Information Dissemination Evolution Driven by Hierarchical Relationship
Nian, Fuzhong; Luo, Li; Liu, Xirui
2023-07-18
Early Access Date2023-07
Source PublicationIEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS
ISSN2329-924X
Volume11Issue:2Pages:1967-1978
AbstractThere are hierarchical characteristics in real society, and people are often divided according to social attributes, such as salary and power. In order to better explore the laws of information dissemination in the network of hierarchical characteristics, this article first abstractly defines three ways of dissemination of information in the network of hierarchical structure. Then, the information dissemination model of the hierarchical network is constructed, and the model reflects the characteristics that the low-class people are willing to receive news from the high-class people, while the high-class people are less willing to the news from the low-class people. Finally, both the simulated data and the real data have concluded that the middle class is the most active in the uniformly distributed hierarchical network; while the lower class is more active in the power-law distributed hierarchical network, which promotes the dissemination of news in the hierarchical network.
Keyword~Complex network hierarchy network informa-tion propagation real cases
DOI10.1109/TCSS.2023.3293058
Indexed BySCIE ; EI
Language英语
WOS Research AreaComputer Science
WOS SubjectComputer Science, Cybernetics ; Computer Science, Information Systems
WOS IDWOS:001035911700001
PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
EI Accession Number20233014429302
EI KeywordsInformation dissemination
EI Classification Number461.4 Ergonomics and Human Factors Engineering ; 722 Computer Systems and Equipment ; 903.2 Information Dissemination ; 912.4 Personnel ; 971 Social Sciences
Original literature typeArticle;Early Access
EISSN2329-924X
Citation statistics
Cited Times [WOS]:0   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttps://ir.lut.edu.cn/handle/2XXMBERH/166167
Collection计算机与通信学院
Corresponding AuthorNian, Fuzhong
AffiliationLanzhou Univ Technol, Sch Comp & Commun, Lanzhou 730050, Peoples R China
First Author AffilicationLanzhou University of Technology
Corresponding Author AffilicationLanzhou University of Technology
First Signature AffilicationLanzhou University of Technology
Recommended Citation
GB/T 7714
Nian, Fuzhong,Luo, Li,Liu, Xirui. Information Dissemination Evolution Driven by Hierarchical Relationship[J]. IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS,2023,11(2):1967-1978.
APA Nian, Fuzhong,Luo, Li,&Liu, Xirui.(2023).Information Dissemination Evolution Driven by Hierarchical Relationship.IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS,11(2),1967-1978.
MLA Nian, Fuzhong,et al."Information Dissemination Evolution Driven by Hierarchical Relationship".IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS 11.2(2023):1967-1978.
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