From seconds to months: an overview of multi-scale dynamics of mobile telephone calls

European Physical Journal B

Volumn 88, Issue 6, 2015, Pages

  Saramäki, Jari ^a   Moro, Esteban ^b  

^a AALTO UNIVERSITY   (Finland)

^b UNIVERSIDAD CARLOS III DE MADRID   (Spain)

Author keywords

Statistical and Nonlinear Physics

Indexed keywords

BEHAVIORAL RESEARCH; BIG DATA; LARGE SCALE SYSTEMS; MOBILE PHONES; SOCIAL SCIENCES; TELEPHONE CIRCUITS; TELEPHONE SETS;

ELECTRONIC RECORDS; LONG TERM DYNAMICS; MULTI-SCALE DYNAMICS; ONE-TO-ONE COMMUNICATION; SOCIAL INTERACTIONS; STATISTICAL AND NONLINEAR PHYSICS; STATISTICAL POWER; TELECOM OPERATORS;

DYNAMICS;

EID: 84935029002     PISSN: 14346028     EISSN: 14346036     Source Type: Journal    
DOI: 10.1140/epjb/e2015-60106-6     Document Type: Article

References (76)

1. D.Lazeret al., Science323, 721 (2009)
2. V. Blondel, A. Decuyper, G. Krings,arXiv:1502.03406 (2015)
3. J.P.Onnela, J.Saramäki, J.Hyvönen, G.Szabó, D.Lazer, K.Kaski, J.Kertész, A.L.Barabási, Proc. Natl. Acad. Sci.104, 7332 (2007)
4. N.Eagle, A.Pentland, D.Lazer, Proc. Natl. Acad. Sci.106, 15274 (2009)
5. R.Lambiotte, V.D.Blondel, C.de Kerchove, E.Huens, C.Prieur, Z.Smoreda, P.V.Dooren, Physica A387, 5317 (2008)
6. G.Krings, F.Calabrese, C.Ratti, V.D.Blondel, J. Stat. Mech. Theor. Exp.2009, L07003 (2009)
7. X.Lu, M.Bengtsson, P.Holme, Proc. Natl. Acad. Sci. (USA)108, 11472 (2012)
8. N.Eagle, M.Macy, R.Claxton, Science328, 1029 (2010)
9. M.C.González, C.A.Hidalgo, A.L.Barabási, Nature453, 779 (2008)
10. G.Palla, A.L.Barabási, T.Vicsek, Nature446, 664 (2007)
11. J.Candia, M.Gonzales, P.Wang, T.Schoenhart, G.Madey, A.L.Barabási, J. Phys. A41, 224015 (2008)
12. M.Karsai, M.Kivelä, R.K.Pan, K.Kaski, J.Kertész, A.L.Barabási, J.Saramäki, Phys. Rev. E83, 025102 (2011)
13. G.Miritello, E.Moro, R.Lara, Phys. Rev. E83, 045102 (2011)
14. P.Holme, J.Saramäki, Phys. Rep.519, 97 (2011)
15. G.Krings, M.Karsai, S.Bernhardsson,V.D.Blondel, J.Saramäki, EPJ Data Sci.1, 4 (2012)
16. A.L.Barabási, Nature435, 207 (2005)
17. A.Vazquez, B.Rácz, A.Lukács, A.L.Barabási, Phys. Rev. Lett.98, 158702 (2007)
18. J.Iribarren, E.Moro, Phys. Rev. Lett.103, 038702 (2009)
19. J.Saramäki, E.A.Leicht, E.López, S.G.B.Roberts, F.Reed-Tsochas,R.I.M.Dunbar, Proc. Natl. Acad. Sci.111, 942 (2014)
20. M.Karsai, K.Kaski, J.Kertész, PLoS One7, e40612 (2012)
21. K.I.Goh, A.L.Barabási, Europhys. Lett.81, 48002 (2008)
22. J.P. Onnela, J. Saramäki, J. Hyvönen, G. Szabó,M. Argollo de Menezes, K.Kaski, A.L.Barabási, J.Kertész, New J. Phys.9, 179 (2007)
23. M. Kivelä, M.A. Porter, arXiv:1412.8388(2014)
24. M.Karsai, K.Kaski, A.L.Barabási, J.Kertész, Sci. Rep.2, 397 (2012)
25. R.Malmgren, D.Stouffer, A.Motter, L.Amaral, Proc. Natl. Acad. Sci. USA105, 18153 (2008)
26. H.H.Jo, M.Karsai, J.Kertész, K.Kaski, New J. Phys.14, 013055 (2012)
27. M.Kivelä, R.K.Pan, K.Kaski, J.Kertész, J.Saramäki, M.Karsai, J. Stat. Mech. Theor. Exp.2012, P03005 (2012)
28. V.P.Backlund, J.Saramäki, R.K.Pan, Phys. Rev. E89, 062815 (2014)
29. L.E.C.Rocha, F.Liljeros, P.Holme, PLoS Comput. Biol.7, e1001109 (2011)
30. L.E.C.Rocha, V.D.Blondel, PLoS Comput. Biology9, e1002974 (2013)
31. D.Horváth, J.Kertész, New J. Phys.16, 073037 (2014)
32. R.K.Pan, J.Saramäki, Phys. Rev. E84, 016105 (2011)
33. L.Kovanen, M.Karsai, K.Kaski, J.Kertész, J.Saramäki, J. Stat. Mech. Theor. Exp.2011, P11005 (2011)
34. S.S.Shen-Orr, R.Milo, S.Mangan, U.Alon, Nat. Genet.31, 64 (2002)
35. R.Milo, S.Shen-Orr, S.Itzkovitz, N.Kashtan, D.Chklovskii, U.Alon, Science298, 824 (2002)
36. L. Kovanen, K. Kaski, J. Kertész, J. Saramäki, inTemporal networks, edited by P. Holme, J. Saramäki (Springer, 2012)
37. L.Kovanen, K.Kaski, J.Kertész, J.Saramäki, Proc. Natl. Acad. Sci.110, 18070 (2013)
38. T.Louail, M.Lenormand, O.García Cantú,M.Picornell, R.Herranz, E.Frias-Martinez,J.J.Ramasco, M.Barthelemy, Sci. Rep.4, 5276 (2014)
39. M.T.Rivera, S.B.Soderstrom, B.Uzzi, Ann. Rev. Soc.36, 91 (2010)
40. D.Liben-Nowell,J.Kleinberg, J. Am. Soc. Inf. Sci.Technol.58, 1019 (2007)
41. R.I.Dunbar, J. Human Evolution22, 469 (1992)
42. B.Gonçalves, N.Perra, A.Vespignani, PloS One6, e22656 (2011)
43. G.Miritello, E.Moro, R.Lara, R.Martínez-López,J.Belchamber,S.G.B.Roberts, R.I.M.Dunbar, Social Netw.35, 89 (2013)
44. G.Miritello, R.Lara, M.Cebrian, E.Moro, Sci. Rep.3, 1950 (2013)
45. P.Holme, Europhys. Lett.64, 427 (2003)
46. C.A.Hidalgo, C.Rodriguez-Sickert, Physica A387, 3017 (2008)
47. R.S.Burt, Social Netw.22, 1 (2000)
48. G. Miritello, Temporal Patterns ofCommunication in Social Networks (Springer, 2013)
49. P.Holme, F.Liljeros, Sci. Rep.4, 4999 (2014)
50. M.Karsai, N.Perra, A.Vespignani, Sci. Rep.4, 4001 (2014)
51. L. Backstrom, D. Huttenlocher, J. Kleinberg,X. Lan, Group formation in large social networks: membership, growth, and evolution, inProceedings of the 12th ACM SIGKDD international conference on Knowledgediscovery and data mining (ACM, 2006), pp. 44–54
52. J. Leskovec, L. Backstrom, R. Kumar,A. Tomkins, Microscopic evolution of social networks, in Proceedings of the 14thACM SIGKDD international conference on Knowledge discovery and data mining(ACM, 2008), pp. 462–470
53. D. Garcia, P. Mavrodiev, F. Schweitzer, Socialresilience in online communities: The autopsy of friendster, in Proceedings of thefirst ACM conference on Online social networks (ACM, 2013), pp. 39–50
54. J.L.Toole, M.Cha, M.C.González, PloS One7, 29528 (2012)
55. K. Dasgupta, R. Singh, B. Viswanathan,D. Chakraborty, S. Mukherjea, A.A. Nanavati, A. Joshi, Social ties and their relevance tochurn in mobile telecom networks, in Proceedings of the 11th internationalconference on Extending database technology: Advances in database technology(ACM, 2008), pp. 668–677
56. P.R. Sundsøy, J. Bjelland, G. Canright,K. Engø-Monsen, R. Ling, Product adoption networks and their growth in a large mobilephone network, in 2010 International Conference on Advances in Social NetworksAnalysis and Mining (ASONAM) (IEEE, 2010), pp. 208–216
57. A.Stopczynski, V.Sekara, P.Sapiezynski, A.Cuttone, M.M.Madsen, J.E.Larsen, S.Lehmann, PLoS One9, e95978 (2014)
58. N.Eagle, A.Pentland, Personal and UbiquitousComputing10, 255 (2006)
59. N. Kiukkonen, J. Blom, O. Dousse, D. Gatica-Perez,J. Laurila, Towards rich mobile phone datasets: Lausanne data collection campaign, inProc. ACM Int. Conf. on Pervasive Services (ICPS), Berlin, 2010
60. N.Aharony, W.Pan, C.Ip, I.Khayal, A.Pentland, Pervasive and MobileComputing7, 643 (2011)
61. J.Karikoski, M.Nelimarkka, Int. J. Soc. Comput. Cyber-Phys.Syst.1, 98 (2011)
62. L. Backstrom, J. Kleinberg, RomanticPartnerships and the Dispersion of Social Ties: A Network Analysis of Relationship Statuson Facebook, in Proceedings of the 17th ACM Conference on Computer SupportedCooperative Work & Social Computing, CSCW ’14 (ACM, New York, 2014),pp. 831–841
63. W.S.Robinson, Am. Sociol. Rev.15, 351 (1950)
64. J. Staiano, B. Lepri, N. Aharony, F. Pianesi,N. Sebe, A. Pentland, Friends don’t lie: inferring personality traits from social networkstructure, in Proceedings of the 2012 ACM conference on ubiquitouscomputing (ACM, 2012), pp. 321–330
65. Y.A. de Montjoye, J. Quoidbach, F. Robic, A.S.Pentland, in Social Computing, Behavioral-Cultural Modeling andPrediction (Springer, 2013), pp. 48–55
66. D. Quercia, R. Lambiotte, D. Stillwell,M. Kosinski, J. Crowcroft, The personality of popular Facebook users, inProceedings of the ACM 2012 conference on computer supported cooperativework (ACM, 2012), pp. 955–964
67. L. Backstrom, C. Dwork, J. Kleinberg,Wherefore art thou R3579X?: anonymized social networks, hidden patterns, and structuralsteganography, in Proceedings of the 16th international conference on World WideWeb (ACM, 2007), pp. 181–190
68. C.Song, Z.Qu, N.Blumm, A.L.Barabási, Science327, 1018 (2010)
69. Y.A.de Montjoye,C.A.Hidalgo, M.Verleysen, V.D.Blondel, Sci. Rep.3, 1376 (2013)
70. Y.Wu, C.Zhou, J.Xiao, J.Kurths, H.J.Schellnhuber, Proc. Natl. Acad. Sci.107, 18803 (2010)
71. Mobile Data Challenge 2012 (2012), http://research.nokia.com/page/12000
72. Data for Development Challenge (2014), http://d4d.orange.com
73. Big Data Challenge 2014 (2014), http://www.telecomitalia.com/tit/en/bigdatachallenge.html
74. OpenBigData (2015), http://theodi.fbk.eu/openbigdata/
75. C. Gentry, Fully Homomorphic Encryption UsingIdeal Lattices, in Proceedings of the 2009 ACM Symposium on Theory of Computing(STOC’09) (ACM, 2009), pp. 169–178
76. Y.A.de Montjoye, E.Shmueli, S.S.Wang, A.S.Pentland, PLoS One9, e98790 (2014)