Social influence and spread dynamics in social networks

CORC > 自动化研究所 > 中国科学院自动化研究所 > 复杂系统管理与控制国家重点实验室 > 先进控制与自动化团队

	Social influence and spread dynamics in social networks
	Zheng, Xiaolong1 ; Zhong, Yongguang 2; Zeng, Daniel1 ; Wang, Fei-Yue1
刊名	FRONTIERS OF COMPUTER SCIENCE
	2012-10-01
卷号	6 期号:5 页码:611-620
关键词	social networks spread dynamics social influence computational experiment
通讯作者	Fei-Yue Wang
英文摘要	Social networks often serve as a critical medium for information dissemination, diffusion of epidemics, and spread of behavior, by shared activities or similarities between individuals. Recently, we have witnessed an explosion of interest in studying social influence and spread dynamics in social networks. To date, relatively little material has been provided on a comprehensive review in this field. This brief survey addresses this issue. We present the current significant empirical studies on real social systems, including network construction methods, measures of network, and newly empirical results. We then provide a concise description of some related social models from both macro- and micro-level perspectives. Due to the difficulties in combining real data and simulation data for verifying and validating real social systems, we further emphasize the current research results of computational experiments. We hope this paper can provide researchers significant insights into better understanding the characteristics of personal influence and spread patterns in large-scale social systems.
WOS标题词	Science & Technology ; Technology
类目[WOS]	Computer Science, Information Systems ; Computer Science, Software Engineering ; Computer Science, Theory & Methods
研究领域[WOS]	Computer Science
关键词[WOS]	SMALL-WORLD NETWORKS ; COMPLEX NETWORKS ; COMMUNITY STRUCTURE ; COLLECTIVE DYNAMICS ; WEIGHTED NETWORKS ; BEHAVIOR ; EVOLUTION ; DIFFUSION ; MODELS ; CASCADES
收录类别	SCI
语种	英语
WOS记录号	WOS:000309721200012
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/3610]
专题	自动化研究所_复杂系统管理与控制国家重点实验室_先进控制与自动化团队
作者单位	1.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China 2.Qingdao Univ, Dept Management Sci & Engn, Qingdao 266071, Peoples R China
推荐引用方式 GB/T 7714	Zheng, Xiaolong,Zhong, Yongguang,Zeng, Daniel,et al. Social influence and spread dynamics in social networks[J]. FRONTIERS OF COMPUTER SCIENCE,2012,6(5):611-620.
APA	Zheng, Xiaolong,Zhong, Yongguang,Zeng, Daniel,&Wang, Fei-Yue.(2012).Social influence and spread dynamics in social networks.FRONTIERS OF COMPUTER SCIENCE,6(5),611-620.
MLA	Zheng, Xiaolong,et al."Social influence and spread dynamics in social networks".FRONTIERS OF COMPUTER SCIENCE 6.5(2012):611-620.