Research on Information Dissemination Based on Propensity Index

doi:10.1007/s11277-023-10820-7

IR > 计算机与通信学院

	Research on Information Dissemination Based on Propensity Index
	Nian, Fuzhong; Feng, Zhugao
	2024-01-28
在线发表时间	2024-01
发表期刊	WIRELESS PERSONAL COMMUNICATIONS
ISSN	0929-6212
摘要	This paper analyses the characteristics and laws of information dissemination in social networks, proposes a propensity index based on the propensity of individuals in the network to spread information about events, and studies the influence of the propensity index on information spreading. This study is based on a scale-free network and takes the SI model as the base model and improves it. The experimental results show that the propagation process and infection density of information is affected by the propensity index, and the stronger the individual's propensity for information spreading, the larger the propensity index owned, which promotes the propagation of information. Moreover, the information spreading model based on propensity index is more in line with the reality of information spreading.
关键词	Propensity index Complex network Propagation dynamics Scale-free network
DOI	10.1007/s11277-023-10820-7
收录类别	SCIE ; EI
语种	英语
WOS研究方向	Telecommunications
WOS类目	Telecommunications
WOS记录号	WOS:001150287500001
出版者	SPRINGER
EI入藏号	20240515465507
EI主题词	Complex networks
EI分类号	722 Computer Systems and Equipment ; 903.2 Information Dissemination
原始文献类型	Article;Early Access
EISSN	1572-834X
引用统计	无
文献类型	期刊论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/169537
专题	计算机与通信学院
通讯作者	Nian, Fuzhong
作者单位	Lanzhou Univ Technol, Sch Comp & Commun, Lanzhou 730050, Peoples R China
第一作者单位	兰州理工大学
通讯作者单位	兰州理工大学
第一作者的第一单位	兰州理工大学
推荐引用方式 GB/T 7714	Nian, Fuzhong,Feng, Zhugao. Research on Information Dissemination Based on Propensity Index[J]. WIRELESS PERSONAL COMMUNICATIONS,2024.
APA	Nian, Fuzhong,&Feng, Zhugao.(2024).Research on Information Dissemination Based on Propensity Index.WIRELESS PERSONAL COMMUNICATIONS.
MLA	Nian, Fuzhong,et al."Research on Information Dissemination Based on Propensity Index".WIRELESS PERSONAL COMMUNICATIONS (2024).