Group colocation behavior in technological social networks.
We analyze two large datasets from technological networks with location and social data: user location records from an online location-based social networking service, and anonymized telecommunications data from a European cellphone operator, in order to investigate the differences between individua...
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doaj-a4b95b94aa61459fae100a5185d69e842020-11-25T01:21:38ZengPublic Library of Science (PLoS)PLoS ONE1932-62032014-01-0198e10581610.1371/journal.pone.0105816Group colocation behavior in technological social networks.Chloë BrownNeal LathiaCecilia MascoloAnastasios NoulasVincent BlondelWe analyze two large datasets from technological networks with location and social data: user location records from an online location-based social networking service, and anonymized telecommunications data from a European cellphone operator, in order to investigate the differences between individual and group behavior with respect to physical location. We discover agreements between the two datasets: firstly, that individuals are more likely to meet with one friend at a place they have not visited before, but tend to meet at familiar locations when with a larger group. We also find that groups of individuals are more likely to meet at places that their other friends have visited, and that the type of a place strongly affects the propensity for groups to meet there. These differences between group and solo mobility has potential technological applications, for example, in venue recommendation in location-based social networks.http://europepmc.org/articles/PMC4141802?pdf=render |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Chloë Brown Neal Lathia Cecilia Mascolo Anastasios Noulas Vincent Blondel |
spellingShingle |
Chloë Brown Neal Lathia Cecilia Mascolo Anastasios Noulas Vincent Blondel Group colocation behavior in technological social networks. PLoS ONE |
author_facet |
Chloë Brown Neal Lathia Cecilia Mascolo Anastasios Noulas Vincent Blondel |
author_sort |
Chloë Brown |
title |
Group colocation behavior in technological social networks. |
title_short |
Group colocation behavior in technological social networks. |
title_full |
Group colocation behavior in technological social networks. |
title_fullStr |
Group colocation behavior in technological social networks. |
title_full_unstemmed |
Group colocation behavior in technological social networks. |
title_sort |
group colocation behavior in technological social networks. |
publisher |
Public Library of Science (PLoS) |
series |
PLoS ONE |
issn |
1932-6203 |
publishDate |
2014-01-01 |
description |
We analyze two large datasets from technological networks with location and social data: user location records from an online location-based social networking service, and anonymized telecommunications data from a European cellphone operator, in order to investigate the differences between individual and group behavior with respect to physical location. We discover agreements between the two datasets: firstly, that individuals are more likely to meet with one friend at a place they have not visited before, but tend to meet at familiar locations when with a larger group. We also find that groups of individuals are more likely to meet at places that their other friends have visited, and that the type of a place strongly affects the propensity for groups to meet there. These differences between group and solo mobility has potential technological applications, for example, in venue recommendation in location-based social networks. |
url |
http://europepmc.org/articles/PMC4141802?pdf=render |
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1725129308599484416 |