Social balance in signed networks
Zheng, Xiaolong1,2,3; Zeng, Daniel1,2; Wang, Fei-Yue1,2
2015-10-01
发表期刊INFORMATION SYSTEMS FRONTIERS
卷号17期号:5页码:1077-1095
文章类型Article
摘要The theory of social balance, also called structural balance, is first proposed by Heider in 1940s, which is utilized to describe the potential social dynamics process. This theory is of great importance in sociology, computer science, psychology and other disciplines where social systems can be represented as signed networks. The social balance problem is hard but very interesting. It has attracted many researchers from various fields working on it over the past few years. Many significant theories and approaches have been developed and now exhibit tremendous potential for future applications. A comprehensive review of these existing studies can provide us significant insights into understanding the dynamic patterns of social systems. Yet to our investigation, existing studies have not done this, especially from a dynamical perspective. In this paper, we make an attempt towards conducting a brief survey of these scientific activities on social balance. Our efforts aim to review what has been done so far in this evolving area. We firstly introduce the fundamental concepts and significant properties of social balance. Then we summarize the existing balance measures and present detecting/partitioning algorithms, as well as important empirical investigations in both physical world and cyberspace. We next mainly focus on describing and comparing the fundamental mechanisms of the dynamics models. Several existing problems not yet satisfactorily solved in this area are also discussed.
关键词Social Balance Signed Networks Empirical Study Dynamicsmodel
WOS标题词Science & Technology ; Technology
DOI10.1007/s10796-014-9483-8
关键词[WOS]STRUCTURAL BALANCE ; COMPLEX NETWORKS ; HEIDER BALANCE ; COGNITIVE ORGANIZATION ; SOCIOMETRIC TRIADS ; SPIN-GLASSES ; DYNAMICS ; GRAPHS ; MODEL ; PERSPECTIVE
收录类别SCI ; SSCi
语种英语
WOS研究方向Computer Science
WOS类目Computer Science, Information Systems ; Computer Science, Theory & Methods
WOS记录号WOS:000361523800009
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/9009
专题复杂系统管理与控制国家重点实验室_互联网大数据与信息安全
作者单位1.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
2.Chinese Acad Sci, Cloud Comp Ind Technol Innovat & Incubat Ctr, Dongguan 523808, Peoples R China
3.Univ Arizona, Dept Management Informat Syst, Tucson, AZ 85719 USA
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Zheng, Xiaolong,Zeng, Daniel,Wang, Fei-Yue. Social balance in signed networks[J]. INFORMATION SYSTEMS FRONTIERS,2015,17(5):1077-1095.
APA Zheng, Xiaolong,Zeng, Daniel,&Wang, Fei-Yue.(2015).Social balance in signed networks.INFORMATION SYSTEMS FRONTIERS,17(5),1077-1095.
MLA Zheng, Xiaolong,et al."Social balance in signed networks".INFORMATION SYSTEMS FRONTIERS 17.5(2015):1077-1095.
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