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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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bounding-misinfo-impact-on-disease-spread

Code repository for the research paper "Modeling the amplification of epidemic spread by misinformed populations" by Matthew R. DeVerna, Francesco Pierri, Yong-Yeol Ahn, Santo Fortunato, Alessandro Flammini, and Filippo Menczer.

Read the paper on arXiv.

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 misinformed populations}},
  journal = {arXiv},
  year    = {2024},
  url     = {https://arxiv.org/abs/2402.11351}
}

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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