The Rise and Fall of Ideas' Popularity
In the dynamic landscape of contemporary society, the popularity of ideas, opinions, and interests fluctuates rapidly. Traditional dynamical models in social sciences often fail to capture this inherent volatility, attributing changes to exogenous shocks rather than intrinsic features of the system....
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Zusammenfassung: | In the dynamic landscape of contemporary society, the popularity of ideas,
opinions, and interests fluctuates rapidly. Traditional dynamical models in
social sciences often fail to capture this inherent volatility, attributing
changes to exogenous shocks rather than intrinsic features of the system. This
paper introduces a novel, tractable model that simulates the natural rise and
fall of ideas' popularity, offering a more accurate representation of
real-world dynamics. Building upon the SIRS (Susceptible, Infectious,
Recovered, Susceptible) epidemiological model, we incorporate a feedback
mechanism that allows the recovery rate to vary dynamically based on the
current state of the system. This modification reflects the cyclical nature of
idea adoption and abandonment, driven by social saturation and renewed
interest. Our model successfully captures the rapid and recurrent shifts in
popularity, providing valuable insights into the mechanisms behind these
fluctuations. This approach offers a robust framework for studying the
diffusion dynamics of popular ideas, with potential applications across various
fields such as marketing, technology adoption, and political movements. |
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DOI: | 10.48550/arxiv.2411.18541 |