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An ecological approach to structural flexibility in online communication systems
Human cognitive abilities are limited resources. Today, in the age of cheap information—cheap to produce, to manipulate, to disseminate—this cognitive bottleneck translates into hypercompetition for rewarding outcomes among actors. These incentives push actors to mutualistically interact with specif...
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/PMC8007599/ https://www.ncbi.nlm.nih.gov/pubmed/33782408 http://dx.doi.org/10.1038/s41467-021-22184-2 |
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author | Palazzi, María J. Solé-Ribalta, Albert Calleja-Solanas, Violeta Meloni, Sandro Plata, Carlos A. Suweis, Samir Borge-Holthoefer, Javier |
author_facet | Palazzi, María J. Solé-Ribalta, Albert Calleja-Solanas, Violeta Meloni, Sandro Plata, Carlos A. Suweis, Samir Borge-Holthoefer, Javier |
author_sort | Palazzi, María J. |
collection | PubMed |
description | Human cognitive abilities are limited resources. Today, in the age of cheap information—cheap to produce, to manipulate, to disseminate—this cognitive bottleneck translates into hypercompetition for rewarding outcomes among actors. These incentives push actors to mutualistically interact with specific memes, seeking the virality of their messages. In turn, memes’ chances to persist and spread are subject to changes in the communication environment. In spite of all this complexity, here we show that the underlying architecture of empirical actor-meme information ecosystems evolves into recurring emergent patterns. We then propose an ecology-inspired modelling framework, bringing to light the precise mechanisms causing the observed flexible structural reorganisation. The model predicts—and the data confirm—that users’ struggle for visibility induces a re-equilibration of the network’s mesoscale towards self-similar nested arrangements. Our final microscale insights suggest that flexibility at the structural level is not mirrored at the dynamical one. |
format | Online Article Text |
id | pubmed-8007599 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-80075992021-04-16 An ecological approach to structural flexibility in online communication systems Palazzi, María J. Solé-Ribalta, Albert Calleja-Solanas, Violeta Meloni, Sandro Plata, Carlos A. Suweis, Samir Borge-Holthoefer, Javier Nat Commun Article Human cognitive abilities are limited resources. Today, in the age of cheap information—cheap to produce, to manipulate, to disseminate—this cognitive bottleneck translates into hypercompetition for rewarding outcomes among actors. These incentives push actors to mutualistically interact with specific memes, seeking the virality of their messages. In turn, memes’ chances to persist and spread are subject to changes in the communication environment. In spite of all this complexity, here we show that the underlying architecture of empirical actor-meme information ecosystems evolves into recurring emergent patterns. We then propose an ecology-inspired modelling framework, bringing to light the precise mechanisms causing the observed flexible structural reorganisation. The model predicts—and the data confirm—that users’ struggle for visibility induces a re-equilibration of the network’s mesoscale towards self-similar nested arrangements. Our final microscale insights suggest that flexibility at the structural level is not mirrored at the dynamical one. Nature Publishing Group UK 2021-03-29 /pmc/articles/PMC8007599/ /pubmed/33782408 http://dx.doi.org/10.1038/s41467-021-22184-2 Text en © The Author(s) 2021 Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Palazzi, María J. Solé-Ribalta, Albert Calleja-Solanas, Violeta Meloni, Sandro Plata, Carlos A. Suweis, Samir Borge-Holthoefer, Javier An ecological approach to structural flexibility in online communication systems |
title | An ecological approach to structural flexibility in online communication systems |
title_full | An ecological approach to structural flexibility in online communication systems |
title_fullStr | An ecological approach to structural flexibility in online communication systems |
title_full_unstemmed | An ecological approach to structural flexibility in online communication systems |
title_short | An ecological approach to structural flexibility in online communication systems |
title_sort | ecological approach to structural flexibility in online communication systems |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8007599/ https://www.ncbi.nlm.nih.gov/pubmed/33782408 http://dx.doi.org/10.1038/s41467-021-22184-2 |
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