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Competition between global and local online social networks

The overwhelming success of online social networks, the key actors in the Web 2.0 cosmos, has reshaped human interactions globally. To help understand the fundamental mechanisms which determine the fate of online social networks at the system level, we describe the digital world as a complex ecosyst...

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Detalles Bibliográficos
Autores principales: Kleineberg, Kaj-Kolja, Boguñá, Marián
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4846879/
https://www.ncbi.nlm.nih.gov/pubmed/27117826
http://dx.doi.org/10.1038/srep25116
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author Kleineberg, Kaj-Kolja
Boguñá, Marián
author_facet Kleineberg, Kaj-Kolja
Boguñá, Marián
author_sort Kleineberg, Kaj-Kolja
collection PubMed
description The overwhelming success of online social networks, the key actors in the Web 2.0 cosmos, has reshaped human interactions globally. To help understand the fundamental mechanisms which determine the fate of online social networks at the system level, we describe the digital world as a complex ecosystem of interacting networks. In this paper, we study the impact of heterogeneity in network fitnesses on the competition between an international network, such as Facebook, and local services. The higher fitness of international networks is induced by their ability to attract users from all over the world, which can then establish social interactions without the limitations of local networks. In other words, inter-country social ties lead to increased fitness of the international network. To study the competition between an international network and local ones, we construct a 1:1000 scale model of the digital world, consisting of the 80 countries with the most Internet users. Under certain conditions, this leads to the extinction of local networks; whereas under different conditions, local networks can persist and even dominate completely. In particular, our model suggests that, with the parameters that best reproduce the empirical overtake of Facebook, this overtake could have not taken place with a significant probability.
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spelling pubmed-48468792016-05-04 Competition between global and local online social networks Kleineberg, Kaj-Kolja Boguñá, Marián Sci Rep Article The overwhelming success of online social networks, the key actors in the Web 2.0 cosmos, has reshaped human interactions globally. To help understand the fundamental mechanisms which determine the fate of online social networks at the system level, we describe the digital world as a complex ecosystem of interacting networks. In this paper, we study the impact of heterogeneity in network fitnesses on the competition between an international network, such as Facebook, and local services. The higher fitness of international networks is induced by their ability to attract users from all over the world, which can then establish social interactions without the limitations of local networks. In other words, inter-country social ties lead to increased fitness of the international network. To study the competition between an international network and local ones, we construct a 1:1000 scale model of the digital world, consisting of the 80 countries with the most Internet users. Under certain conditions, this leads to the extinction of local networks; whereas under different conditions, local networks can persist and even dominate completely. In particular, our model suggests that, with the parameters that best reproduce the empirical overtake of Facebook, this overtake could have not taken place with a significant probability. Nature Publishing Group 2016-04-27 /pmc/articles/PMC4846879/ /pubmed/27117826 http://dx.doi.org/10.1038/srep25116 Text en Copyright © 2016, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Kleineberg, Kaj-Kolja
Boguñá, Marián
Competition between global and local online social networks
title Competition between global and local online social networks
title_full Competition between global and local online social networks
title_fullStr Competition between global and local online social networks
title_full_unstemmed Competition between global and local online social networks
title_short Competition between global and local online social networks
title_sort competition between global and local online social networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4846879/
https://www.ncbi.nlm.nih.gov/pubmed/27117826
http://dx.doi.org/10.1038/srep25116
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