A study on the propagation of online public opinion by internet water army

doi:10.1007/s13278-023-01182-w

IR > 计算机与通信学院

	A study on the propagation of online public opinion by internet water army
	Nian, Fuzhong1 ; Wang, Chongpei 1; Zhang, Duan 1; Dang, Zhongkai 2
	2024-01-17
发表期刊	SOCIAL NETWORK ANALYSIS AND MINING
ISSN	1869-5450
卷号	14 期号:1
摘要	In the dissemination of information on the internet, internet water armies have gradually become an important influencing factor in the direction of public opinion. This paper takes Weibo as the research background, obtains real data, establishes a communication dynamics model, and quantitatively researches the influence of internet water armies on the dissemination of public opinion in social networks. Firstly, this paper obtains real hot events in Weibo, analyzes the number of retweets and comments under the same hot topics, and finds the users of the internet water armies. Secondly, this paper establishes a new social network SIwIcS propagation model based on the propagation mechanism among users in Weibo, combining with the SIS infectious disease model, and introducing the impulse effect, the heat effect, and the herd effect, to realize the research of public opinion propagation in Weibo. After that, the SIwIcS propagation model is applied to small-world and scale-free networks to simulate the propagation of public opinion in social networks and analyze the influence of internet water armies on the propagation. The experimental results summarize the influence of network water armies on the propagation of public opinion. Finally, the acquisition of real data is utilized to verify the rationality and validity of the model. This paper quantitatively considers the driving nature of internet water armies on the trend of public opinion in the communication dynamics model, which provides a reasonable decision-making basis for the dissemination and control of public opinion in social networks and has important theoretical and practical significance.
关键词	Internet water army Online public opinion Information dissemination model Online social network
DOI	10.1007/s13278-023-01182-w
收录类别	ESCI ; EI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Information Systems
WOS记录号	WOS:001143352900001
出版者	SPRINGER WIEN
EI入藏号	20240315407532
EI主题词	Social networking (online)
EI分类号	461.4 Ergonomics and Human Factors Engineering ; 723 Computer Software, Data Handling and Applications ; 901.4 Impact of Technology on Society ; 903.2 Information Dissemination ; 912.2 Management ; 971 Social Sciences
原始文献类型	Article
EISSN	1869-5469
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/169529
专题	计算机与通信学院
通讯作者	Nian, Fuzhong
作者单位	1.Lanzhou Univ Technol, Sch Comp & Commun, Lanzhou 730050, Peoples R China; 2.Natl Comp Network Emergency Response Tech Team & C, Beijing 100083, 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,Wang, Chongpei,Zhang, Duan,et al. A study on the propagation of online public opinion by internet water army[J]. SOCIAL NETWORK ANALYSIS AND MINING,2024,14(1).
APA	Nian, Fuzhong,Wang, Chongpei,Zhang, Duan,&Dang, Zhongkai.(2024).A study on the propagation of online public opinion by internet water army.SOCIAL NETWORK ANALYSIS AND MINING,14(1).
MLA	Nian, Fuzhong,et al."A study on the propagation of online public opinion by internet water army".SOCIAL NETWORK ANALYSIS AND MINING 14.1(2024).