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
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;
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
DOI :
10.1109/WIIAT.2008.11