Social influence and spread dynamics in social networks | |
Zheng, Xiaolong1![]() ![]() ![]() | |
刊名 | FRONTIERS OF COMPUTER SCIENCE
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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. |
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