Friend circles network: formation and the law of news dissemination

doi:10.1007/s10489-021-02398-z

	Friend circles network: formation and the law of news dissemination
	Nian, Fuzhong 2; Liu, Xirui 1
刊名	APPLIED INTELLIGENCE
	2021-05
卷号	52 期号:1 页码:889-902
关键词	Friend circles Complex networks Communication networks
ISSN号	0924-669X
DOI	10.1007/s10489-021-02398-z
英文摘要	Real social network feature many small groups with information exchange among groups. Groups often overlap with each other, and individuals can be in multiple groups. By simulating the information transmission process in different networks with structural changes, we can obtain a deeper understanding of the attribute characteristics of complex networks and the law of information transmission. Therefore, to study the process of information exchange and dissemination in complex and overlapping group networks, this paper first constructs the friend circles network (FCnet) and then proposes a dynamic information dissemination circle-susceptible-infected-removed (C-SIR) model. In this model, we discuss the extent of interest and impact among neighbours in the same circle and cross circles in FCnet, as well as the scale of imminent connections between circles. The validity and authenticity of the model are verified based on synthetic data and real data, and the conclusion that the C-SIR model can accelerate information propagation, maintain popularity, and expand the infection radius is obtained.
WOS研究方向	Computer Science
语种	英语
出版者	SPRINGER
WOS记录号	WOS:000650122400008
内容类型	期刊论文
源URL	[http://ir.lut.edu.cn/handle/2XXMBERH/148612]
专题	计算机与通信学院
作者单位	1.Lanzhou Univ Technol, Sch Comp & Commun, Lanzhou, Peoples R China 2.Lanzhou Univ Technol, Coll Comp & Commun, Lanzhou 730050, Peoples R China;
推荐引用方式 GB/T 7714	Nian, Fuzhong,Liu, Xirui. Friend circles network: formation and the law of news dissemination[J]. APPLIED INTELLIGENCE,2021,52(1):889-902.
APA	Nian, Fuzhong,&Liu, Xirui.(2021).Friend circles network: formation and the law of news dissemination.APPLIED INTELLIGENCE,52(1),889-902.
MLA	Nian, Fuzhong,et al."Friend circles network: formation and the law of news dissemination".APPLIED INTELLIGENCE 52.1(2021):889-902.