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

文献类型：期刊论文

作者Zhuge, Hai
刊名ARTIFICIAL INTELLIGENCE
出版日期2011-04-01
卷号175期号:5-6页码:988-1019
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
ISSN号0004-3702
DOI10.1016/j.artint.2010.09.009
英文摘要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.
资助项目National Science Foundation of China[61075074] ; National Basic Research Program of China[2003CB317001]
WOS研究方向Computer Science
语种英语
WOS记录号WOS:000289818600006
出版者ELSEVIER SCIENCE BV
源URL[http://119.78.100.204/handle/2XEOYT63/12650]  
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.

入库方式： OAI收割

来源：计算技术研究所

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