The Role of Community Mixing Styles in Shaping Epidemic Behaviors in Weighted Networks

PLoS ONE

Volumn 8, Issue 2, 2013, Pages

  Min, Yong ^a,b   Jin, Xiaogang ^c   Ge, Ying ^b   Chang, Jie ^b  

^a ZHEJIANG UNIVERSITY OF TECHNOLOGY   (China)

^b ZHEJIANG UNIVERSITY   (China)

^c ZHEJIANG UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; COMMUNITY DYNAMICS; COMMUNITY STRUCTURE; DISEASE TRANSMISSION; EPIDEMIC; IMMUNIZATION; MATHEMATICAL ANALYSIS; METAPOPULATION; POPULATION DYNAMICS; PROBABILITY; SIMULATION; SOCIAL BEHAVIOR;

ALGORITHMS; COMMUNICABLE DISEASES; COMPUTER SIMULATION; EPIDEMICS; HUMANS; MODELS, STATISTICAL; PUBLIC HEALTH SURVEILLANCE; RESIDENCE CHARACTERISTICS;

EID: 84874228477     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0057100     Document Type: Article

References (34)

1. Keeling MJ, Eames KT, (2005) Networks and epidemic models. J R Soc Interface 2: 295-307.
2. Vespignani A, (2012) Modelling dynamical processes in complex socio-technical systems. Nat Phys 8: 32-39.
3. Pastor-Satorras R, Vespignani A, (2001) Epidemic Spreading in Scale-Free Networks. Phys Rev Lett 86: 3200.
4. Newman MEJ, (2002) Spread of epidemic disease on networks. Phys Rev E 66: 016128.
5. Colizza V, Barrat A, Barthélemy M, Vespignani A, (2006) The role of the airline transportation network in the prediction and predictability of global epidemics. Proc Natl Acad Sci U S A 103: 2015-2020.
6. Balcan D, Colizza V, Gonçalves B, Hu H, Ramasco JJ, et al. (2009) Multiscale mobility networks and the spatial spreading of infectious diseases. Proc Natl Acad Sci U S A 106: 21484-21489.
7. Rocha LEC, Liljeros F, Holme P, (2010) Information dynamics shape the sexual networks of Internet-mediated prostitution. Proc Natl Acad Sci U S A 107: 5706-5711.
8. Smieszek T, Fiebig L, Scholz RW, (2009) Models of epidemics: when contact repetition and clustering should be included. Theor Biol Med Model 6: 11.
9. Girvan M, Newman MEJ, (2002) Community structure in social and biological networks. Proc Natl Acad Sci U S A 99: 7821-7826.
10. Kumpula JM, Onnela J-P, Saramäki J, Kaski K, Kertész J, (2007) Emergence of Communities in Weighted Networks. Phys Rev Lett 99: 228701.
11. Santo F, (2010) Community detection in graphs. Phys Rep 486: 75-174.
12. Newman MEJ, (2012) Communities, modules and large-scale structure in networks. Nat Phys 8: 25-31.
13. Liu Z, Hu B, (2005) Epidemic spreading in community networks. Europhys Lett 72: 315-321.
14. Salathé M, Jones JH, (2010) Dynamics and Control of Diseases in Networks with Community Structure. PLoS Comput Biol 6: e1000736.
15. Colizza V, Vespignani A, (2007) Invasion Threshold in Heterogeneous Metapopulation Networks. Phys Rev Lett 99: 148701.
16. Chu X, Guan J, Zhang Z, Zhou S, (2009) Epidemic spreading in weighted scale-free networks with community structure. J Stat Mech 7: P07043.
17. Kiss IZ, Green DM, Kao RR, (2008) The effect of network mixing patterns on epidemic dynamics and the efficacy of disease contact tracing. J R Soc Interface 5: 791-799.
18. Min Y, Chang J, Jin X, Zhong Y, Ge Y (2011) The role of vegetables trade network in global epidemics. arXiv 11101724.
19. Pastor-Satorras R, Vespignani A, (2002) Epidemic dynamics in finite size scale-free networks. Phys Rev E 65: 035108.
20. Newman MEJ, (2003) The structure and function of complex networks. SIAM Rev 45: 167-256.
21. Newman MEJ, Girvan M, (2004) Finding and evaluating community structure in networks. Phys Rev E 69: 026113.
22. Albert R, Jeong H, Barabasi A-L, (2000) Error and attack tolerance of complex networks. Nature 406: 378-382.
23. Restrepo JG, Ott E, Hunt BR, (2006) Characterizing the Dynamical Importance of Network Nodes and Links. Phys Rev Lett 97: 094102.
24. Rosvall M, Bergstrom CT, (2008) Maps of random walks on complex networks reveal community structure. Proc Natl Acad Sci U S A 105: 1118-1123.
25. Guimerà R, Mossa S, Turtschi A, Amaral LAN, (2005) The worldwide air transportation network: Anomalous centrality, community structure, and cities' global roles. Proc Natl Acad Sci U S A 102: 7794-7799.
26. May R, McLean A (2007) Theoretical Ecology: Principles and Applications, 3rd edn. New York: Oxford University Press.
27. Vazquez A, (2007) Epidemic outbreaks on structured populations. J Theor Biol 245: 125-129.
28. Clauset A, (2005) Finding local community structure in networks. Phys Rev E 72: 026132.
29. Vespignani A, (2008) Reaction-diffusion processes and epidemic metapopulation models in complex networks. Eur Phys J B 64: 5.
30. Masuda N, (2010) Effects of diffusion rates on epidemic spreads in metapopulation networks. New J Phys 12: 093009.
31. Bajardi P, Poletto C, Ramasco JJ, Tizzoni M, Colizza V, et al. (2011) Human Mobility Networks, Travel Restrictions, and the Global Spread of 2009 H1N1 Pandemic. PLoS ONE 6: e16591.
32. Balcan D, Vespignani A, (2011) Phase transitions in contagion processes mediated by recurrent mobility patterns. Nat Phys 7: 581-586.
33. Palla G, Derenyi I, Farkas I, Vicsek T, (2005) Uncovering the overlapping community structure of complex networks in nature and society. Nature 435: 814-818.
34. Chen J, Zhang H, Guan Z-H, Li T, (2012) Epidemic spreading on networks with overlapping community structure. Physica A 391: 1848-1854.