Wireless contacts, Facebook friendships and interests: Analysis of a multi-layer social network in an academic environment

IFIP Wireless Days

Volumn 2015-January, Issue January, 2015, Pages

  Socievole, Annalisa ^a   De Rango, Floriano ^a   Caputo, Antonio ^a  

^a UNIVERSITY OF CALABRIA   (Italy)

Author keywords

Bluetooth contacts; Facebook; mobility trace analytics; Multi layer network; social network

Indexed keywords

BEHAVIORAL RESEARCH; BLUETOOTH; COMPLEX NETWORKS; MOBILE TELECOMMUNICATION SYSTEMS; SOCIAL NETWORKING (ONLINE);

ACADEMIC ENVIRONMENT; FACEBOOK; MOBILITY TRACES; MULTI-LAYER NETWORK; MULTILAYERED COMPLEXES; OPPORTUNISTIC COMMUNICATIONS; SOCIAL DIMENSIONS; WIRELESS CONTACT;

NETWORK LAYERS;

EID: 84937774318     PISSN: 21569711     EISSN: 2156972X     Source Type: Conference Proceeding    
DOI: 10.1109/WD.2014.7020819     Document Type: Conference Paper

References (28)

1. A. V. Vasilakos, Y. Zhang, and T. Spyropoulos, Delay tolerant networks: Protocols and applications. CRC Press, 2012.
2. L. Pelusi, A. Passarella, and M. Conti, "Opportunistic networking: data forwarding in disconnected mobile ad hoc networks, " Communications Magazine, IEEE, vol. 44, no. 11, pp. 134-141, november 2006.
3. B. Zhang, Y. Wang, A. V. Vasilakos, and J. Ma, "Mobile social networking: Reconnect virtual community with physical space, " Telecommunication Systems, vol. 54, no. 1, pp. 91-110, 2013.
4. Y. Wang, A. V. Vasilakos, Q. Jin, and J. Ma, "Survey on mobile social networking in proximity (msnp): Approaches, challenges and architecture, " Wireless Networks, pp. 1-17, 2013.
5. D. Amendola, F. De Rango, K. Massri, and A. Vitaletti, "Efficient neighbor discovery in RFID based devices over resource-constrained DTN networks, " in Communications (ICC), 2014 IEEE International Conference on. IEEE, 2014, pp. 3842-3847.
6. P. Hui, J. Crowcroft, and E. Yoneki, "Bubble rap: Social-based forwarding in delay-tolerant networks, " Mobile Computing, IEEE Transactions on, vol. 10, no. 11, pp. 1576-1589, 2011.
7. A. Mashhadi, S. Ben Mokhtar, and L. Capra, "Habit: Leveraging human mobility and social network for efficient content dissemination in delay tolerant networks, " in World of Wireless, Mobile and Multimedia Networks Workshops, 2009. WoWMoM 2009. IEEE International Symposium on a, june 2009, pp. 1-6.
8. G. Bigwood, D. Rehunathan, M. Bateman, T. Henderson, and S. Bhatti, "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, oct. 2008, pp. 484-489.
9. S. Gaito, E. Pagani, and G. P. Rossi, "Strangers help friends to communicate in opportunistic networks, " Computer Networks, vol. 55, no. 2, pp. 374-385, 2011.
10. R. I. Ciobanu, C. Dobre, and V. Cristea, "Social aspects to support opportunistic networks in an academic environment, " in Ad-hoc, Mobile, and Wireless Networks. Springer, 2012, pp. 69-82.
11. -, "SPRINT: social prediction-based opportunistic routing, " in Proceedings of 7th IEEE WoWMoM workshop on autonomic and opportunistic communications, AOC 2013, Madrid, Spain, May 2013, pp. 1161-1166.
12. A. Socievole, F. De Rango, and S. Marano, "Face-to-face with facebook friends: Using online friendlists for routing in opportunistic networks, " in Personal Indoor and Mobile Radio Communications (PIMRC), 2013 IEEE 24th International Symposium on, 2013, pp. 2989-2994.
13. A. Socievole, E. Yoneki, F. De Rango, and J. Crowcroft, "Opportunistic message routing using multi-layer social networks, " in Proceedings of the 2nd ACM workshop on High performance mobile opportunistic systems. ACM, 2013, pp. 39-46.
14. L. Jin, Y. Chen, T. Wang, P. Hui, and A. V. Vasilakos, "Understanding user behavior in online social networks: A survey, " IEEE Communications Magazine, vol. 51, no. 9, pp. 144-150, 2013.
15. A.-K. Pietilainen and C. Diot, "CRAWDAD data set thlab/sigcomm2009 (v. 2012-07-15), " Downloaded from http://crawdad.cs.dartmouth.edu/thlab/sigcomm2009, July 2012.
16. "http://realitycommons.media.mit.edu/socialevolution.html."
17. P. Bródka, P. Kazienko, K. Musia, and K. Skibicki, "Analysis of neighbourhoods in multi-layered dynamic social networks, " International Journal of Computational Intelligence Systems, vol. 5, no. 3, pp. 582-596, 2012.
18. M. Magnani and L. Rossi, "The ml-model for multi-layer social networks, " in Advances in Social Networks Analysis and Mining (ASONAM), 2011 International Conference on. IEEE, 2011, pp. 5-12.
19. J. Hao, S. Cai, Q. He, and Z. Liu, "The interaction between multiplex community networks." Chaos (Woodbury, NY), vol. 21, no. 1, pp. 016 104-016 104, 2011.
20. P. Bródka, P. Stawiak, and P. Kazienko, "Shortest path discovery in the multi-layered social network, " in Advances in Social Networks Analysis and Mining (ASONAM), 2011 International Conference on. IEEE, 2011, pp. 497-501.
21. A. Socievole and S. Marano, "Exploring user sociocentric and egocentric behaviors in online and detected social networks, " in Future Internet Communications (BCFIC), 2012 2nd Baltic Congress on, april 2012, pp. 140-147.
22. S. Gaito, G. P. Rossi, and M. Zignani, "Facencounter: bridging the gap between offline and online social networks, " in Proceedings of 8th international conference on signal image technology and Internet based systems (SITIS), november 2012, pp. 768-775.
23. A. Socievole, F. D. Rango, and S. Marano, "Link prediction in human contact networks using online social ties, " in Cloud and Green Computing (CGC), 2013 Third International Conference on. IEEE, 2013, pp. 305-312.
24. V. D. Blondel, J.-L. Guillaume, R. Lambiotte, and E. Lefebvre, "Fast unfolding of communities in large networks, " Journal of Statistical Mechanics: Theory and Experiment, vol. 2008, no. 10, p. P10008, 2008.
25. M. E. Newman, "Modularity and community structure in networks, " Proceedings of the National Academy of Sciences, vol. 103, no. 23, pp. 8577-8582, 2006.
26. G. Palla, I. Derényi, I. Farkas, and T. Vicsek, "Uncovering the overlapping community structure of complex networks in nature and society, " Nature, vol. 435, no. 7043, pp. 814-818, 2005.
27. M. Fiedler, "A property of eigenvectors of nonnegative symmetric matrices and its application to graph theory, " Czech. Math. J., vol. 25, no. 100, pp. 619-633, 1975.
28. L. Danon, A. Diaz-Guilera, J. Duch, and A. Arenas, "Comparing community structure identification, " Journal of Statistical Mechanics: Theory and Experiment, vol. 2005, no. 09, p. P09008, 2005.