Friend circles network: formation and the law of news dissemination | |
Nian, Fuzhong2; Liu, Xirui1 | |
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. |
个性服务 |
查看访问统计 |
相关权益政策 |
暂无数据 |
收藏/分享 |
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。
修改评论