BioWar: scalable agent-based model of bioattacks. While structured by social and institutional networks, disease outbreaks are modulated by physical, economical, technological, communication, health, and governmental infrastructures. To systematically reason about the nature of outbreaks, the potential outcomes of media, prophylaxis, and vaccination campaigns, and the relative value of various early warning devices, social context, and infrastructure, must be considered. Numerical models provide a cost-effective ethical system for reasoning about such events. BioWar, a scalable citywide multiagent network numerical model, is described in this paper. BioWar simulates individuals as agents who are embedded in social, health, and professional networks and tracks the incidence of background and maliciously introduced diseases. In addition to epidemiology, BioWar simulates health-care-seeking behaviors, absenteeism patterns, and pharmaceutical purchases, information useful for syndromic and behavioral surveillance algorithms.

References in zbMATH (referenced in 8 articles )

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  1. Lamperti, Francesco; Roventini, Andrea; Sani, Amir: Agent-based model calibration using machine learning surrogates (2018)
  2. Bóta, András; Gardner, Lauren M.; Khani, Alireza: Identifying critical components of a public transit system for outbreak control (2017)
  3. Fajardo, David; Gardner, Lauren M.: Inferring contagion patterns in social contact networks with limited infection data (2013)
  4. Sadik, Sarmad; Rahman, Alade; Ali, Arshad; Ahmad, H. Farooq; Suguri, Hiroki: Modeling high assurance agent-based earthquake management system using formal techniques (2010) ioport
  5. Zhang, Yu; Leezer, Jason: Simulating human-like decisions in a memory-based agent model (2010) ioport
  6. Bauer, Amy L.; Beauchemin, Catherine A. A.; Perelson, Alan S.: Agent-based modeling of host-pathogen systems: The successes and challenges (2009) ioport
  7. Carley, Kathleen M.: Computational modeling for reasoning about the social behavior of humans (2009)
  8. Coen, Corinne: Contrast or assimilation: Choosing camps in simple or realistic modeling (2009)