Year: 2026
Type: article
Abstract: In this paper, we investigate optimal strategies to contain the spread of misinformation by incorporating debunking and prebunking actions into an SEIR-type model for fake news dynamics. Both interventions are modeled as control functions acting on different mechanisms of the system, and finite-horizon optimal control problems are proposed and reformulated through Pontryagin’s Minimum Principle. Numerical simulations explore linear and quadratic operational cost functions and compare the efficiency of the two strategies under different initial conditions. Results show that debunking is more effective in scenarios with high initial spread of misinformation, while prebunking performs better when the initial infodemic is limited. The study highlights that a universal optimal strategy over a finite time horizon cannot be identified and suggests that a combined approach is preferable for effective misinformation mitigation.
Source: Ricerche di Matematica
Institutions: University of Pavia, University of Naples Federico II
Language: English
Subfield: Sociology and Political Science
Field: Social Sciences
Domain: Social Sciences
Open Access status: hybrid
Estimated APC paid: $3,190
OpenAlex ID: W7162103552