Money on the move: Big data of bank card transactions as the new proxy for human mobility patterns and regional delineation. The case of residents and foreign visitors in Spain

Proceedings - 2014 IEEE International Congress on Big Data, BigData Congress 2014

Volumn , Issue , 2014, Pages 136-143

  Sobolevsky, Stanislav ^a   Sitko, Izabela ^b   Des Combes, Remi Tachet ^a   Hawelka, Bartosz ^b   Arias, Juan Murillo ^c   Ratti, Carlo ^a  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^b UNIVERSITY OF SALZBURG   (Austria)

^c BBVA University Institute for Economic and Social Analysis University of Alcalá   (Spain)

Author keywords

bank card transactions; big data; human mobility; network analysis; regional delineation

Indexed keywords

ELECTRIC NETWORK ANALYSIS; STRUCTURAL OPTIMIZATION; TELECOMMUNICATION INDUSTRY;

BANK CARDS; COMMUNITY DETECTION; HUMAN MOBILITY; LARGE-SCALE NETWORK; MOBILITY CHARACTERISTICS; OPERATIONAL PROBLEMS; REGIONAL DELINEATION; TRANSPORTATION PLANNING;

BIG DATA;

EID: 84923882854     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BigData.Congress.2014.28     Document Type: Conference Paper

References (27)

1. C. Ratti, S. Williams, D. Frenchman, and R. Pulselli, " Mobile landscapes: Using location data from cell phones for urban analysis," Environment and planning B, vol. 33, no. 5, p. 727, 2006.
2. F. Calabrese and C. Ratti, "Real Time Rome, " Networks and Communication studies, vol. 20, no. 3-4, pp. 247-258, 2006.
3. F. Girardin, F. Calabrese, F. D. Fiore, C. Ratti, and J. Blat, " Digital footprinting: Uncovering tourists with user-generated content," Pervasive Computing, IEEE, vol. 7, no. 4, pp. 36-43, 2008.
4. M. González,C. Hidalgo,A.-L. Barabási Understanding individual human mobility patterns Nature 453, 779-782, 2008.
5. D. Quercia, N. Lathia, F. Calabrese, G. Di Lorenzo, and J. Crowcroft, " Recommending social events from mobile phone location data," in Data Mining (ICDM), 2010 IEEE 10th International Conference on, 2010, pp. 971-976.
6. A. Java, X. Song, T. Finin, and B. Tseng, "Why weTwitter: understanding microblogging usage and communities, " in Procee dings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis. ACM, 2007, pp. 56-65.
7. M. Szell, S. Grauwin, and C. Ratti, "Contraction of online response to major events, " arXiv preprint arXiv:1308.5190, 2013.
8. M. R. Frank, L. Mitchell, P. S. Dodds, and C. M. Danforth, " Happiness and the patterns of life: A study of geolocated tweets," Scientific Reports, vol. 3, 2013.
9. B. Hawelka, I. Sitko, E. Beinat, S. Sobolevsky, P. Kazakopoulos, and C. Ratti, " Geo-located Twitter as the proxy for global mobility patterns," Cartography and Geographic Information Science, 2014.
10. C. Kang, S. Sobolevsky, Y. Liu, and C. Ratti, " Exploring human movements in Singapore: a comparative analysis based on mobile phone and taxicab usages," in Proceedings of the 2nd ACM SIGKDD International Workshop on Urban Computing. ACM, 2013, p. 1.
11. P. Santi, G. Resta, M. Szell, S. Sobolevsky, S. Strogatz, and C. Ratti, " Taxi pooling in New York City: a networkbased approach to social sharing problems," arXiv preprint arXiv:1310.2963, 2013.
12. M. Bagchi and P. White, "The potential of public transport smart card data, " Transport Policy, vol. 12, no. 5, pp. 464-474, 2005.
13. N. Lathia, D. Quercia, and J. Crowcroft, "The hidden image of the city: Sensing community well-being from urban mobility, " in Pe rvasive Computing, ser. Lecture Notes in Computer Science, J. Kay, P. Lukowicz, H. Tokuda, P. Olivier, and A. Krüger, Eds., 2012, vol. 7319, pp. 91-98.
14. C. Ratti, S. Sobolevsky, F. Calabrese, C. Andris, J. Reades, M. Martino, R. Claxton, and S. H. Strogatz, " Redrawing the map of Great Britain from a network of human interactions," PLoS One, vol. 5, no. 12, p. e14248, 2010.
15. V. Blondel, G. Krings, and I. Thomas, " Regions and borders of mobile telephony in Belgium and in the Brussels metropolitan zone," Brussels Studies, vol. 42, no. 4, 2010.
16. V. Blondel, P. Deville, F. Morlot, Z. Smoreda, P. Van Dooren, and C. Ziemlicki. (2011, 11) Voice on the border: Do cellphones redraw the maps?
17. F. Calabrese, D. Dahlem, A. Gerber, D. Paul, X. Chen, J. Rowland, C. Rath, and C. Ratti, " The connected states of America: Quantifying social radii of influence," in Privacy, Security, Risk and Trust (PASSAT), 2011 IEEE Third International Conference on Social Computing (SocialCom). IEEE, 20 11, pp. 223-230.
18. S. Sobolevsky, M. Szell, R. Campari, T. Couronné, Z. Smoreda, and C. Ratti, " Delineating geographical regions with networks of human interactions in an extensive set of countries," PloS ONE, vol. 8, no. 12, p. e81707, 2013.
19. A. Amini, C. Kang, K. Kung, S. Sobolevsky, and C. Ratti, " The impact of social segregation on human mobility in developing and urbanized regions," arXiv preprint arXiv:1401.5743, 2014.
20. M. Newman, "Modularity and community structure in networks, " Proceedings of the National Academy of Sciences, vol. 103, no. 23, pp. 8577-8582, 2006.
21. S. Sobolevsky, R. Campari, A. Belyi, and C. Ratti, " A general optimization technique for high quality community detection in complex networks," arXiv preprint arXiv:1308.3508, 2013.
22. G. Krings, F. Calabrese, C. Ratti, and V. D. Blondel, " Urban gravity: a model for inter-city telecommunication flows," Journal of Statistical Mechanics: Theory and Experiment, vol. 2009, no. 07, p. L07003, 2009.
23. W.-S. Jung, F. Wang, and H. E. Stanley, "Gravity model in the Korean highway, " EPL (Europhysics Letters), vol. 81, no. 4, p. 48005, 2008.
24. S. Fortunato, "Community detection in graphs, " Physics Report, vol. 486, pp. 75-174, 2010.
25. R. Lambiotte, V. Blondel, C. de Kerchove, E. Huens, C. Prieur, Z. Smoreda, and P. Van Dooren, " Geographical dispersal of mobile communication networks," Physica A, vol. 387, no. 21, pp. 5317-5325, 2008.
26. P. Expert,T. Evans,V. Blondel,R. Lambiotte Uncovering space-independent communities in spatial networks Proceedings of the National Academy of Sciences 108, 19, 7663, 2011.
27. L. Wasserman, All of statistics: a concise course in statistical inference. Springer, 2004.