Research on information spreading of SISIOIN model in social networks

doi:10.1142/S012918312450116X

IR > 计算机与通信学院

	Research on information spreading of SISIOIN model in social networks
	Nian, Fuzhong; Niu, Jingru; Feng, Zhugao; Jia, Yi
	2024-04-03
在线发表时间	2024-04
发表期刊	INTERNATIONAL JOURNAL OF MODERN PHYSICS C
ISSN	0129-1831
摘要	This paper focuses on the internal law of online public opinion spreading under the conditions of different types of spreaders by constructing the model of public opinion spreading by subtypes of spreaders. The new SISIOIN model is constructed by abstracting factors such as netizens' interests, emotions and views on hot events in the Internet into propensity indices. The simulation results show that the spread of public opinion after categorizing netizens is more in line with the spread of public opinion in reality. Moreover, netizens tend to show different spreading behaviors in different public opinion cases, and the degree of change in netizens' propensity varies greatly. All the data used in the simulation experiments are real data and analyzed with real events. The research results are helpful for what kind of control strategies are adopted after the occurrence of hotspot events.
关键词	Social networks propensity index spreading dynamics polymorphic spreaders SI model
DOI	10.1142/S012918312450116X
收录类别	SCIE
语种	英语
资助项目	National Natural Science Foundation of China [62266030, 61863025]
WOS研究方向	Computer Science ; Physics
WOS类目	Computer Science, Interdisciplinary Applications ; Physics, Mathematical
WOS记录号	WOS:001195784900001
出版者	WORLD SCIENTIFIC PUBL CO PTE LTD
原始文献类型	Article;Early Access
EISSN	1793-6586
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/170178
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, Gansu, 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,Niu, Jingru,Feng, Zhugao,et al. Research on information spreading of SISIOIN model in social networks[J]. INTERNATIONAL JOURNAL OF MODERN PHYSICS C,2024.
APA	Nian, Fuzhong,Niu, Jingru,Feng, Zhugao,&Jia, Yi.(2024).Research on information spreading of SISIOIN model in social networks.INTERNATIONAL JOURNAL OF MODERN PHYSICS C.
MLA	Nian, Fuzhong,et al."Research on information spreading of SISIOIN model in social networks".INTERNATIONAL JOURNAL OF MODERN PHYSICS C (2024).