D. Brockmann, L. Hufnagel, and T. Geisel, The scaling laws of human travel, Nature, vol.6, issue.7075, pp.462-465, 2006.
DOI : 10.1038/nature04292

F. Calabrese, G. D. Lorenzo, L. Liu, and C. Ratti, Estimating Origin-Destination Flows Using Mobile Phone Location Data. Pervasive, pp.36-44, 2011.

F. Calabrese, F. Pereira, G. Dilorenzo, L. Liu, and C. Ratti, The Geography of Taste: Analyzing Cell-Phone Mobility and Social Events, Proc. Pervasive, 2010.
DOI : 10.1007/978-3-642-12654-3_2

C. Chen and K. Grauman, Clues from the beaten path: Location estimation with bursty sequences of tourist photos, CVPR 2011, 2011.
DOI : 10.1109/CVPR.2011.5995412

E. Cho, S. A. Myers, and J. Leskovec, Friendship and mobility, Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining, KDD '11, 2011.
DOI : 10.1145/2020408.2020579

V. Colizza, A. Barrat, M. Barthelmy, A. Valleron, and A. Vespignani, Modeling the Worldwide Spread of Pandemic Influenza: Baseline Case and Containment Interventions, PLoS Medicine, vol.438, issue.1, 2007.
DOI : 10.1371/journal.pmed.0040013.sv004

URL : https://hal.archives-ouvertes.fr/hal-00126956

D. Dearman, T. Sohn, and K. N. Truong, Opportunities exist, Proceedings of the 2011 annual conference on Human factors in computing systems, CHI '11, 2011.
DOI : 10.1145/1978942.1979297

N. Eagle and A. Pentland, Reality mining: sensing complex social systems, Personal and Ubiquitous Computing, vol.10, issue.2, pp.255-268, 2006.
DOI : 10.1007/s00779-005-0046-3

F. Girardin, F. Calabrese, F. Fiore, C. Ratti, and J. Blat, Digital Footprinting: Uncovering Tourists with User-Generated Content, IEEE Pervasive Computing, vol.7, issue.4, pp.36-43, 2008.
DOI : 10.1109/MPRV.2008.71

F. Girardin, F. D. Fiore, C. Ratti, and J. Blat, Leveraging explicitly disclosed location information to understand tourist dynamics: a case study, Journal of Location Based Services, vol.37, issue.1, pp.41-56, 2008.
DOI : 10.3141/1768-15

M. C. González, C. A. Hidalgo, and A. Barabási, Understanding individual human mobility patterns, Nature, vol.89, issue.7196, pp.779-782, 2008.
DOI : 10.1038/nature06958

P. D. Hoff, Multiplicative latent factor models for description and??prediction of social networks, Computational and Mathematical Organization Theory, vol.77, issue.4, pp.261-272, 2009.
DOI : 10.1007/s10588-008-9040-4

E. Horvitz, J. Apacible, R. Sarin, and L. Liao, Prediction, Expectation, and Surprise: Methods, Designs, and Study of a Deployed Traffic Forecasting Service, Proc. IJCAI, 2005.

L. Hufnagel, D. Brockmann, and T. Geisel, Forecast and control of epidemics in a globalized world, Proceedings of the National Academy of Sciences, vol.101, issue.42, pp.15124-15129, 2004.
DOI : 10.1073/pnas.0308344101

E. Kalogerakis, O. Vesselova, J. Hays, A. Efros, and A. Hertzmann, Image sequence geolocation with human travel priors, 2009 IEEE 12th International Conference on Computer Vision, 2009.
DOI : 10.1109/ICCV.2009.5459259

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.152.9216

T. Kurashima, T. Iwata, G. Irie, and K. Fujimura, Travel route recommendation using geotags in photo sharing sites, Proceedings of the 19th ACM international conference on Information and knowledge management, CIKM '10, 2010.
DOI : 10.1145/1871437.1871513

R. M. Neal and G. E. Hinton, A View of the Em Algorithm that Justifies Incremental, Sparse, and other Variants, Learning in Graphical Models, pp.355-368, 1998.
DOI : 10.1007/978-94-011-5014-9_12

D. Patterson, L. Liao, D. Fox, and H. Kautz, Inferring High-Level Behavior from Low-Level Sensors, Proc. UBICOMP, 2003.
DOI : 10.1007/978-3-540-39653-6_6

C. Peng, X. Jin, K. Wong, M. Shi, and P. Lì-o, Collective Human Mobility Pattern from Taxi Trips in Urban Area, PLoS ONE, vol.7, issue.4, p.2012

A. I. Schein, L. K. Saul, and L. H. Ungar, A Generalized Linear Mmodel for Principal Component Analysis of Binary Data, Proc. AISTATS, 2003.

T. Sohn, Mobility Detection Using Everyday GSM Traces, Proc. UBICOMP, 2006.
DOI : 10.1007/11853565_13

J. Yuan, J. Luo, and Y. Wu, Mining Compositional Features From GPS and Visual Cues for Event Recognition in Photo Collections, IEEE Transactions on Multimedia, vol.12, issue.7, 2010.
DOI : 10.1109/TMM.2010.2051868