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Emergence of communities and diversity in social networks

Communities are common in complex networks and play a significant role in the functioning of social, biological, economic, and technological systems. Despite widespread interest in detecting community structures in complex networks and exploring the effect of communities on collective dynamics, a de...

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Detalles Bibliográficos
Autores principales: Han, Xiao, Cao, Shinan, Shen, Zhesi, Zhang, Boyu, Wang, Wen-Xu, Cressman, Ross, Stanley, H. Eugene
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5358344/
https://www.ncbi.nlm.nih.gov/pubmed/28235785
http://dx.doi.org/10.1073/pnas.1608164114
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author Han, Xiao
Cao, Shinan
Shen, Zhesi
Zhang, Boyu
Wang, Wen-Xu
Cressman, Ross
Stanley, H. Eugene
author_facet Han, Xiao
Cao, Shinan
Shen, Zhesi
Zhang, Boyu
Wang, Wen-Xu
Cressman, Ross
Stanley, H. Eugene
author_sort Han, Xiao
collection PubMed
description Communities are common in complex networks and play a significant role in the functioning of social, biological, economic, and technological systems. Despite widespread interest in detecting community structures in complex networks and exploring the effect of communities on collective dynamics, a deep understanding of the emergence and prevalence of communities in social networks is still lacking. Addressing this fundamental problem is of paramount importance in understanding, predicting, and controlling a variety of collective behaviors in society. An elusive question is how communities with common internal properties arise in social networks with great individual diversity. Here, we answer this question using the ultimatum game, which has been a paradigm for characterizing altruism and fairness. We experimentally show that stable local communities with different internal agreements emerge spontaneously and induce social diversity into networks, which is in sharp contrast to populations with random interactions. Diverse communities and social norms come from the interaction between responders with inherent heterogeneous demands and rational proposers via local connections, where the former eventually become the community leaders. This result indicates that networks are significant in the emergence and stabilization of communities and social diversity. Our experimental results also provide valuable information about strategies for developing network models and theories of evolutionary games and social dynamics.
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spelling pubmed-53583442017-03-24 Emergence of communities and diversity in social networks Han, Xiao Cao, Shinan Shen, Zhesi Zhang, Boyu Wang, Wen-Xu Cressman, Ross Stanley, H. Eugene Proc Natl Acad Sci U S A Social Sciences Communities are common in complex networks and play a significant role in the functioning of social, biological, economic, and technological systems. Despite widespread interest in detecting community structures in complex networks and exploring the effect of communities on collective dynamics, a deep understanding of the emergence and prevalence of communities in social networks is still lacking. Addressing this fundamental problem is of paramount importance in understanding, predicting, and controlling a variety of collective behaviors in society. An elusive question is how communities with common internal properties arise in social networks with great individual diversity. Here, we answer this question using the ultimatum game, which has been a paradigm for characterizing altruism and fairness. We experimentally show that stable local communities with different internal agreements emerge spontaneously and induce social diversity into networks, which is in sharp contrast to populations with random interactions. Diverse communities and social norms come from the interaction between responders with inherent heterogeneous demands and rational proposers via local connections, where the former eventually become the community leaders. This result indicates that networks are significant in the emergence and stabilization of communities and social diversity. Our experimental results also provide valuable information about strategies for developing network models and theories of evolutionary games and social dynamics. National Academy of Sciences 2017-03-14 2017-02-24 /pmc/articles/PMC5358344/ /pubmed/28235785 http://dx.doi.org/10.1073/pnas.1608164114 Text en Freely available online through the PNAS open access option.
spellingShingle Social Sciences
Han, Xiao
Cao, Shinan
Shen, Zhesi
Zhang, Boyu
Wang, Wen-Xu
Cressman, Ross
Stanley, H. Eugene
Emergence of communities and diversity in social networks
title Emergence of communities and diversity in social networks
title_full Emergence of communities and diversity in social networks
title_fullStr Emergence of communities and diversity in social networks
title_full_unstemmed Emergence of communities and diversity in social networks
title_short Emergence of communities and diversity in social networks
title_sort emergence of communities and diversity in social networks
topic Social Sciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5358344/
https://www.ncbi.nlm.nih.gov/pubmed/28235785
http://dx.doi.org/10.1073/pnas.1608164114
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