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Zhuge, Hai. Semantic linking through spaces for cyber-physical-socio intelligence: A methodology[J]. ARTIFICIAL INTELLIGENCE,2011,175(5-6):988-1019.
APA	Zhuge, Hai.(2011).Semantic linking through spaces for cyber-physical-socio intelligence: A methodology.ARTIFICIAL INTELLIGENCE,175(5-6),988-1019.
MLA	Zhuge, Hai."Semantic linking through spaces for cyber-physical-socio intelligence: A methodology".ARTIFICIAL INTELLIGENCE 175.5-6(2011):988-1019.