Two-Stage Information Spreading Evolution on the Control Role of Announcements

doi:10.1109/TCSS.2024.3367385

IR > 计算机与通信学院

	Two-Stage Information Spreading Evolution on the Control Role of Announcements
	Ren, Jinhu; Nian, Fuzhong; Yang, Xiaochen
	2024-03-12
在线发表时间	2024-03
发表期刊	IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS
ISSN	2329-924X
页码	1-11
摘要	Modern social media networks have become an important platform for information competition among countries, regions, companies, and other parties. This article utilizes the research method of spread dynamics to investigate the influence of the control role of announcements in social networks on the spreading process. This article distinguishes two spreading phases using the authentication intervention as a boundary: the unconfirmed spreading phase and the confirmed spreading phase. Based on the actual rules of spreading in online social networks, two kinds of verification results are defined: true information and false information. The two-stage information spreading dynamics model is developed to analyze the changes in spreading effects due to different validation results. The impact of the intervention time on the overall spread process is analyzed by combining important control factors such as response cost and time sensitivity. The validity of the model is verified by comparing the model simulation results with real cases and the adaptive capacity experiments. This work is analyzed and visualized from multiple perspectives, providing more quantitative results. The research content will provide a scientific basis for the intervention behavior of information management control by relevant departments or authorities.
关键词	Complex systems network optimization and control opinion dynamics social network dynamics
DOI	10.1109/TCSS.2024.3367385
收录类别	SCIE ; EI
语种	英语
资助项目	National NaturalScience Foundation of China [62266030, 61863025]
WOS研究方向	Computer Science
WOS类目	Computer Science, Cybernetics ; Computer Science, Information Systems
WOS记录号	WOS:001185927700001
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
EI入藏号	20241215762275
EI主题词	Process control
EI分类号	461.4 Ergonomics and Human Factors Engineering ; 723 Computer Software, Data Handling and Applications ; 723.2 Data Processing and Image Processing ; 961 Systems Science ; 971 Social Sciences
原始文献类型	Article;Early Access
EISSN	2329-924X
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/170174
专题	计算机与通信学院
通讯作者	Nian, Fuzhong
作者单位	Lanzhou Univ Technol, Coll Comp & Commun, Lanzhou 730050, Peoples R China
第一作者单位	计算机与通信学院
通讯作者单位	计算机与通信学院
第一作者的第一单位	计算机与通信学院
推荐引用方式 GB/T 7714	Ren, Jinhu,Nian, Fuzhong,Yang, Xiaochen. Two-Stage Information Spreading Evolution on the Control Role of Announcements[J]. IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS,2024:1-11.
APA	Ren, Jinhu,Nian, Fuzhong,&Yang, Xiaochen.(2024).Two-Stage Information Spreading Evolution on the Control Role of Announcements.IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS,1-11.
MLA	Ren, Jinhu,et al."Two-Stage Information Spreading Evolution on the Control Role of Announcements".IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS (2024):1-11.