Computational Experiments for Complex Social Systems: Integrated Design of Experiment System
文献类型：期刊论文
| 作者 | Xiao Xue; Xiangning Yu; Deyu Zhou; Xiao Wang ; Chongke Bi; Shufang Wang; Fei-Yue Wang
|
| 刊名 | IEEE/CAA Journal of Automatica Sinica
 |
| 出版日期 | 2024 |
| 卷号 | 11期号:5页码:1175-1189 |
| 关键词 | Artificial society computational experiments model integration operation engine technology integration |
| ISSN号 | 2329-9266 |
| DOI | 10.1109/JAS.2023.123639 |
| 英文摘要 | 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. |
| 源URL | [http://ir.ia.ac.cn/handle/173211/55707]  |
| 专题 | 自动化研究所_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. |
入库方式： OAI收割
来源：自动化研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。