Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Palazzi, María J., Solé-Ribalta, Albert, Calleja-Solanas, Violeta, Meloni, Sandro, Plata, Carlos A., Suweis, Samir, Borge-Holthoefer, Javier
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
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
_version_ 1783672524951781376
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
work_keys_str_mv AT palazzimariaj anecologicalapproachtostructuralflexibilityinonlinecommunicationsystems
AT soleribaltaalbert anecologicalapproachtostructuralflexibilityinonlinecommunicationsystems
AT callejasolanasvioleta anecologicalapproachtostructuralflexibilityinonlinecommunicationsystems
AT melonisandro anecologicalapproachtostructuralflexibilityinonlinecommunicationsystems
AT platacarlosa anecologicalapproachtostructuralflexibilityinonlinecommunicationsystems
AT suweissamir anecologicalapproachtostructuralflexibilityinonlinecommunicationsystems
AT borgeholthoeferjavier anecologicalapproachtostructuralflexibilityinonlinecommunicationsystems
AT palazzimariaj ecologicalapproachtostructuralflexibilityinonlinecommunicationsystems
AT soleribaltaalbert ecologicalapproachtostructuralflexibilityinonlinecommunicationsystems
AT callejasolanasvioleta ecologicalapproachtostructuralflexibilityinonlinecommunicationsystems
AT melonisandro ecologicalapproachtostructuralflexibilityinonlinecommunicationsystems
AT platacarlosa ecologicalapproachtostructuralflexibilityinonlinecommunicationsystems
AT suweissamir ecologicalapproachtostructuralflexibilityinonlinecommunicationsystems
AT borgeholthoeferjavier ecologicalapproachtostructuralflexibilityinonlinecommunicationsystems