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Interplay between Telecommunications and Face-to-Face Interactions: A Study Using Mobile Phone Data

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 o...

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Detalles Bibliográficos
Autores principales: Calabrese, Francesco, Smoreda, Zbigniew, Blondel, Vincent D., Ratti, Carlo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3135588/
https://www.ncbi.nlm.nih.gov/pubmed/21765888
http://dx.doi.org/10.1371/journal.pone.0020814
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author Calabrese, Francesco
Smoreda, Zbigniew
Blondel, Vincent D.
Ratti, Carlo
author_facet Calabrese, Francesco
Smoreda, Zbigniew
Blondel, Vincent D.
Ratti, Carlo
author_sort Calabrese, Francesco
collection PubMed
description 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.
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spelling pubmed-31355882011-07-15 Interplay between Telecommunications and Face-to-Face Interactions: A Study Using Mobile Phone Data Calabrese, Francesco Smoreda, Zbigniew Blondel, Vincent D. Ratti, Carlo PLoS One Research Article 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. Public Library of Science 2011-07-13 /pmc/articles/PMC3135588/ /pubmed/21765888 http://dx.doi.org/10.1371/journal.pone.0020814 Text en Calabrese et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Calabrese, Francesco
Smoreda, Zbigniew
Blondel, Vincent D.
Ratti, Carlo
Interplay between Telecommunications and Face-to-Face Interactions: A Study Using Mobile Phone Data
title Interplay between Telecommunications and Face-to-Face Interactions: A Study Using Mobile Phone Data
title_full Interplay between Telecommunications and Face-to-Face Interactions: A Study Using Mobile Phone Data
title_fullStr Interplay between Telecommunications and Face-to-Face Interactions: A Study Using Mobile Phone Data
title_full_unstemmed Interplay between Telecommunications and Face-to-Face Interactions: A Study Using Mobile Phone Data
title_short Interplay between Telecommunications and Face-to-Face Interactions: A Study Using Mobile Phone Data
title_sort interplay between telecommunications and face-to-face interactions: a study using mobile phone data
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3135588/
https://www.ncbi.nlm.nih.gov/pubmed/21765888
http://dx.doi.org/10.1371/journal.pone.0020814
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