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Dense and influential core promotion of daily viral information spread in political echo chambers
Despite the intensive study of the viral spread of fake news in political echo chambers (ECs) on social networking services (SNSs), little is known regarding the underlying structure of the daily information spread in these ECs. Moreover, the effect of SNSs on opinion polarisation is still unclear i...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8021571/ https://www.ncbi.nlm.nih.gov/pubmed/33820918 http://dx.doi.org/10.1038/s41598-021-86750-w |
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author | Asatani, Kimitaka Yamano, Hiroko Sakaki, Takeshi Sakata, Ichiro |
author_facet | Asatani, Kimitaka Yamano, Hiroko Sakaki, Takeshi Sakata, Ichiro |
author_sort | Asatani, Kimitaka |
collection | PubMed |
description | Despite the intensive study of the viral spread of fake news in political echo chambers (ECs) on social networking services (SNSs), little is known regarding the underlying structure of the daily information spread in these ECs. Moreover, the effect of SNSs on opinion polarisation is still unclear in terms of pluralistic information access or selective exposure to opinions in an SNS. In this study, we confirmed the steady, highly independent nature of left- and right-leaning ECs, both of which are composed of approximately 250,000 users, from a year-long reply/retweet network of 42 million Japanese Twitter users. We found that both communities have similarly efficient information spreading networks with densely connected and core-periphery structures. Core nodes resonate in the early stages of information cascades, and unilaterally transmit information to peripheral nodes. Each EC has resonant core users who amplify and steadily spread information to a quarter of a million users. In addition, we confirmed the existence of extremely aggressive users of ECs who co-reply/retweet each other. The connection between these users and top influencers suggests that the extreme opinions of the former group affect the entire community through the top influencers. |
format | Online Article Text |
id | pubmed-8021571 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-80215712021-04-07 Dense and influential core promotion of daily viral information spread in political echo chambers Asatani, Kimitaka Yamano, Hiroko Sakaki, Takeshi Sakata, Ichiro Sci Rep Article Despite the intensive study of the viral spread of fake news in political echo chambers (ECs) on social networking services (SNSs), little is known regarding the underlying structure of the daily information spread in these ECs. Moreover, the effect of SNSs on opinion polarisation is still unclear in terms of pluralistic information access or selective exposure to opinions in an SNS. In this study, we confirmed the steady, highly independent nature of left- and right-leaning ECs, both of which are composed of approximately 250,000 users, from a year-long reply/retweet network of 42 million Japanese Twitter users. We found that both communities have similarly efficient information spreading networks with densely connected and core-periphery structures. Core nodes resonate in the early stages of information cascades, and unilaterally transmit information to peripheral nodes. Each EC has resonant core users who amplify and steadily spread information to a quarter of a million users. In addition, we confirmed the existence of extremely aggressive users of ECs who co-reply/retweet each other. The connection between these users and top influencers suggests that the extreme opinions of the former group affect the entire community through the top influencers. Nature Publishing Group UK 2021-04-05 /pmc/articles/PMC8021571/ /pubmed/33820918 http://dx.doi.org/10.1038/s41598-021-86750-w Text en © The Author(s) 2021 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Asatani, Kimitaka Yamano, Hiroko Sakaki, Takeshi Sakata, Ichiro Dense and influential core promotion of daily viral information spread in political echo chambers |
title | Dense and influential core promotion of daily viral information spread in political echo chambers |
title_full | Dense and influential core promotion of daily viral information spread in political echo chambers |
title_fullStr | Dense and influential core promotion of daily viral information spread in political echo chambers |
title_full_unstemmed | Dense and influential core promotion of daily viral information spread in political echo chambers |
title_short | Dense and influential core promotion of daily viral information spread in political echo chambers |
title_sort | dense and influential core promotion of daily viral information spread in political echo chambers |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8021571/ https://www.ncbi.nlm.nih.gov/pubmed/33820918 http://dx.doi.org/10.1038/s41598-021-86750-w |
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