Risk perception and disease spread on social networks

Procedia Computer Science

Volumn 1, Issue 1, 2010, Pages 2345-2354

  Kitchovitch, Stephan ^a   Liò, Pietro ^a  

^a UNIVERSITY OF CAMBRIDGE   (United Kingdom)

Author keywords

Barab si Albert model; Disease dynamics; Epidemiological modeling; Risk perception; Scale free networks

Indexed keywords

BEHAVIORAL RESEARCH; COMPLEX NETWORKS; EPIDEMIOLOGY;

DISEASE DYNAMICS; DISEASE OUTBREAKS; DISEASE SPREAD; EPIDEMIOLOGICAL MODELING; HUMAN BEHAVIORS; HUMAN BEING;

RISK PERCEPTION;

EID: 78650258499     PISSN: None     EISSN: 18770509     Source Type: Conference Proceeding    
DOI: 10.1016/j.procs.2010.04.264     Document Type: Conference Paper

References (30)

1. H.W. Hethcote, The Mathematics of Infectious Diseases, SIAM Review 42, 599 (2000).
2. M.J. Keeling and K.T.D. Eames, Networks and epidemic models, J.R. Soc. Interface 2, 295, (2005).
3. P. Erdös and A. Rényi, On random graphs, Publ. Math 6, 290 (1959).
4. D.J. Watts and S.H. Strogatz, Collective dynamics of 'small-world' networks, Nature 393, 440 (1998).
5. A. Barabási and R. Albert, The emergence of scaling in random networks, Science 286, 509 (1999).
6. R. Pastor-Satorras and A. Vespignani, Epidemic spreading in Scale-Free Networks, Phys. Rev. Lett. 86, 3200 (2001).
7. R. Pastor-Satorras and A. Vespignani, Epidemic dynamics and endemic states in complex networks, Phys. Rev. E 63, 066117 (2001).
8. R. Pastor-Satorras and A. Vespignani, Immunization of complex networks, Phys. Rev. E 65, 036104 (2002).
9. R.M. May and A.L. Lloyd, Infection dynamics on scale-free networks, Phys. Rev. E 64, 066112 (2001).
10. A. Schneeberger et al, Scale-Free Networks and Sexually Transmitted Diseases, Sexually Transmitted Diseases 31, 380 (2004).
11. R. Albert and A. Barabási, Statistical mechanics of complex networks, Rev. Mod. Phys. 74, 47 (2002).
12. S.S. Eubank et al, Modelling disease outbreaks in realistic urban social networks, Nature 429, 180 (2004).
13. E. Massad et al, Scale-free network of a dengue epidemic, Applied Mathematics and Computation 195, 376 (2008).
14. N. Ferguson, Capturing human behaviour, Nature 446, 733 (2007).
15. E. Klein et al. Economic incentives and mathematical models of disease, Environment and Development Economics 12, 707 (2007).
16. A. Perisic and C.T. Bauch, Social Contact Networks and Disease Eradicability under Voluntary Vaccination, PLoS Comput Biol 5(2) (2009).
17. S.Funk et al, The spread of awareness and its impact on epidemic outbreaks, Proc. Natl. Acad. Sci. USA 106, 6872 (2009).
18. L. Sguanci et al, The Influence of Risk Perception in Epidemics: A Cellular Agent Model, LNCS 4173, 321 (2006).
19. F. Bagnoli et al, Risk perception in epidemic modeling, Phys. Rev. E 76, 61904 (2007).
20. C. Piccardi and R, Casagrandi, Inefficient epidemic spreading in scale-free networks, Phys. Rev. E 77, 026113 (2008).
21. A. Barabási et al, Mean-field theory for scale-free random networks, Physica A 272, 173 (1999).
22. S. Boccaletti et al, Complex networks: structure and dynamics, Physics Reports 424, 175 (2006).
23. R. Olinky and L. Stone, Unexpected epidemic thresholds in heterogeneous networks: The role of disease transmission, Phys. Rev. E 70, 030902(R) (2004).
24. N.A. Christakis and J.H. Fowler, Social network visualization in epidemiology, Norsk Epidemiologi 19, 5 (2009).
25. J.H. Fowler et al, Model of genetic variation in human social networks, Proc. Natl. Acad. Sci. USA 106, 1720 (2009).
26. R.M. Anderson and R.M. May, Infectious diseases of humans: Dynamics and Control, Oxford Univ. Press, New York (1991).
27. E.F. Keller, Revisiting "scale-free" networks, BioEssays 27, 1060 (2005).
28. P.S. Bearman et al, Chains of affection: The Structure of Adolescent Romantic and Sexual Networks, AJS 110, 44 (2004).
29. S. Helleringer and H. Kohler, Sexual network structure and the spread of HIV in Africa: evidence from Likoma Island, Malawi, AIDS 21, 2332 (2007).
30. M.E.J. Newman, Spread of epidemic disease on networks, Phys. Rev. E 66, 016128 (2002).