Computational Experiments for Complex Social Systems: Integrated Design of Experiment System

doi:10.1109/JAS.2023.123639

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	Computational Experiments for Complex Social Systems: Integrated Design of Experiment System
	Xiao Xue; Xiangning Yu; Deyu Zhou; Xiao Wang; Chongke Bi; Shufang Wang; Fei-Yue Wang
发表期刊	IEEE/CAA Journal of Automatica Sinica
ISSN	2329-9266
	2024
卷号	11 期号:5 页码:1175-1189
通讯作者	Xue, Xiao(jzxuexiao@tju.edu.cn)
摘要	Powered by advanced information industry and intelligent technology, more and more complex systems are exhibiting characteristics of the cyber-physical-social systems (CPSS). And human factors have become crucial in the operations of complex social systems. Traditional mechanical analysis and social simulations alone are powerless for analyzing complex social systems. Against this backdrop, computational experiments have emerged as a new method for quantitative analysis of complex social systems by combining social simulation (e.g., ABM), complexity science, and domain knowledge. However, in the process of applying computational experiments, the construction of experiment system not only considers a large number of artificial society models, but also involves a large amount of data and knowledge. As a result, how to integrate various data, model and knowledge to achieve a running experiment system has become a key challenge. This paper proposes an integrated design framework of computational experiment system, which is composed of four parts: generation of digital subject, generation of digital object, design of operation engine, and construction of experiment system. Finally, this paper outlines a typical case study of coal mine emergency management to verify the validity of the proposed framework.
关键词	Artificial society computational experiments model integration operation engine technology integration
DOI	10.1109/JAS.2023.123639
关键词[WOS]	MODELS
收录类别	SCI
语种	英语
资助项目	National Key Research and Development Program of China
项目资助者	National Key Research and Development Program of China
WOS研究方向	Automation & Control Systems
WOS类目	Automation & Control Systems
WOS记录号	WOS:001205344800017
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/55707
专题	学术期刊_IEEE/CAA Journal of Automatica Sinica
推荐引用方式 GB/T 7714	Xiao Xue,Xiangning Yu,Deyu Zhou,et al. Computational Experiments for Complex Social Systems: Integrated Design of Experiment System[J]. IEEE/CAA Journal of Automatica Sinica,2024,11(5):1175-1189.
APA	Xiao Xue.,Xiangning Yu.,Deyu Zhou.,Xiao Wang.,Chongke Bi.,...&Fei-Yue Wang.(2024).Computational Experiments for Complex Social Systems: Integrated Design of Experiment System.IEEE/CAA Journal of Automatica Sinica,11(5),1175-1189.
MLA	Xiao Xue,et al."Computational Experiments for Complex Social Systems: Integrated Design of Experiment System".IEEE/CAA Journal of Automatica Sinica 11.5(2024):1175-1189.

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