Geographic constraints on social network groups.
Social groups are fundamental building blocks of human societies. While our social interactions have always been constrained by geography, it has been impossible, due to practical difficulties, to evaluate the nature of this restriction on social group structure. We construct a social network of ind...
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2011-04-01
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doaj-753d198cd3c0477e92f85dcad226d48a2020-11-25T02:06:06ZengPublic Library of Science (PLoS)PLoS ONE1932-62032011-04-0164e1693910.1371/journal.pone.0016939Geographic constraints on social network groups.Jukka-Pekka OnnelaSamuel ArbesmanMarta C GonzálezAlbert-László BarabásiNicholas A ChristakisSocial groups are fundamental building blocks of human societies. While our social interactions have always been constrained by geography, it has been impossible, due to practical difficulties, to evaluate the nature of this restriction on social group structure. We construct a social network of individuals whose most frequent geographical locations are also known. We also classify the individuals into groups according to a community detection algorithm. We study the variation of geographical span for social groups of varying sizes, and explore the relationship between topological positions and geographic positions of their members. We find that small social groups are geographically very tight, but become much more clumped when the group size exceeds about 30 members. Also, we find no correlation between the topological positions and geographic positions of individuals within network communities. These results suggest that spreading processes face distinct structural and spatial constraints.http://europepmc.org/articles/PMC3071679?pdf=render |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jukka-Pekka Onnela Samuel Arbesman Marta C González Albert-László Barabási Nicholas A Christakis |
spellingShingle |
Jukka-Pekka Onnela Samuel Arbesman Marta C González Albert-László Barabási Nicholas A Christakis Geographic constraints on social network groups. PLoS ONE |
author_facet |
Jukka-Pekka Onnela Samuel Arbesman Marta C González Albert-László Barabási Nicholas A Christakis |
author_sort |
Jukka-Pekka Onnela |
title |
Geographic constraints on social network groups. |
title_short |
Geographic constraints on social network groups. |
title_full |
Geographic constraints on social network groups. |
title_fullStr |
Geographic constraints on social network groups. |
title_full_unstemmed |
Geographic constraints on social network groups. |
title_sort |
geographic constraints on social network groups. |
publisher |
Public Library of Science (PLoS) |
series |
PLoS ONE |
issn |
1932-6203 |
publishDate |
2011-04-01 |
description |
Social groups are fundamental building blocks of human societies. While our social interactions have always been constrained by geography, it has been impossible, due to practical difficulties, to evaluate the nature of this restriction on social group structure. We construct a social network of individuals whose most frequent geographical locations are also known. We also classify the individuals into groups according to a community detection algorithm. We study the variation of geographical span for social groups of varying sizes, and explore the relationship between topological positions and geographic positions of their members. We find that small social groups are geographically very tight, but become much more clumped when the group size exceeds about 30 members. Also, we find no correlation between the topological positions and geographic positions of individuals within network communities. These results suggest that spreading processes face distinct structural and spatial constraints. |
url |
http://europepmc.org/articles/PMC3071679?pdf=render |
work_keys_str_mv |
AT jukkapekkaonnela geographicconstraintsonsocialnetworkgroups AT samuelarbesman geographicconstraintsonsocialnetworkgroups AT martacgonzalez geographicconstraintsonsocialnetworkgroups AT albertlaszlobarabasi geographicconstraintsonsocialnetworkgroups AT nicholasachristakis geographicconstraintsonsocialnetworkgroups |
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1724934977186955264 |