Computational Experiments for Complex Social Systems--Part I: The Customization of Computational Model | |
Xue, Xiao1; Chen, Fangyi1; Zhou, Deyu2; Wang, Xiao3; Lu, Min1; Wang, Fei-Yue3 | |
发表期刊 | IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS |
ISSN | 2329-924X |
2021-11-12 | |
页码 | 15 |
通讯作者 | Xue, Xiao(jzxuexiao@tju.edu.cn) |
摘要 | Computational experiments have emerged as a new method for quantitative analysis of complex social systems. It has been applied to many interdisciplinary research fields, such as economics, finance, and epidemiology. Though the representation form of computational experiments is relatively flexible, the real system is more complex. Therefore, it is important to seek a balance between the flexibility of computational modeling and the credibility of conclusion. This article proposes a customized design framework for computational experiment models, so as to meet the diverse application demands of computational experiments in different fields. Finally, this article outlines some typical applications of computational experiments to provide a roadmap for its rapid development and widespread application. |
关键词 | Computational modeling Complex systems Analytical models Tools Adaptation models Standards Solid modeling Artificial society computational experiments computational model customized design framework |
DOI | 10.1109/TCSS.2021.3125287 |
关键词[WOS] | AGENT-BASED MODEL ; DYNAMICS |
收录类别 | SCI |
语种 | 英语 |
资助项目 | National Key Research and Development Program of China[2017YFB1401200] ; National Natural Science Foundation of China[61972276] ; National Natural Science Foundation of China[61832014] ; National Natural Science Foundation of China[62032016] ; Open Research Fund of The State Key Laboratory for Management and Control of Complex Systems[20210101] ; Shandong Key Laboratory of Intelligent Buildings Technology[SDIBT202001] |
项目资助者 | National Key Research and Development Program of China ; National Natural Science Foundation of China ; Open Research Fund of The State Key Laboratory for Management and Control of Complex Systems ; Shandong Key Laboratory of Intelligent Buildings Technology |
WOS研究方向 | Computer Science |
WOS类目 | Computer Science, Cybernetics ; Computer Science, Information Systems |
WOS记录号 | WOS:000732089100001 |
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/173211/46933 |
专题 | 复杂系统管理与控制国家重点实验室_平行智能技术与系统团队 |
通讯作者 | Xue, Xiao |
作者单位 | 1.Tianjin Univ, Coll Intelligence & Comp, Tianjin 454000, Peoples R China 2.China Univ Geosci, Sch Informat Engn, Beijing 100083, Peoples R China 3.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100080, Peoples R China |
推荐引用方式 GB/T 7714 | Xue, Xiao,Chen, Fangyi,Zhou, Deyu,et al. Computational Experiments for Complex Social Systems--Part I: The Customization of Computational Model[J]. IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS,2021:15. |
APA | Xue, Xiao,Chen, Fangyi,Zhou, Deyu,Wang, Xiao,Lu, Min,&Wang, Fei-Yue.(2021).Computational Experiments for Complex Social Systems--Part I: The Customization of Computational Model.IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS,15. |
MLA | Xue, Xiao,et al."Computational Experiments for Complex Social Systems--Part I: The Customization of Computational Model".IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS (2021):15. |
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