Predicting Links in Human Contact Networks Using Online Social Proximity

Springer Proceedings in Complexity

Volumn , Issue , 2014, Pages 85-102

  Socievole, Annalisa ^a   De Rango, Floriano ^a   Marano, Salvatore ^a  

^a UNIVERSITY OF CALABRIA   (Italy)

Author keywords

Link predictionBehavioral predictionContact networksTie prediction

Indexed keywords

EID: 84924731912     PISSN: 22138684     EISSN: 22138692     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-319-07142-8_6     Document Type: Chapter

References (26)

1. Adamic, L.A., Adar, E.: Friends and neighbors on the web. Soc. Netw. 25(3), 211–230 (2003)
2. Barabási A.-L.: Linked: the new science of networks. Perseus, New York (2002)
3. Bigwood, G., Rehunathan, D., Bateman, M., Henderson, T., Bhatti, S.: Exploiting self-reported social networks for routing in ubiquitous computing environments. In: networking and communications, 2008. WIMOB ’08. IEEE international conference on wireless and mobile computing, pp. 484–489, Oct 2008
4. Balicer, R. D.: Modeling infectious diseases dissemination through online role-playing games. Epidemiology 18(2), 260–261 (2007)
5. Balicer, R. D.: Modeling infectious diseases dissemination through online role-playing games. Epidemiology 18(2), 260–261 (2007)
6. Ciobanu, R.I., Dobre, C., Cristea, V.: Social aspects to support opportunistic networks in an academic environment. In: Ad-hoc, Mobile, and Wireless Networks, pp. 69–82. Springer, Berlin (2012)
7. Hsu, W.-J., Spyropoulos, T., Psounis, K., Helmy, A.: Modeling spatial and temporal dependencies of user mobility in wireless mobile networks. IEEE/ACM. Trans. Netw. 17(5), 1564–1577 (2009)
8. Hui, P., Chaintreau, A., Scott, J., Gass, R., Crowcroft, J., Diot, C.: Pocket switched networks and human mobility in conference environments. Proceedings of the 2005 ACM SIGCOMM workshop on delay-tolerant networking, WDTN ’05, pp. 244–251. ACM, New York (2005)
9. Balicer, R. D.: Modeling infectious diseases dissemination through online role-playing games. Epidemiology 18(2), 260–261 (2007)
10. Jahanbakhsh, K., King, V., Shoja, G.C.: Predicting missing contacts in mobile social networks. In: World of Wireless, Mobile and Multimedia Networks (WoWMoM), 2011 IEEE international symposium on a, pp. 1–9, 2011
11. Jahanbakhsh, K., King, V., Shoja, G.C.: Predicting human contacts in mobile social networks using supervised learning. Proceedings of the fourth annual workshop on simplifying complex networks for practitioners, SIMPLEX ’12, pp. 37–42. ACM, New York (2012)
12. Kevin, F.: A delay-tolerant network architecture for challenged internets. Proceedings of the 2003 conference on applications, technologies, architectures, and protocols for computer communications, SIGCOMM ’03, pp. 27–34. ACM, New York (2003)
13. Kostakos, V., Venkatanathan, J.: Making friends in life and online: equivalence, micro-correlation and value in spatial and transpatial social networks. Proceedings of the 2010 IEEE second international conference on social computing, SOCIALCOM ’10, pp. 587–594. IEEE Computer Society, Washington, DC (2010)
14. Liben-Nowell, D., Kleinberg, J.: The link-prediction problem for social networks. J. Am. Soc. Inf. Sci. Technol. 58(7), 1019–1031 (2007)
15. McPherson, M., Smith-Lovin, L., Cook, J.M.: Birds of a feather: homophily in social networks. Annu. Rev. Sociol. 27, 415–444 (2001)
16. Mirco, M., Cecilia, M.: A community based mobility model for ad hoc network research. Proceedings of the 2nd international workshop on multi-hop ad hoc networks: from theory to reality, pp. 31–38. ACM, New York (2006)
17. Mtibaa, A., May, M., Ammar, M.: On the relevance of social information to opportunistic forwarding. In: Modeling, Analysis & Simulation of Computer and Telecommunication Systems (MASCOTS), 2010 IEEE International Symposium on, pp. 141–150. IEEE, Washington DC (2010)
18. Pan, S.J., Boston, D.J., Borcea, C.: Analysis of fusing online and co-presence social networks. In: Pervasive Computing and Communications Workshops (PERCOM Workshops), 2011 IEEE international conference on, pp. 496–501, March 2011
19. Pietiläinen, A.-K., Diot, C.: Dissemination in opportunistic social networks: the role of temporal communities. Proceedings of the thirteenth ACM international symposium on mobile ad hoc networking and computing, MobiHoc ’12, pp. 165–174. ACM, New York (2012)
20. Balicer, R. D.: Modeling infectious diseases dissemination through online role-playing games. Epidemiology 18(2), 260–261 (2007)
21. Scholz, C., Atzmueller, M., Stumme, G.: On the predictability of human contacts: influence factors and the strength of stronger ties. In: Privacy, Security, Risk and Trust (PASSAT), 2012 international conference on Social Computing (SocialCom), pp. 312–321, 2012
22. Socievole, A., Marano, S.: Exploring user sociocentric and egocentric behaviors in online and detected social networks. In: Future Internet Communications (BCFIC), 2012 2nd Baltic Congress on, pp. 140–147, April 2012
23. Song, C., Qu, Z., Blumm, N., Barabási, A.-L.: Limits of predictability in human mobility. Science. 327(5968), 1018–1021 (2010)
24. Vu, L., Do, Q., Nahrstedt, K.: Jyotish: constructive approach for context predictions of people movement from joint wifi/bluetooth trace. Pervasive Mob. Comput. 7(6), 690–704 (2011)
25. Wang, D., Pedreschi, D., Song, C., Giannotti, F., Barabasi, A.-L.: Human mobility, social ties, and link prediction. Proceedings of the 17th ACM SIGKDD international conference on Knowledge Discovery and Data Mining, KDD ’11, pp. 1100–1108. ACM, New York (2011)
26. Zhou, T., Lü, L., Zhang, Y.-C.: Predicting missing links via local information. Eur. Phys. J. B. 71(4), 623–630 (2009)