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Urban Sensing Using Mobile Phone Network Data: A Survey of Research

Bibliographic reference Calabrese, Francesco ; Blondel, Vincent ; Ferrari, Laura. Urban Sensing Using Mobile Phone Network Data: A Survey of Research. In: ACM Computing Surveys : the survey and tutorial journal of the ACM, Vol. 47, no. 2 (2014)
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  1. Yuan Yihong, Raubal Martin, Extracting Dynamic Urban Mobility Patterns from Mobile Phone Data, Geographic Information Science (2012) ISBN:9783642330230 p.354-367, 10.1007/978-3-642-33024-7_26
  2. L. Wu, B. N. Waber, S. Aral, E. Brynjolfsson, and A. Pentland. 2008. Mining face-to-face interaction networks using sociometric badges: Predicting productivity in an IT configuration task. In ICIS. Association for Information Systems, 127.
  3. Wightman Pedro, Coronell Winston, Jabba Daladier, Jimeno Miguel, Labrador Miguel, Evaluation of Location Obfuscation techniques for privacy in location based information systems, 10.1109/latincom.2011.6107399
  4. Wesolowski A., Eagle N., Noor A. M., Snow R. W., Buckee C. O., The impact of biases in mobile phone ownership on estimates of human mobility, 10.1098/rsif.2012.0986
  5. S. Wang, J. Min, and B. Yi. 2008. Location based services for mobiles: Technologies and standards. In IEEE ICC. Beijing.
  6. P. Wang, T. Hunter, A. M. Bayen, K. Schechtner, and M. C. Gonzalez. 2012. Understanding road usage patterns in urban areas. Scientific Reports 2 (2012).
  7. Wang Dashun, Pedreschi Dino, Song Chaoming, Giannotti Fosca, Barabasi Albert-Laszlo, Human mobility, social ties, and link prediction, 10.1145/2020408.2020581
  8. S. van den Elzen, J. Blaas, D. Holten, J.-K. Buenen, J. J. van Wijk, R. Spousta, A. Miao, S. Sala, and S. Chan. 2013. Exploration and analysis of massive mobile phone data: A layered visual analytics approach. In Proceedings of the 3rd International Conference on the Analysis of Mobile Phone Datasets (NetMob'13). Boston, MA, USA.
  9. Traag V.A., Browet A., Calabrese F., Morlot F., Social Event Detection in Massive Mobile Phone Data Using Probabilistic Location Inference, 10.1109/passat/socialcom.2011.133
  10. Technology Review. 2010. Mobile Data: A Gold Mine for Telcos. Retrieved from
  11. Soto Victor, Frias-Martinez Vanessa, Virseda Jesus, Frias-Martinez Enrique, Prediction of Socioeconomic Levels Using Cell Phone Records, User Modeling, Adaption and Personalization (2011) ISBN:9783642223617 p.377-388, 10.1007/978-3-642-22362-4_35
  12. V. Soto and E. Frias-Martinez. 2011. Robust land use characterization of urban landscapes using cell phone data. In Proceedings of the 1st Workshop on Pervasive Urban Applications (Purba'11).
  13. C. Song, Z. Qu, N. Blumm, and A.-L. Barabási. 2010b. Limits of predictability human mobility. Science 327, 2 (2010), 1018--1021.
  14. C. Song, T. Koren, P. Wang, and A.-L. Barabási. 2010a. Modelling the scaling properties of human mobility. Nature Physics 6, 10 (2010), 818--823.
  15. Sohn Timothy, Varshavsky Alex, LaMarca Anthony, Chen Mike Y., Choudhury Tanzeem, Smith Ian, Consolvo Sunny, Hightower Jeffrey, Griswold William G., de Lara Eyal, Mobility Detection Using Everyday GSM Traces, Lecture Notes in Computer Science (2006) ISBN:9783540396345 p.212-224, 10.1007/11853565_13
  16. F. Simini, M. C. González, A. Maritan, and A.-L. Barabási. 2012. A universal model for mobility and migration patterns. Nature 484, 7392 (2012), 96--100.
  17. Sevtsuk Andres, Ratti Carlo, Does Urban Mobility Have a Daily Routine? Learning from the Aggregate Data of Mobile Networks, 10.1080/10630731003597322
  18. Schneider C. M., Belik V., Couronne T., Smoreda Z., Gonzalez M. C., Unravelling daily human mobility motifs, 10.1098/rsif.2013.0246
  19. Sasaki Kuniaki, Nishii Kazuo, Measurement of intention to travel: Considering the effect of telecommunications on trips, 10.1016/j.trc.2009.04.012
  20. Reades Jonathan, Calabrese Francesco, Sevtsuk Andres, Ratti Carlo, Cellular Census: Explorations in Urban Data Collection, 10.1109/mprv.2007.53
  21. Ratti Carlo, Sobolevsky Stanislav, Calabrese Francesco, Andris Clio, Reades Jonathan, Martino Mauro, Claxton Rob, Strogatz Steven H., Redrawing the Map of Great Britain from a Network of Human Interactions, 10.1371/journal.pone.0014248
  22. Pan Wei, Ghoshal Gourab, Krumme Coco, Cebrian Manuel, Pentland Alex, Urban characteristics attributable to density-driven tie formation, 10.1038/ncomms2961
  23. J.-P. Onnela, J. Saramäki, J. Hyvonen, G. Szabó, D. Lazer, K. Kaski, J. Kertész, and A.-L. Barabási. 2007. Structure and tie strengths in mobile communication networks. Proceedings of the National Academy of Sciences 104, 18 (2007), 7332.
  24. Nurmi Petteri, Bhattacharya Sourav, Identifying Meaningful Places: The Non-parametric Way, Lecture Notes in Computer Science (2008) ISBN:9783540795759 p.111-127, 10.1007/978-3-540-79576-6_7
  25. A. Noulas, C. Mascolo, and E. Frías-Martínez. 2013. Exploiting foursquare and cellular data to infer user activity in urban environments. In MDM. 167--176.
  26. J. More and C. Lingam. 2013. Current trends in reality mining. IRJES 2, 2 (2013), 35--39.
  27. Mok Diana, Wellman Barry, Carrasco Juan, Does Distance Matter in the Age of the Internet?, 10.1177/0042098010377363
  28. Mir Darakhshan J., Isaacman Sibren, Caceres Ramon, Martonosi Margaret, Wright Rebecca N., DP-WHERE: Differentially private modeling of human mobility, 10.1109/bigdata.2013.6691626
  29. J. Manyika, M. Chui, B. Brown, J. Bughin, R. Dobbs, C. Roxburgh, and A. H. Byers. 2011. Big data: The next frontier for innovation, competition and productivity. In McKinsey Global Institute.
  30. Lu X., Bengtsson L., Holme P., Predictability of population displacement after the 2010 Haiti earthquake, 10.1073/pnas.1203882109
  31. A. Lima, M. De Domenico, V. Pejovic, and M. Musolesi. 2013. Exploiting cellular data for disease containment and information campaigns strategies in country-wide epidemics. In Proceedings of the 3rd International Conference on the Analysis of Mobile Phone Datasets (NetMob'13). Boston, MA, USA.
  32. Lambiotte Renaud, Blondel Vincent D., de Kerchove Cristobald, Huens Etienne, Prieur Christophe, Smoreda Zbigniew, Van Dooren Paul, Geographical dispersal of mobile communication networks, 10.1016/j.physa.2008.05.014
  33. Krumm John, A survey of computational location privacy, 10.1007/s00779-008-0212-5
  34. Krisp Jukka M., Planning Fire and Rescue Services by Visualizing Mobile Phone Density, 10.1080/10630731003597330
  35. Kaiser Christian, Pozdnoukhov Alexei, Enabling real-time city sensing with kernel stream oracles and MapReduce, 10.1016/j.pmcj.2012.11.003
  36. Jiang Shan, Fiore Gaston A., Yang Yingxiang, Ferreira Joseph, Frazzoli Emilio, González Marta C., A review of urban computing for mobile phone traces : current methods, challenges and opportunities, 10.1145/2505821.2505828
  37. Isaacman Sibren, Becker Richard, Cáceres Ramón, Kobourov Stephen, Rowland James, Varshavsky Alexander, A tale of two cities, 10.1145/1734583.1734589
  38. S. Isaacman, R. Becker, R. Cáceres, S. Kobourov, M. Martonosi, J. Rowland, and A. Varshavsky. 2011. Identifying important places in people's lives from cellular network data. In Proceedings of the 9th International Conference on Pervasive Computing (Pervasive'11). Springer-Verlag, Berlin, Heidelberg, 133--151.
  39. International Telecommunication Union. Homepage. Retrieved from
  40. González Marta C., Hidalgo César A., Barabási Albert-László, Understanding individual human mobility patterns, 10.1038/nature06958
  41. F. Girardin, A. Vaccari, A. Gerber, and C. Ratti. 2009. Quantifying urban attractiveness from the distribution and density of digital footprints. Journal of Spatial Data Infrastructure Research 4 (2009), 175--200.
  42. Girardin Fabien, Calabrese Francesco, Fiore Filippo Dal, Ratti Carlo, Blat Josep, Digital Footprinting: Uncovering Tourists with User-Generated Content, 10.1109/mprv.2008.71
  43. Mobility, Data Mining and Privacy, ISBN:9783540751762, 10.1007/978-3-540-75177-9
  44. Gedik Bugra, Liu Ling, Protecting Location Privacy with Personalized k-Anonymity: Architecture and Algorithms, 10.1109/tmc.2007.1062
  45. United Nations Population Fund. 2007. 2007 State of World Population. Retrieved from
  46. Freeman Roger L., Fundamentals of Telecommunications : Freeman/Telecommunications 2e, ISBN:9780471720942, 10.1002/0471720941
  47. L. Ferrari, M. Mamei, and M. Colonna. 2012. People get together on special events: Discovering happenings in the city via cell network analysis. In PerCom Workshops. 223--228.
  48. de Montjoye Yves-Alexandre, Hidalgo César A., Verleysen Michel, Blondel Vincent D., Unique in the Crowd: The privacy bounds of human mobility, 10.1038/srep01376
  49. E. de Jonge, M. van Pelt, and M. Roos. 2012. Time patterns, geospatial clustering and mobility statistics based on mobile phone network data. Statistics Netherlands, Division Methodology and Quality Sector Methodology Heerlen (2012).
  50. Crandall D. J., Backstrom L., Cosley D., Suri S., Huttenlocher D., Kleinberg J., Inferring social ties from geographic coincidences, 10.1073/pnas.1006155107
  51. T. Couronne, Z. Smoreda, and A.-M. Olteanu. 2011b. Chatty mobiles: Individual mobility and communication patterns. NetMob 2011 (2011).
  52. T. Couronne, A.-M. Olteanu, and Z. Smoreda. 2011a. Urban mobility: Velocity and uncertainty in mobile phone data. In SocialCom/PASSAT'11. 1425--1430.
  53. S. Choo, T. Lee, and P. L. Mokhtarian. 2010. Do transportation and communications tend to be substitutes, complements, or neither?: U.S. consumer expenditures perspective, 1984-2002. Transportation Research Record: Journal of the Transportation Research Board 2010/2007, 1 (2010), 121--132.
  54. Cho Eunjoon, Myers Seth A., Leskovec Jure, Friendship and mobility : user movement in location-based social networks, 10.1145/2020408.2020579
  55. A. Cavoukian (Ed.). 1998. Data Mining: Staking a Claim on Your Privacy. Information and Privacy Commissioner/Ontario.
  56. Calabrese Francesco, Smoreda Zbigniew, Blondel Vincent D., Ratti Carlo, Interplay between Telecommunications and Face-to-Face Interactions: A Study Using Mobile Phone Data, 10.1371/journal.pone.0020814
  57. Calabrese Francesco, Pereira Francisco C., Di Lorenzo Giusy, Liu Liang, Ratti Carlo, The Geography of Taste: Analyzing Cell-Phone Mobility and Social Events, Lecture Notes in Computer Science (2010) ISBN:9783642126536 p.22-37, 10.1007/978-3-642-12654-3_2
  58. F. Calabrese, G. Di Lorenzo, Liang Liu, and C. Ratti. 2011c. Estimating origin-destination flows using mobile phone location data. IEEE Pervasive Computing 10, 4 (April 2011), 36--44. DOI: 10.1109/MPRV.2011.41
  59. F. Calabrese, D. Dahlem, A. Gerber, D. Paul, C. Xiaoji, J. Rowland, C. Rath, and C. Ratti. 2011b. The connected states of America: Quantifying social radii of influence. In Privacy, Security, Risk and Trust (SocialCom'11).
  60. Calabrese Francesco, Colonna Massimo, Lovisolo Piero, Parata Dario, Ratti Carlo, Real-Time Urban Monitoring Using Cell Phones: A Case Study in Rome, 10.1109/tits.2010.2074196
  61. O. Bucicovschi, R. W. Douglass, D. A. Meyer, M. Ram, D. Rideout, and D. Song. 2013. Analyzing social divisions using cell phone data. In Proceedings of the 3rd International Conference on the Analysis of Mobile Phone Datasets (NetMob'13). Boston, MA.
  62. V. Blondel, G. Krings, and I. Thomas. 2010. Regions and borders of mobile telephony in Belgium and around Brussels. Brussel Studies 42 (2010).
  63. Berlingerio Michele, Calabrese Francesco, Di Lorenzo Giusy, Nair Rahul, Pinelli Fabio, Sbodio Marco Luca, AllAboard: A System for Exploring Urban Mobility and Optimizing Public Transport Using Cellphone Data, Machine Learning and Knowledge Discovery in Databases (2013) ISBN:9783642409936 p.663-666, 10.1007/978-3-642-40994-3_50
  64. Becker Richard A., Caceres Ramon, Hanson Karrie, Loh Ji Meng, Urbanek Simon, Varshavsky Alexander, Volinsky Chris, Route classification using cellular handoff patterns, 10.1145/2030112.2030130
  65. Becker Richard, Volinsky Chris, Cáceres Ramón, Hanson Karrie, Isaacman Sibren, Loh Ji Meng, Martonosi Margaret, Rowland James, Urbanek Simon, Varshavsky Alexander, Human mobility characterization from cellular network data, 10.1145/2398356.2398375
  66. J. P. Bagrow, D. Wang, and A.-L. Barabási. 2011. Collective response of human populations to large-scale emergencies. PLoS ONE 6, 3 (2011).
  67. Albertson Lesley A., Telecommunications as a Travel Substitute: Some Psychological, Organizational, and Social Aspects, 10.1111/j.1460-2466.1977.tb01824.x
  68. Ahas Rein, Silm Siiri, Järv Olle, Saluveer Erki, Tiru Margus, Using Mobile Positioning Data to Model Locations Meaningful to Users of Mobile Phones, 10.1080/10630731003597306