TY - JOUR
T1 - A study on the competitive dissemination of disinformation and knowledge on social media
AU - Wu, YiShu
AU - Wang, Dandan
AU - Ma, Feicheng
PY - 2024/1/2
Y1 - 2024/1/2
N2 - Purpose - The purpose of this study is to explore the evolutionary path and stable strategy for the competitive dissemination between disinformation and knowledge on social media to provide effective solutions to curb the dissemination of disinformation and promote the spread of knowledge. Design/methodology/approach - Based on the social capital (SC) theory, the benefit matrix is constructed and an evolutional game model is established in this paper. Through model solving and Matrix Laboratory (MATLAB) simulation, the factors that influence disinformation-believing users (DUs) and knowledge-believing users (KUs) to choose different strategies are analyzed. Findings - The initial dissemination willingness, the disinformation infection probability, the knowledge infection probability and the knowledge penetration probability are proved to be crucial factors influencing the game equilibrium in the competitive dissemination process of disinformation and knowledge. Moreover, some countermeasures and recommendations for the governance of disinformation are proposed. Originality/value - Currently most research interest lies in the disinformation dissemination model but ignores the interaction between disinformation and knowledge in the diffusion process. This study reveals the dynamic mechanism of social media users disseminating disinformation and knowledge and is expected to promote the formation of cleaner cyberspace.
AB - Purpose - The purpose of this study is to explore the evolutionary path and stable strategy for the competitive dissemination between disinformation and knowledge on social media to provide effective solutions to curb the dissemination of disinformation and promote the spread of knowledge. Design/methodology/approach - Based on the social capital (SC) theory, the benefit matrix is constructed and an evolutional game model is established in this paper. Through model solving and Matrix Laboratory (MATLAB) simulation, the factors that influence disinformation-believing users (DUs) and knowledge-believing users (KUs) to choose different strategies are analyzed. Findings - The initial dissemination willingness, the disinformation infection probability, the knowledge infection probability and the knowledge penetration probability are proved to be crucial factors influencing the game equilibrium in the competitive dissemination process of disinformation and knowledge. Moreover, some countermeasures and recommendations for the governance of disinformation are proposed. Originality/value - Currently most research interest lies in the disinformation dissemination model but ignores the interaction between disinformation and knowledge in the diffusion process. This study reveals the dynamic mechanism of social media users disseminating disinformation and knowledge and is expected to promote the formation of cleaner cyberspace.
KW - Disinformation dissemination
KW - Knowledge dissemination
KW - Evolutionary game
KW - Competitive information
KW - Analog simulation
KW - Dissemination willingness
KW - MATHEMATICAL-THEORY
KW - RUMOR
KW - MODEL
KW - DIFFUSION
KW - SPREAD
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UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-85147357097&origin=recordpage
U2 - 10.1108/AJIM-03-2022-0163
DO - 10.1108/AJIM-03-2022-0163
M3 - RGC 21 - Publication in refereed journal
SN - 2050-3806
VL - 76
SP - 153
EP - 169
JO - Aslib Journal of Information Management
JF - Aslib Journal of Information Management
IS - 1
ER -