Interplay between Telecommunications and Face-to-Face Interactions: A Study Using Mobile Phone Data
Author(s)
Calabrese, Francesco; Smoreda, Zbigniew; Blondel, Vincent D.; Ratti, Carlo
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In this study we analyze one year of anonymized telecommunications data for over one million customers from a large European cellphone operator, and we investigate the relationship between people's calls and their physical location. We discover that more than 90% of users who have called each other have also shared the same space (cell tower), even if they live far apart. Moreover, we find that close to 70% of users who call each other frequently (at least once per month on average) have shared the same space at the same time - an instance that we call co-location. Co-locations appear indicative of coordination calls, which occur just before face-to-face meetings. Their number is highly predictable based on the amount of calls between two users and the distance between their home locations - suggesting a new way to quantify the interplay between telecommunications and face-to-face interactions.
Date issued
2011-07Department
Massachusetts Institute of Technology. Department of Urban Studies and Planning; Massachusetts Institute of Technology. Laboratory for Information and Decision Systems; Massachusetts Institute of Technology. SENSEable City LaboratoryJournal
PLoS ONE
Publisher
Public Library of Science
Citation
Calabrese, Francesco et al. “Interplay between Telecommunications and Face-to-Face Interactions: A Study Using Mobile Phone Data.” Ed. Enrico Scalas. PLoS ONE 6 (2011): e20814.
Version: Final published version
ISSN
1932-6203