Activity of nodes reshapes the critical threshold of spreading dynamics in complex networks

Physica A: Statistical Mechanics and its Applications

Volumn 432, Issue , 2015, Pages 269-278

  Liu, Chen ^a   Zhou, Li Xin ^a   Fan, Chong Jun ^a   Huo, Liang An ^a   Tian, Zhan Wei ^b  

^a UNIVERSITY OF SHANGHAI FOR SCIENCE AND TECHNOLOGY   (China)

^b NORTHEAST AGRICULTURAL UNIVERSITY   (China)

Author keywords

Complex networks; Critical threshold; Node activity; Spreading dynamics

Indexed keywords

DYNAMIC MODELS; DYNAMICS; NUMERICAL MODELS;

COMBINED EFFECT; CRITICAL ACTIVITIES; CRITICAL PHENOMENON; CRITICAL THRESHOLD; ECONOMICAL METHODS; INFECTION RATES; MEAN FIELD APPROACH; SPREADING DYNAMICS;

COMPLEX NETWORKS;

EID: 84927155695     PISSN: 03784371     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.physa.2015.03.054     Document Type: Article

References (33)

1. Y. Moreno, M. Nekovee, and A.F. Pacheco Dynamics of rumor spreading in complex networks Phys. Rev. E 69 2004 066130 10.1103/PhysRevE.69.066130
2. M. Nekovee, Y. Moreno, G. Bianconi, and M. Marsili Theory of rumour spreading in complex social networks Physica A 374 1 2007 457 470 10.1016/j.physa.2006.07.017
3. M.E.J. Newman Spread of epidemic disease on networks Phys. Rev. E 66 2002 016128 10.1103/PhysRevE.66.016128
4. X. Guardiola, A. Daz-Guilera, C.J. Pérez, A. Arenas, and M. Llas Modeling diffusion of innovations in a social network Phys. Rev. E 66 2002 026121 10.1103/PhysRevE.66.026121
5. D. Centola The spread of behavior in an online social network experiment Science 329 5996 2010 1194 1197 10.1126/science.1185231
6. S. Aral, and D. Walker Creating social contagion through viral product design: A randomized trial of peer influence in networks Manag. Sci. 57 9 2011 1623 1639 10.1287/mnsc.1110.1421
7. W.O. Kermack, and A.G. McKendrick A contribution to the mathematical theory of epidemics Proc. R. Soc. Lond. Ser. A 115 772 1927 700 721 10.1098/rspa.1927.0118
8. R. Pastor-Satorras, C. Castellano, P.V. Mieghem, A. Vespignani, Epidemic processes in complex networks, arXiv:1408.2701. URL: http://arxiv.org/abs/1408.2701.
9. R. Pastor-Satorras, and A. Vespignani Epidemic spreading in scale-free networks Phys. Rev. Lett. 86 2001 3200 3203 10.1103/PhysRevLett.86.3200
10. R. Pastor-Satorras, and A. Vespignani Epidemic dynamics and endemic states in complex networks Phys. Rev. E 63 2001 066117 10.1103/PhysRevE.63.066117
11. R. Pastor-Satorras, and A. Vespignani Epidemic dynamics in finite size scale-free networks Phys. Rev. E 65 2002 035108 10.1103/PhysRevE.65.035108
12. M. Boguñá, R. Pastor-Satorras, and A. Vespignani Absence of epidemic threshold in scale-free networks with degree correlations Phys. Rev. Lett. 90 2003 028701 10.1103/PhysRevLett.90.028701
13. Y. Moreno, J.B. Gómez, and A.F. Pacheco Epidemic incidence in correlated complex networks Phys. Rev. E 68 2003 035103 10.1103/PhysRevE.68.035103
14. V.M. Eguluz, and K. Klemm Epidemic threshold in structured scale-free networks Phys. Rev. Lett. 89 2002 108701 10.1103/PhysRevLett.89.108701
15. Z. Liu, and B. Hu Epidemic spreading in community networks Europhys. Lett 72 2 2005 315 10.1209/epl/i2004-10550-5
16. W.-P. Guo, X. Li, and X.-F. Wang Epidemics and immunization on Euclidean distance preferred small-world networks Physica A 380 2007 684 690 10.1016/j.physa.2007.03.007
17. D. Zanette, and S. Risau-Gusmn Infection spreading in a population with evolving contacts J. Biol. Phys. 34 1-2 2008 135 148 10.1007/s10867-008-9060-9
18. L.B. Shaw, and I.B. Schwartz Fluctuating epidemics on adaptive networks Phys. Rev. E 77 2008 066101 10.1103/PhysRevE.77.066101
19. J. Zhou, G. Xiao, S.A. Cheong, X. Fu, L. Wong, S. Ma, and T.H. Cheng Epidemic reemergence in adaptive complex networks Phys. Rev. E 85 2012 036107 10.1103/PhysRevE.85.036107
20. C.T. Bauch, and A.P. Galvani Social factors in epidemiology Science 342 2013 47 49 10.1126/science.1244492
21. C. Granell, S. Gómez, and A. Arenas Dynamical interplay between awareness and epidemic spreading in multiplex networks Phys. Rev. Lett. 111 2013 128701 10.1103/PhysRevLett.111.128701
22. S. Boccaletti, G. Bianconi, R. Criado, C. del Genio, J. Gmez-Gardees, M. Romance, I. Sendia-Nadal, Z. Wang, and M. Zanin The structure and dynamics of multilayer networks Phys. Rep. 544 1 2014 1 122 10.1016/j.physrep.2014.07.001
23. A.-L. Barabsi The origin of bursts and heavy tails in human dynamics Nature 435 7039 2005 207 211 10.1038/nature03459
24. A. Vazquez, B. Rácz, A. Lukács, and A.-L. Barabási Impact of non-Poissonian activity patterns on spreading processes Phys. Rev. Lett. 98 2007 158702 10.1103/PhysRevLett.98.158702
25. J.L. Iribarren, and E. Moro Impact of human activity patterns on the dynamics of information diffusion Phys. Rev. Lett. 103 2009 038702 10.1103/PhysRevLett.103.038702
26. M. Karsai, M. Kivelä, R.K. Pan, K. Kaski, J. Kertész, A.-L. Barabási, and J. Saramäki Small but slow world: How network topology and burstiness slow down spreading Phys. Rev. E 83 2011 025102 10.1103/PhysRevE.83.025102
27. B. Min, K.-I. Goh, and A. Vazquez Spreading dynamics following bursty human activity patterns Phys. Rev. E 83 2011 036102 10.1103/PhysRevE.83.036102
28. N. Perra, B. Gonalves, R. Pastor-Satorras, and A. Vespignani Activity driven modeling of time varying networks Sci. Rep. 2 2012 469 10.1038/srep00469
29. S. Liu, N. Perra, M. Karsai, and A. Vespignani Controlling contagion processes in activity driven networks Phys. Rev. Lett. 112 2014 118702 10.1103/PhysRevLett.112.118702
30. A. Rizzo, M. Frasca, and M. Porfiri Effect of individual behavior on epidemic spreading in activity-driven networks Phys. Rev. E 90 2014 042801 10.1103/PhysRevE.90.042801
31. R. Pastor-Satorras, and A. Vespignani Evolution and Structure of the Internet: A Statistical Physics Approach 2004 Cambridge University Press New York, NY, USA
32. R. Cohen, S. Havlin, and D. ben Avraham Efficient immunization strategies for computer networks and populations Phys. Rev. Lett. 91 2003 247901 10.1103/PhysRevLett.91.247901
33. D. Centola, and M. Macy Complex contagions and the weakness of long ties Am. J. Sociol. 113 3 2007 702 734 10.1086/521848