Model reproduces individual, group and collective dynamics of human contact networks

Social Networks

Volumn 47, Issue , 2016, Pages 130-137

  Starnini, Michele ^a   Baronchelli, Andrea ^b   Pastor Satorras, Romualdo ^c  

^a UNIVERSITY OF BARCELONA   (Spain)

^b CITY UNIVERSITY   (United Kingdom)

^c UNIVERSITAT POLITÈCNICA DE CATALUNYA   (Spain)

Author keywords

Face to face interactions; Human contact networks; Modeling; Time varying social networks

Indexed keywords

EID: 84976385028     PISSN: 03788733     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.socnet.2016.06.002     Document Type: Article

References (78)

1. Adamic L.A., Glance N. The political blogosphere and the 2004 US election: divided they blog. Proceedings of the 3rd International Workshop on Link Discovery 2005, 36-43. ACM.
2. Adamic L.A., Lukose R.M., Puniyani A.R., Huberman B.A. Search in power-law networks. Phys. Rev. E 2001, 64(September):046135.
3. Arrow H., McGrath J.E., Berdahl J.L. Small Groups as Complex Systems: Formation, Coordination, Development, and Adaptation 2000, Sage Publications.
4. Bales R.F. Interaction Process Analysis: A Method for the Study of Small Groups 1950.
5. Barabasi A.-L. The origin of bursts and heavy tails in human dynamics. Nature 2005, 435:207.
6. Barabási A.-L. Bursts: The Hidden Patterns Behind Everything We Do, from Your E-mail to Bloody Crusades 2010, Penguin. com.
7. Baronchelli A., Ferrer-i Cancho R., Pastor-Satorras R., Chater N., Christiansen M.H. Networks in cognitive science. Trends Cogn. Sci. 2013, 17(7):348-360.
8. Baronchelli A., Radicchi F. Lévy flights in human behavior and cognition. Chaos Solitons Fractals 2013, 56:101-105.
9. Bion W.R. Experiences in Groups: And Other Papers 2013, Routledge.
10. Bird C., Gourley A., Devanbu P., Gertz M., Swaminathan A. Mining email social networks. Proceedings of the 2006 International Workshop on Mining Software Repositories 2006, 137-143. ACM.
11. Brockmann D., Hufnagel L., Geisel T. The scaling laws of human travel. Nature 2006, 439(7075):462-465.
12. Buchanan M. The Social Atom 2007, Bloomsbury, New York, NY, USA.
13. Carley K. A theory of group stability. Am. Sociol. Rev. 1991, 331-354.
14. Carpenter D.P., Esterling K.M., Lazer D.M. Friends, brokers, and transitivity: who informs whom in Washington politics?. J. Polit. 2004, 66(1):224-246.
15. 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.
16. Centola D. The spread of behavior in an online social network experiment. science 2010, 329(5996):1194-1197.
17. Clark H.H., Brennan S.E. Grounding in communication. Perspect. Soc. Shared Cogn. 1991, 13(1991):127-149.
18. Danon L., Read J.M., House T.A., Vernon M.C., Keeling M.J. Social encounter networks: characterizing Great Britain. Proc. R. Soc. B: Biol. Sci. 2013, 280(August (1765)):20131037+.
19. Davis J.A. Clustering and hierarchy in interpersonal relations: testing two graph theoretical models on 742 sociomatrices. Am. Sociol. Rev. 1970, 35(5):843-851.
20. den Broeck W.V., Cattuto C., Barrat A., Szomsor M., Correndo G., Alani H. The live social semantics application: a platform for integrating face-to-face presence with on-line social networking. Proceedings of the 8th Annual IEEE International Conference on Pervasive Computing and Communications 2010, 226.
21. Doherty-Sneddon G., Anderson A., O'Malley C., Langton S., Garrod S., Bruce V. Face-to-face and video-mediated communication: a comparison of dialogue structure and task performance. J. Exp. Psychol.: Appl. 1997, 3(2):105.
22. Doreian P., Kapuscinski R., Krackhardt D., Szczypula J. A brief history of balance through time. J. Math. Sociol. 1996, 21(1-2):113-131.
23. Eagle N., Pentland A.S., Lazer D. Inferring friendship network structure by using mobile phone data. Proc. Natl. Acad. Sci. U. S. A. 2009, 106(36):15274-15278.
24. Ellison N.B., Steinfield C., Lampe C. J. Comput.-Mediat. Commun. 2007, 12(4):1143-1168.
25. Freeman L.C. The sociological concept of "group": an empirical test of two models. Am. J. Sociol. 1992, 98(1):152-166.
26. Gonzalez M.C., Hidalgo C.A., Barabasi A.-L. Understanding individual human mobility patterns. Nature 2008, 453(7196):779-782.
27. Granovetter M.S. The strength of weak ties. Am. J. Sociol. 1973, 1360-1380.
28. Hill A.L., Rand D.G., Nowak M.A., Christakis N.A. Infectious disease modeling of social contagion in networks. PLoS Comput. Biol. 2010, 6(11):e1000968.
29. Hollan J., Stornetta S. Beyond being there. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems 1992, 119-125. ACM.
30. Hollingshead A.B. Four factor index of social status 1975, Unpublished.
31. Holme P. Network reachability of real-world contact sequences. Phys. Rev. E 2005, 71(April):046119.
32. Holme P., Saramäki J. Temporal networks. Phys. Rep. 2012, 519:97-125.
33. Huberman B.A., Romero D.M., Wu F. Social Networks That Matter: Twitter Under the Microscope 2008, arxiv:0812.1045.
34. Hunter D.R. Curved exponential family models for social networks. Soc. Netw. 2007, 216-230.
35. Isella L., Stehlé J., Barrat A., Cattuto C., Pinton J., Van den Broeck W. What's in a crowd? analysis of face-to-face behavioral networks. J. Theor. Biol. 2011, 271(1):166-180.
36. Jackson M. Social and Economic Networks 2010, Princeton University Press.
37. Kiesler S., Siegel J., McGuire T.W. Social psychological aspects of computer-mediated communication. Am. Psychol. 1984, 39(10):1123.
38. Kossinets G., Watts D.J. Empirical analysis of an evolving social network. Science 2006, 311(5757):88-90.
39. Kwak H., Lee C., Park H., Moon S. What is twitter, a social network or a news media?. Proceedings of the 19th International Conference on World Wide Web 2010, 591-600. ACM.
40. Lazer D. Networks in political science: back to the future. PS: Polit. Sci. Polit. 2011, 44(01):61-68.
41. Lazer D., Pentland A.S., Adamic L., Aral S., Barabasi A.L., Brewer D., Christakis N., Contractor N., Fowler J., Gutmann M., et al. Life in the network: the coming age of computational social science. Science (New York, NY) 2009, 323(5915):721.
42. Leenders R.T.A.J. Models for network dynamics: a markovian framework. J. Math. Sociol. 1995, 20(1):1-21.
43. Liljeros F., Edling C.R., Amaral L.A.N., Stanley H.E., Åberg Y. The web of human sexual contacts. Nature 2001, 411(6840):907-908.
44. Marsden P.V. Core discussion networks of Americans. Am. Sociol. Rev. 1987, 122-131.
45. Mocanu D., Baronchelli A., Perra N., Gonçalves B., Zhang Q., Vespignani A. The twitter of Babel: mapping world languages through microblogging platforms. PLOS ONE 2013, 8(4):e61981.
46. Moody J. The importance of relationship timing for diffusion. Soc. Forces 2002, 81(1):25-56.
47. Nardi B.A., Whittaker S. The place of face-to-face communication in distributed work. Distrib. Work 2002, 83-110.
48. Newman M.E.J. Networks: An Introduction 2010, Oxford University Press, Oxford.
49. Nohria N., Eccles R. Face-to-face: making network organizations work. Technol. Org. Innov.: Crit. Perspect. Bus. Manag. 2000, 1659-1681.
50. Oliveira J.G., Barabasi A.-L. Human dynamics: Darwin and Einstein correspondence patterns. Nature 2005, 437(7063). 1251, 10.
51. 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. U. S. A. 2007, 104(18):7332-7336.
52. Perra N., Baronchelli A., Mocanu D., Gonçalves B., Pastor-Satorras R., Vespignani A. Random walks and search in time-varying networks. Phys. Rev. Lett. 2012, 109(23):238701.
53. Preis T., Moat H.S., Stanley H.E. Quantifying trading behavior in financial markets using google trends. Sci. Rep. 2013, 3.
54. Radicchi F., Baronchelli A., Amaral L.A. Rationality, irrationality and escalating behavior in lowest unique bid auctions. PLoS ONE 2012, 7(1):e29910.
55. Rhee I., Shin M., Hong S., Lee K., Kim S.J., Chong S. On the levy-walk nature of human mobility. IEEE/ACM Trans. Netw. (TON) 2011, 19(3):630-643.
56. Ribeiro B., Perra N., Baronchelli A. Quantifying the effect of temporal resolution on time-varying networks. Sci. Rep. 2013, 3.
57. Robins G., Pattison P. Random graph models for temporal processes in social networks. J. Math. Sociol. 2001, 25(1):5-41.
58. Robins G., Pattison P., Kalish Y., Lusher D. An introduction to exponential random graph (p*) models for social networks. Soc. Netw. 2007, 29(May (2)):173-191.
59. Salathé M., Kazandjieva M., Lee J.W., Levis P., Feldman M.W., Jones J.H. A high-resolution human contact network for infectious disease transmission. Proc. Natl. Acad. Sci. U. S. A. 2010, 107(51):22020-22025.
60. Sarkar P., Moore A.W. Dynamic social network analysis using latent space models. SIGKDD Explor. Newsl. 2005, 7(December (2)):31-40.
61. Scherer K.R. Personality inference from voice quality: the loud voice of extroversion. Eur. J. Soc. Psychol. 1978, 8(4):467-487.
62. Skyrms B., Pemantle R. A dynamic model of social network formation. Proc. Natl. Acad. Sci. U. S. A. 2000, 97(16):9340-9346.
63. http://www.sociopatterns.org.
64. http://www.sociopatterns.org/2008/11/social-interactions-at-a-conference.
65. Starnini M., Baronchelli A., Barrat A., Pastor-Satorras R. Random walks on temporal networks. Phys. Rev. E 2012, 85(May):056115.
66. Starnini M., Baronchelli A., Pastor-Satorras R. Modeling human dynamics of face-to-face interaction networks. Phys. Rev. Lett. 2013, 110(April):168701.
67. Stehlé J., Charbonnier F., Picard T., Cattuto C., Barrat A. Gender homophily from spatial behavior in a primary school: a sociometric study. Soc. Netw. 2013, 35(4):604-613.
68. 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(8):e23176. 08.
69. Stopczynski A., Sekara V., Sapiezynski P., Cuttone A., Larsen J.E., Lehmann S. Measuring large-scale social networks with high resolution. PLOS ONE 2014, 9(4):e95978.
70. Storper M., Venables A.J. Buzz: face-to-face contact and the urban economy. J. Econ. Geogr. 2004, 4(4):351-370.
71. Takhteyev Y., Gruzd A., Wellman B. Geography of twitter networks. Soc. Netw. 2012, 34(1):73-81.
72. Toivonen R., Kovanen L., Kivelä M., Onnela J.-P., Saramäki J., Kaski K. A comparative study of social network models: network evolution models and nodal attribute models. Soc. Netw. 2009, 31(4):240-254.
73. Viswanathan G., da Luz M., Raposo E., Stanley H. The Physics of Foraging: An Introduction to Random Searches and Biological Encounters 2011, Cambridge University Press, Cambridge.
74. Wasserman S. Social Network Analysis: Methods and Applications 1994, vol. 8. Cambridge University Press.
75. Watts D.J. A twenty-first century science. Nature 2007, 445(7127):489.
76. Wellman B., Wortley S. Different strokes from different folks: community ties and social support. Am. J. Sociol. 1990, 558-588.
77. Zhao K., Musolesi M., Hui P., Rao W., Tarkoma S. Explaining the power-law distribution of human mobility through transportation modality decomposition. Sci. Rep. 2015, 5:09136. 03.
78. Zhao K., Stehlé J., Bianconi G., Barrat A. Social network dynamics of face-to-face interactions. Phys. Rev. E 2011, 83(5):056109.