Investigating the quasi-stationary behavior of other rumor models

The gap

Evidence profile

Sourced from the future-work section and stated research gap of the source papers, classified as general, spanning 3 journals.

Supporting evidence — 5 representative gaps

• Rumor Propagation in Multilingual Environments and Stochastic Dynamics: A Modeling Study Based on Age Structure and Isolation Intervention (2026) · Systems · doi

  Further research on the impact of online media on the spread of rumors, - Investigation of the stochastic persistence of the rumor propagation model, - Analysis of the long-term scale of rumor spreaders among multilingual groups, - Development of strategies for regular supervision and multilingual rumor refutation

  generalfuture-work section
  Keywords: further research impact online media spread rumors investigation
• On quasi-stationary distributions for stochastic rumor models (2026) · Chaos Solitons & Fractals · doi

  The lack of understanding of the quasi-stationary behavior of stochastic rumor processes. The need for a comprehensive analysis of the Maki-Thompson model's long-term behavior before absorption. The gap in the literature regarding the application of quasi-stationary distributions to rumor processes.

  generalstated research gapevidence 5/5
  Keywords: lack understanding quasi-stationary behavior stochastic rumor processes need
• On quasi-stationary distributions for stochastic rumor models (2026) · Chaos Solitons & Fractals · doi

  Investigating the quasi-stationary behavior of other rumor models - Extending the analysis to more complex models, such as the stochastic SIR epidemic model - Comparing the results with empirical data

  generalfuture-work sectionevidence 5/5
  Keywords: investigating quasi-stationary behavior other rumor models extending analysis
• Stochastic Reproduction Number and Ergodicity of a Saturated-Incidence SIHR Rumor Model with Optimal Control (2026) · Mathematics · doi

  The literature has produced strong results on deterministic rumor stability, nonlinear incidence, stochastic epidemic thresholds, stationary distributions, and control, but a rumor-specific framework that combines these ingredients remains comparatively underdeveloped. The main limitation is not the absence of any one ingredient, but the fact that these ingredients are often treated in separate models.

  generalstated research gapevidence 5/5
  Keywords: literature has produced strong results deterministic rumor stability
• Stochastic Reproduction Number and Ergodicity of a Saturated-Incidence SIHR Rumor Model with Optimal Control (2026) · Mathematics · doi

  Developing more complex network models that incorporate multiple populations and heterogeneous structures. Investigating the effects of different intervention strategies on rumor propagation. Examining the role of true-information correction and reaction-diffusion media mechanisms in shaping rumor dynamics.

  generalfuture-work sectionevidence 5/5
  Keywords: developing complex network models incorporate multiple populations heterogeneous

Questions about this gap