Research on information spreading of SISIOIN model in social networks

Fuzhong Nian, Jingru Niu (), Zhugao Feng () and Yi Jia ()
Additional contact information
Fuzhong Nian: School of Computer and Communication, Lanzhou University of Technology, Lanzhou, Gansu 730050, P. R. China
Jingru Niu: School of Computer and Communication, Lanzhou University of Technology, Lanzhou, Gansu 730050, P. R. China
Zhugao Feng: School of Computer and Communication, Lanzhou University of Technology, Lanzhou, Gansu 730050, P. R. China
Yi Jia: School of Computer and Communication, Lanzhou University of Technology, Lanzhou, Gansu 730050, P. R. China

International Journal of Modern Physics C (IJMPC), 2024, vol. 35, issue 09, 1-17

Abstract: This paper focuses on the internal law of online public opinion spreading under the conditions of different types of spreaders by constructing the model of public opinion spreading by subtypes of spreaders. The new SISIOIN model is constructed by abstracting factors such as netizens’ interests, emotions and views on hot events in the Internet into propensity indices. The simulation results show that the spread of public opinion after categorizing netizens is more in line with the spread of public opinion in reality. Moreover, netizens tend to show different spreading behaviors in different public opinion cases, and the degree of change in netizens’ propensity varies greatly. All the data used in the simulation experiments are real data and analyzed with real events. The research results are helpful for what kind of control strategies are adopted after the occurrence of hotspot events.

Keywords: Social networks; propensity index; spreading dynamics; polymorphic spreaders; SI model (search for similar items in EconPapers)
Date: 2024
References: Add references at CitEc
Citations:

Downloads: (external link)
http://www.worldscientific.com/doi/abs/10.1142/S012918312450116X
Access to full text is restricted to subscribers

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:wsi:ijmpcx:v:35:y:2024:i:09:n:s012918312450116x

Ordering information: This journal article can be ordered from

DOI: 10.1142/S012918312450116X

Access Statistics for this article

International Journal of Modern Physics C (IJMPC) is currently edited by H. J. Herrmann

More articles in International Journal of Modern Physics C (IJMPC) from World Scientific Publishing Co. Pte. Ltd.
Bibliographic data for series maintained by Tai Tone Lim ().