• DocumentCode
    480779
  • Title

    Epidemic Dynamics and Thresholds in Agent-Based Simulations under Realistic Resources and Cost Conditions

  • Author

    Tsai, Yu-Shiuan ; Sun, Chuen-Tsai ; Huang, Chung-Yuan

  • Author_Institution
    Dept. of Comput. Sci., Nat. Chiao Tung Univ., Hsinchu
  • Volume
    2
  • fYear
    2008
  • fDate
    9-12 Dec. 2008
  • Firstpage
    65
  • Lastpage
    70
  • Abstract
    Critical threshold is one of the most important epidemiological indicators of whether or not an epidemic outbreak has occurred. Recent studies have been overly focused on ways that the power-law connectivity distribution features of social networks affect epidemic dynamics and spreading situations. Two important factors have been overlooked as a result: resource limitations and transmission costs associated with face-to-face interactions and daily contact. Our two main findings are: (a) a significant critical threshold does exist when resources and costs are taken into consideration, and that threshold has a lower bound whenever contagion events occur in scale-free social networks; and (b) the spread of epidemics in scale-free social networks remains controllable as long as resources are properly restricted and consumed costs in the form of public health strategies are significantly increased.
  • Keywords
    diseases; health care; medical computing; social networking (online); software agents; agent-based simulations; cost conditions; critical threshold; epidemic dynamics; epidemiological indicators; face-to-face interactions; public health strategies; realistic resources; scale-free social networks; Analytical models; Computational modeling; Computer science; Computer simulation; Costs; Diseases; Intelligent agent; Power engineering and energy; Public healthcare; Social network services; critical threshold; effective spreading rate; resources constraints; scale-free networks; transmission costs;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Web Intelligence and Intelligent Agent Technology, 2008. WI-IAT '08. IEEE/WIC/ACM International Conference on
  • Conference_Location
    Sydney, NSW
  • Print_ISBN
    978-0-7695-3496-1
  • Type

    conf

  • DOI
    10.1109/WIIAT.2008.11
  • Filename
    4740597