Research on the Model and Pattern of Community Opinion Dis-Semination Regarding Coal Mines

Kai Yu, Zhaoxiang Mu and Jifeng Lu ()
Additional contact information
Kai Yu: College of Safety and Environmental Engineering, Shandong University of Science and Technology, Qingdao 266590, China
Zhaoxiang Mu: College of Safety and Environmental Engineering, Shandong University of Science and Technology, Qingdao 266590, China
Jifeng Lu: College of Safety and Environmental Engineering, Shandong University of Science and Technology, Qingdao 266590, China

Mathematics, 2024, vol. 12, issue 24, 1-20

Abstract: Residents of coal mining communities include both coal mine workers and local residents, making the guidance of public opinion essential for maintaining social stability in such communities. Therefore, this paper utilizes an improved word2Vec model to extract factors influencing public opinion from a large number of accident cases. It then develops a coal mining community public opinion dissemination model based on game theory, focusing on two groups: official media and opinion leaders. By integrating cellular automata (CA) and agent-based modeling, this study examines the dissemination patterns of public opinion in coal mining communities. The simulation results and practical applications indicate that public opinion in coal mining communities spreads rapidly and can be effectively shaped. Positive guidance from official media plays a crucial role in directing public opinion. However, as interactions evolve, public opinion dynamics may become less favorable. Strengthening the intensity of positive guidance from official media further enhances its ability to shape and influence public opinion in coal mining communities. This research provides a novel perspective and methodology for studying community safety management, offering significant theoretical and practical implications.

Keywords: public opinion dissemination; game theory; coal mining communities; data mining; agent (search for similar items in EconPapers)
JEL-codes: C (search for similar items in EconPapers)
Date: 2024
References: View references in EconPapers View complete reference list from CitEc
Citations:

Downloads: (external link)
https://www.mdpi.com/2227-7390/12/24/3914/pdf (application/pdf)
https://www.mdpi.com/2227-7390/12/24/3914/ (text/html)

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:gam:jmathe:v:12:y:2024:i:24:p:3914-:d:1541792

Access Statistics for this article

Mathematics is currently edited by Ms. Emma He

More articles in Mathematics from MDPI
Bibliographic data for series maintained by MDPI Indexing Manager ().