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
ISSN2329-924X
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
DOI10.1109/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
被引频次:10[WOS]   [WOS记录]     [WOS相关记录]
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.
条目包含的文件
条目无相关文件。
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Xue, Xiao]的文章
[Chen, Fangyi]的文章
[Zhou, Deyu]的文章
百度学术
百度学术中相似的文章
[Xue, Xiao]的文章
[Chen, Fangyi]的文章
[Zhou, Deyu]的文章
必应学术
必应学术中相似的文章
[Xue, Xiao]的文章
[Chen, Fangyi]的文章
[Zhou, Deyu]的文章
相关权益政策
暂无数据
收藏/分享
所有评论 (0)
暂无评论
 

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。