Analysis of Cyber Interactive Behaviors Using Artificial Community and Computational Experiments
Wang, Xiao1,2; Zheng, Xinhu3; Zhang, Xinzhan4; Zeng, Ke1; Wang, Fei-Yue1,2
2017-06-01
发表期刊IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS
卷号47期号:6页码:995-1006
文章类型Article
摘要An artificial community is constructed for studying cyber interactive behavior of message publishing by considering impacts from individual's psychological state and social environment. The bottom-up multiagent approach is applied to model the interactions between individuals, and the evolution and organization of collective cyber behaviors. The cyber message publishing behaviors in response to online topics is demonstrated in the artificial community, where each agent perceives the state of the topics and make decisions to operate on specific themes with particular message publishing mechanisms. The mechanisms are designed in line with the analysis of statistical results of 10 years data from Tianya. cn, which are further validated through the artificial community using computational experimental leverages. Experimental results illuminate that the individual's post publishing behavior is dominated by agent's psychological states, while the comment publishing behavior is more susceptible to the agent's social environment expressing the collective efforts of topics and other agents in the community. The artificial community has been used to test the impact of several factors (e.g., individual's psychological state, number of initial agents, and number of new added agents) to individual's message publishing mechanism and to cyber collective behavior patterns. It provides a software-defined social laboratory for social and cyber behavior studies with computational experimental measures.
关键词Artificial Community Computational Experiments Cyber Interactive Behavior Message Publishing Mechanisms Multiagent-based Modeling (Mam)
WOS标题词Science & Technology ; Technology
DOI10.1109/TSMC.2016.2615130
关键词[WOS]SOCIAL NETWORKS ; MULTIAGENT PERSPECTIVE ; DYNAMICS ; DIFFUSION
收录类别SCI
语种英语
项目资助者Key Projects of the National Natural Science Foundation of China (NNSFC)(71232006 ; General Program of NNSFC(71472174) ; 61233001 ; 61533019)
WOS研究方向Automation & Control Systems ; Computer Science
WOS类目Automation & Control Systems ; Computer Science, Cybernetics
WOS记录号WOS:000401949500010
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/15127
专题复杂系统管理与控制国家重点实验室_先进控制与自动化
作者单位1.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
2.Qingdao Acad Intelligent Ind, Qingdao 266109, Shandong, Peoples R China
3.Univ Minnesota, Dept Comp Sci & Engn, Minneapolis, MN 55455 USA
4.Xi An Jiao Tong Univ, Sch Software Engn, Xian, Peoples R China
推荐引用方式
GB/T 7714
Wang, Xiao,Zheng, Xinhu,Zhang, Xinzhan,et al. Analysis of Cyber Interactive Behaviors Using Artificial Community and Computational Experiments[J]. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,2017,47(6):995-1006.
APA Wang, Xiao,Zheng, Xinhu,Zhang, Xinzhan,Zeng, Ke,&Wang, Fei-Yue.(2017).Analysis of Cyber Interactive Behaviors Using Artificial Community and Computational Experiments.IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,47(6),995-1006.
MLA Wang, Xiao,et al."Analysis of Cyber Interactive Behaviors Using Artificial Community and Computational Experiments".IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS 47.6(2017):995-1006.
条目包含的文件 下载所有文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可
Analysis of Cyber In(2130KB)期刊论文作者接受稿开放获取CC BY-NC-SA浏览 下载
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
[Wang, Xiao]的文章
[Zheng, Xinhu]的文章
[Zhang, Xinzhan]的文章
百度学术
百度学术中相似的文章
[Wang, Xiao]的文章
[Zheng, Xinhu]的文章
[Zhang, Xinzhan]的文章
必应学术
必应学术中相似的文章
[Wang, Xiao]的文章
[Zheng, Xinhu]的文章
[Zhang, Xinzhan]的文章
相关权益政策
暂无数据
收藏/分享
文件名: Analysis of Cyber Interactive Behaviors Using Artificial Community and Computational Experiments.pdf
格式: Adobe PDF
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。