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bounding-misinfo-impact-on-disease-spread

Code repository for the research paper "Modeling the amplification of epidemic spread by individuals exposed to misinformation on social media" by Matthew R. DeVerna, Francesco Pierri, Yong-Yeol Ahn, Santo Fortunato, Alessandro Flammini, and Filippo Menczer.

Read the paper here.

Cite with

@article{DeVerna2024ModelMisinfoDisease,
  author = {DeVerna, Matthew R. and Pierri, Francesco and Ahn, Yong-Yeol and Fortunato, Santo and Flammini, Alessandro and Menczer, Filippo},
  title = {Modeling the amplification of epidemic spread by individuals exposed to misinformation on social media},
  journal = {npj Complexity},
  volume = {2},
  number = {11},
  pages = {1--8},
  year = {2025},
  url = {https://doi.org/10.1038/s44260-025-00038-y}
}

Replication

See each subdirectory below for details on replication.

Directories

  • abm/: code and data related to the agent-based modeling portion of the project
  • mean_field/: code and data related to the mean field modeling portion of the project

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Use ABM and lots of data to bound the impact of misinformation on the spread of disease.

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