Immunization strategies for epidemic processes in time-varying contact networks

Journal of Theoretical Biology

Volumn 337, Issue , 2013, Pages 89-100

  Starnini, Michele ^a   Machens, Anna ^b,c   Cattuto, Ciro ^d   Barrat, Alain ^b,c,d   Pastor Satorras, Romualdo ^a  

^a UNIVERSITAT POLITÈCNICA DE CATALUNYA   (Spain)

^b CENTRE DE PHYSIQUE THÉORIQUE   (France)

^c UNIVERSITÉ DE TOULON   (France)

^d ISI FOUNDATION   (Italy)

Author keywords

Epidemic spreading; Immunization strategies; Time varying contact networks

Indexed keywords

DISEASE SPREAD; EFFICIENCY MEASUREMENT; EPIDEMIC; IMMUNIZATION; TIME DEPENDENT BEHAVIOR;

ARTICLE; CLINICAL PROTOCOL; CONTROLLED STUDY; CORRELATION ANALYSIS; DISEASE TRANSMISSION; EPIDEMIC; IMMUNIZATION; INFORMATION; PERFORMANCE; PRIORITY JOURNAL; RANDOMIZATION; SIMULATION; TEMPORAL NETWORK; TRAINING;

EPIDEMIC SPREADING; IMMUNIZATION STRATEGIES; TIME-VARYING CONTACT NETWORKS;

COMMUNICABLE DISEASES; EPIDEMICS; HUMANS; IMMUNIZATION; MODELS, BIOLOGICAL; NUMERICAL ANALYSIS, COMPUTER-ASSISTED; TIME FACTORS;

EID: 84883690910     PISSN: 00225193     EISSN: 10958541     Source Type: Journal    
DOI: 10.1016/j.jtbi.2013.07.004     Document Type: Article

References (47)

1. Anderson R.M., May R.M. Infectious Diseases in Humans 1992, Oxford University Press, Oxford.
2. Bajardi P., Barrat A., Savini L., Colizza V. Optimizing surveillance for livestock disease spreading through animal movements. J. R. Soc. Interface 2012, 9:2814-2825.
3. Barabási A. The origin of bursts and heavy tails in human dynamics. Nature 2005, 435:207-211.
4. Baronchelli A., Díaz-Guilera A. Consensus in networks of mobile communicating agents. Phys. Rev. E 2012, 85:016113.
5. Cattuto C., van den Broeck W., Barrat A., Colizza V., Pinton J.F., Vespignani A. Dynamics of person-to-person interactions from distributed RFID sensor networks. PLoS ONE 2010, 5:e11596.
6. Cohen R., Havlin S., ben Avraham D. Efficient immunization strategies for computer networks and populations. Phys. Rev. Lett. 2003, 91:247901.
7. Fujiwara N., Kurths J., Díaz-Guilera A. Synchronization in networks of mobile oscillators. Phys. Rev. E 2011, 83:025101.
8. Gautreau A., Barrat A., Barthélemy M. Microdynamics in stationary complex networks. Proceedings of the National Academy of Sciences 2009, 106:8847-8852.
9. Hill S., Braha D. A dynamic model of time-dependent complex networks. Phys. Rev. E 2010, 82:046105.
10. Holme P. Network reachability of real-world contact sequences. Phys. Rev. E 2005, 71:046119.
11. Holme, P., 2013. Epidemiologically optimal static networks from temporal network data. Preprint . http://arxiv:1302.0692.
12. Holme P., Kim B.J., Yoon C.N., Han S.K. Attack vulnerability of complex networks. Phys. Rev. E 2002, 65:056109.
13. Holme P., Saramäki J. Temporal networks. Phys. Reports 2012, 519:97-125.
14. Hui, P., Chaintreau, A., Scott, J., Gass, R., Crowcroft, J., Diot, C., 2005. Pocket switched networks and human mobility in conference environments. In: WDTN '05: Proceedings of the 2005 ACM SIGCOMM Workshop on Delay-tolerant Networking. ACM, New York, NY, USA. pp. 244-251.
15. Isella L., Stehlé J., Barrat A., Cattuto C., Pinton J.F., VandenBroeck W. What's in a crowd? Analysis of face-to-face behavioral networks. J. Theor. Biol. 2011, 271:166.
16. Karsai M., Kivelä M., Pan R.K., Kaski K., Kertész J., Barabási A.L., Saramäki J. Small but slow world. how network topology and burstiness slow down spreading. Phys. Rev. E 2011, 83:025102.
17. Keeling M.J., Eames K.T.D. Networks and epidemic models. J. R. Soc. Interface 2005, 2:295-307.
18. Keeling M.J., Rohani P. Modeling Infectious Diseases in Humans and Animals 2008, Princeton University Press, Princeton, NJ.
19. Kivela M., KumarPan R., Kaski K., Kertesz J., Saramaki J., Karsai M. Multiscale analysis of spreading in a large communication network. J. Stat. Mech. 2012, P03005.
20. Kostakos V. Temporal graphs. Phys. A. Stat. Mech. Appl. 2009, 388:1007-1023.
21. Lee S., Rocha L.E.C., Liljeros F., Holme P. Exploiting temporal network structures of human interaction to effectively immunize populations. PLoS ONE 2012, 7:e36439.
22. Lloyd A.L., May R.M. How viruses spread among computers and people. Science 2001, 292:1316-1317.
23. Masuda N., Holme P. Predicting and controlling infectious disease epidemics using temporal networks. F1000Prime Reports 2013, 5:6.
24. Miritello G., Moro E., Lara R. Dynamical strength of social ties in information spreading. Phys. Rev. E 2011, 83:045102.
25. Moreno Y., Pastor-Satorras R., Vespignani A. Epidemic outbreaks in complex heterogeneous networks. Eur. Phys. J. B 2002, 26:521-529.
26. Newman M.E.J. The spread of epidemic disease on networks. Phys. Rev. E 2002, 66:016128.
27. Newman M.E.J. Networks. An Introduction 2010, Oxford University Press, Oxford.
28. Nicosia V., Tang J., Musolesi M., Russo G., Mascolo C., Latora V. Components in time-varying graphs. Chaos 2012, 22:023101.
29. Onnela J.P., Saramäki J., Hyvönen J., Szabó G., Lazer D., Kaski K., Kertész J., Barabási A.L. Structure and tie strengths in mobile communication networks. Proc. Natl. Acad. Sci. 2007, 104:7332-7336.
30. Panisson A., Barrat A., Cattuto C., van den Broeck W., Ruffo G., Schifanella R. On the dynamics of human proximity for data diffusion in ad-hoc networks. Ad Hoc Networks 2012.
31. Parshani R., Dickison M., Cohen R., Stanley H.E., Havlin S. Dynamic networks and directed percolation. Europhys. Lett. 2010, 90:38004.
32. Pastor-Satorras R., Vespignani A. Epidemic spreading in scale-free networks. Phys. Rev. Lett. 2001, 86:3200-3203.
33. Pastor-Satorras R., Vespignani A. Immunization of complex networks. Phys. Rev. E 2002, 65:036104.
34. Perra N., Gonçalves B., Pastor-Satorras R., Vespignani A. Activity driven modeling of time varying networks. Nat. Sci. Reports 2012, 2:srep00469.
35. Rocha L.E.C., Blondel V.D. Bursts of vertex activation and epidemics in evolving networks. PLoS Comput. Biol. 2013, 9:e1002974.
36. Rocha L.E.C., Liljeros F., Holme P. Simulated epidemics in an empirical spatiotemporal network of 50,185 sexual contacts. PLoS Comput. Biol. 2011, 7:e1001109.
37. Scherrer A., Borgnat P., Fleury E., Guillaume J.L., Robardet C. Description and simulation of dynamic mobility networks. Comput. Networks 2008, 52:2842.
38. Starnini M., Baronchelli A., Barrat A., Pastor-Satorras R. Random walks on temporal networks. Phys. Rev. E 2012, 85:056115.
39. Starnini M., Baronchelli A., Pastor-Satorras R. Modeling human dynamics of face-to-face interaction networks. Phys. Rev. Lett. 2013, 110:168701.
40. Stehlé J., Barrat A., Bianconi G. Dynamical and bursty interactions in social networks. Phys. Rev. E 2010, 81:035101.
41. Stehlé J., Voirin N., Barrat A., Cattuto C., Colizza V., Isella L., Régis C., Pinton J.F., Khanafer N., van den Broeck W., Vanhems P. Simulation of an SEIR infectious disease model on the dynamic contact network of conference attendees. BMC Med. 2011, 9.
42. Stehlé J., Voirin N., Barrat A., Cattuto C., Isella L., Pinton J.F., Quaggiotto M., van den Broeck W., Régis C., Lina B., Vanhems P. High-resolution measurements of face-to-face contact patterns in a primary school. PLoS ONE 2011, 6:e23176.
43. Takaguchi T., Sato N., Yano K., Masuda N. Importance of individual events in temporal networks. New J. Phys. 2012, 14:093003.
44. Tang, J., Mascolo, C., Musolesi, M., Latora, V., 2011. Exploiting temporal complex network metrics in mobile malware containment. In: Proceedings of IEEE 12th International Symposium on a World of Wireless, Mobile and Multimedia Networks (WOWMOM '11).
45. Tang J., Scellato S., Musolesi M., Mascolo C., Latora V. Small-world behavior in time-varying graphs. Phys. Rev. E 2010, 81:055101.
46. Van den Broeck, W., Cattuto, C., Barrat, A., Szomsor, M., Correndo, G., Alani, H., 2010. The live social semantics application: a platform for integrating face-to-face presence with on-line social networking. In: Proceedings of the 8th Annual IEEE International Conference on Pervasive Computing and Communications, p. 226.
47. Zhao K., Stehlé J., Bianconi G., Barrat A. Social network dynamics of face-to-face interactions. Phys. Rev. E 2011, 83:056109.