JOURNAL ARTICLE
AN EVOLUTIONARY MODEL OF SOCIAL NETWORK STRUCTURE DRIVEN BY INFORMATION INTERACTION.
Published In: Advances in Complex Systems, 2023, v. 26, n. 4/5. P. 1 1 of 3
Database: Academic Search Ultimate 2 of 3
Authored By: NIAN, FUZHONG; ZHOU, JIANJIAN; QIAN, YINUO 3 of 3
Abstract
The interaction of information and the evolution of network structure are inseparable. In order to construct social network evolution and information propagation models that better fit real-world scenarios, this paper proposes a social network structure evolution model driven by changes in the strength of relationships between individuals through their information interactions with each other. During the evolution process of the network, information interaction between individuals is also influenced by the network structure. Therefore, we improve traditional propagation models and construct an information propagation model with dynamic propagation rates. The proposed model is used to simulate both the spread of information and the evolution of network structures in real social networks. Finally, simulation results are compared to real-world data, demonstrating the effectiveness and rationality of the proposed model. [ABSTRACT FROM AUTHOR]
Additional Information
- Source:Advances in Complex Systems. 2023/06, Vol. 26, Issue 4/5, p1
- Document Type:Article
- Subject Area:Social Sciences and Humanities
- Publication Date:2023
- ISSN:0219-5259
- DOI:10.1142/S0219525923500108
- Accession Number:174292506
- Copyright Statement:Copyright of Advances in Complex Systems is the property of World Scientific Publishing Company and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
Looking to go deeper into this topic? Look for more articles on EBSCOhost.