CASIA OpenIR  > 学术期刊  > IEEE/CAA Journal of Automatica Sinica
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
Source PublicationIEEE/CAA Journal of Automatica Sinica
ISSN2329-9266
2024
Volume11Issue:5Pages:1175-1189
AbstractPowered 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.
KeywordArtificial society computational experiments model integration operation engine technology integration
DOI10.1109/JAS.2023.123639
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/55707
Collection学术期刊_IEEE/CAA Journal of Automatica Sinica
Recommended Citation
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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