On nonstationarity of human contact networks

Proceedings - International Conference on Distributed Computing Systems

Volumn , Issue , 2010, Pages 105-111

  Scellato, Salvatore ^a   Musolesi, Mirco ^b   Mascolo, Cecilia ^a   Latora, Vito ^c  

^a UNIVERSITY OF CAMBRIDGE   (United Kingdom)

^b UNIVERSITY OF ST ANDREWS   (United Kingdom)

^c UNIVERSITY OF CATANIA   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

AMOUNT OF INFORMATION; APPLICATION DOMAINS; BANDWIDTH ALLOCATIONS; CONTACT NETWORKS; HUMAN INTERACTIONS; HUMAN NETWORKS; NETWORK DYNAMICS; NEW DIRECTIONS; NON-STATIONARITIES; NONSTATIONARY; OPPORTUNISTIC NETWORKS; OPPORTUNISTIC ROUTING; PEER TO PEER; REGULAR PATTERNS; RESOURCE PROVISIONING; SOCIAL BEHAVIOR; STATISTICAL DESCRIPTIONS; TARGETED ADVERTISING; TEMPORAL DYNAMICS; TEMPORAL PATTERN; TEMPORAL PROPERTY; TIME-SCALES;

BEHAVIORAL RESEARCH; DISTRIBUTED COMPUTER SYSTEMS; TIME SERIES; TIME SERIES ANALYSIS; WIRELESS NETWORKS;

PEER TO PEER NETWORKS;

EID: 79952020669     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDCSW.2010.43     Document Type: Conference Paper

References (35)

1. G. Adomavicius and A. Tuzhilin. Toward the Next Generation of Recommender Systems: A Survey of the State-of-the-Art and Possible Extensions. IEEE Transactions on Knowledge and Data Engineering, 17(6):734-749, 2005. (Pubitemid 40860454)
2. A. Balachandran, G. M. Voelker, P. Bahl, and P. V. Rangan. Characterizing User Behavior And Network Performance In A Public Wireless LAN. In Proceedings of SIGMETRICS'02, pages 195-205, New York, NY, USA, 2002. ACM Press.
3. M. Balazinska and P. Castro. Characterizing Mobility and Network Usage in a Corporate Wireless Local-Area Network. In Proceedings of MobiSys'03, San Francisco, CA, May 2003.
4. S. Boccaletti, V. Latora, Y. Moreno, M. Chavez, and D. U. Hwang. Complex Networks: Structure and Dynamics. Physics Reports, 424(4-5):175-308, February 2006.
5. A. Chaintreau, P. Hui, J. Crowcroft, C. Diot, R. Gass, and J. Scott. Impact of Human Mobility on Opportunistic Forwarding Algorithms. IEEE Transactions on Mobile Computing, 6(6):606-620, 2007. (Pubitemid 46685740)
6. C. Chandre, S. Wiggins, and T. Uzer. Time-frequency Analysis of Chaotic Systems. Physica D: Nonlinear Phenomena, 181(3-4):171-196, 2003.
7. A. Clauset and N. Eagle. Persistence and Periodicity in a Dynamic Proximity Network. In Proceedings of DIMACS Workshop on Computational Methods for Dynamic Interaction Networks, September 2007.
8. E. M. Daly and M. Haahr. Social Network Analysis For Routing In Disconnected Delay-Tolerant MANETs. In Proceedings of MobiHoc'07, pages 32-40, New York, NY, USA, 2007. ACM.
9. O. Darné and C. Diebolt. Non-stationarity Tests in Macroeconomic Time Series. In New Trends in Macroeconomics. Springer Berlin Heidelberg, 2005.
10. I. Daubechies. Ten Lectures on Wavelets. Society for Industrial & Applied Math, December 1992.
11. N. Eagle and A. S. Pentland. Reality Mining: Sensing Complex Social Systems. Personal Ubiquitous Computing Journal, 10(4):255-268, 2006.
12. T. Henderson, D. Kotz, and I. Abyzov. The Changing Usage Of A Mature Campus-wide Wireless Network. In Proceedings of MobiCom'04, pages 187-201, New York, NY, USA, 2004. ACM Press.
13. P. Hui, A. Chaintreau, J. Scott, R. Gass, J. Crowcroft, and C. Diot. Pocket Switched Networks and Human Mobility in Conference Environments. In Proceedings of the 2005 ACM SIGCOMM workshop on Delay-tolerant networking, pages 244-251, August 2005.
14. H. Kantz and T. Schreiber. Nonlinear Time Series Analysis. Cambridge University Press, 1999.
15. T. Karagiannis, J.-Y. L. Boudec, and M. Vojnović. Power Law And Exponential Decay Of Inter Contact Times Between Mobile Devices. In Proceedings of MobiCom'07, pages 183-194, New York, NY, USA, 2007. ACM.
16. M. Kim and D. Kotz. Periodic properties of user mobility and access-point popularity. Journal of Personal and Ubiquitous Computing, 11(6), August 2007.
17. J. Kleinberg. The Wireless Epidemic. Nature, 449(7160):287-288, 2007.
18. D. Kotz and T. Henderson. CRAWDAD: A Community Resource for Archiving Wireless Data at Dartmouth. IEEE Pervasive Computing, 4(4):12-14, October-December 2005.
19. D. Kotz, T. Henderson, and I. Abyzov. CRAWDAD trace dartmouth/campus/ movement/01-04 (v. 2005-03-08). Downloaded from http://crawdad.cs.dartmouth.edu/ , March 2005.
20. V. Latora and M. Marchiori. Efficient Behavior of Small-World Networks. Physical Review Letters, 87(19), October 2001.
21. M. Lenczner, B. Grégoire, and F. Proulx. CRAWDAD data set ilesansfil/wifidog (v. 2007-08-27). Downloaded from http://crawdad.cs.dartmouth. edu/ilesansfil/wifidog, Aug. 2007.
22. A. Lindgren, A. Doria, and O. Schelén. Probabilistic Routing In Intermittently Connected Networks. In Proceedings of SAPIR'04, August 2004.
23. S. Mallat. A Wavelet Tour of Signal Processing, Second Edition. Academic Press, September 1999.
24. B. B. Mandelbrot. The Fractal Geometry of Nature. W. H. Freeman, August 1983.
25. M. Marchiori and V. Latora. Harmony in the Small-world. Physica A, 285:539-546, 2000.
26. L. McNamara, C. Mascolo, and L. Capra. Media Sharing Based On Colocation Prediction In Urban Transport. In Proceedings of MobiCom'08, pages 58-69, New York, NY, USA, 2008. ACM.
27. M. McNett and G. M. Voelker. Access and Mobility of Wireless PDA User. Mobile Computing Communications Review, 9(2):40-55, April 2005.
28. J. B. Ramsey and C. Lampart. Decomposition of Economic Relationships by Timescale using Wavelets. Macroeconomic Dynamics, 2(01):49-71, 1998.
29. J. Reades, F. Calabrese, A. Sevtsuk, and C. Ratti. Cellular Census: Explorations in Urban Data Collection. IEEE Pervasive Computing, 6(3):30-38, 2007. (Pubitemid 47274774)
30. N. Scafetta and P. Grigolini. Scaling Detection in Time Series: Diffusion Entropy Analysis. Phys. Rev. E, 66(3):036130, Sep 2002.
31. N. Scafetta, V. Latora, and P. Grigolini. Lévy Scaling: The Diffusion Entropy Analysis Applied to DNA Sequences. Phys. Rev. E, 66(3):031906, Sep 2002.
32. A. Scherrer, P. Borgnat, E. Fleury, J. L. Guillaume, and C. Robardet. Description And Simulation Of Dynamic Mobility Networks. Computer Networks, 52(15):2842-2858, 2008.
33. G. Sharma and R. R. Mazumdar. Scaling laws for capacity and delay in wireless ad hoc networks with random mobility. In IEEE International Conference on Communications (ICC'04), pages 3869-3873, June 2004.
34. L. Song, U. Deshpande, U. Kozat, D. Kotz, and R. Jain. Predictability Of WLAN Mobility And Its Effects On Bandwidth Provisioning. In Proceedings of INFOCOM'06, April 2006.
35. J. Su, A. Chin, A. Popivanova, A. Goel, and E. de Lara. User mobility for opportunistic ad-hoc networking. In Proceedings of the Sixth IEEE Workshop on Mobile Computing Systems and Applications (WMCSA'04), pages 41-50, Washington, DC, USA, 2004. IEEE Computer Society.