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Accelerating dynamics of collective attention

With news pushed to smart phones in real time and social media reactions spreading across the globe in seconds, the public discussion can appear accelerated and temporally fragmented. In longitudinal datasets across various domains, covering multiple decades, we find increasing gradients and shorten...

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Detalles Bibliográficos
Autores principales: Lorenz-Spreen, Philipp, Mønsted, Bjarke Mørch, Hövel, Philipp, Lehmann, Sune
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6465266/
https://www.ncbi.nlm.nih.gov/pubmed/30988286
http://dx.doi.org/10.1038/s41467-019-09311-w
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author Lorenz-Spreen, Philipp
Mønsted, Bjarke Mørch
Hövel, Philipp
Lehmann, Sune
author_facet Lorenz-Spreen, Philipp
Mønsted, Bjarke Mørch
Hövel, Philipp
Lehmann, Sune
author_sort Lorenz-Spreen, Philipp
collection PubMed
description With news pushed to smart phones in real time and social media reactions spreading across the globe in seconds, the public discussion can appear accelerated and temporally fragmented. In longitudinal datasets across various domains, covering multiple decades, we find increasing gradients and shortened periods in the trajectories of how cultural items receive collective attention. Is this the inevitable conclusion of the way information is disseminated and consumed? Our findings support this hypothesis. Using a simple mathematical model of topics competing for finite collective attention, we are able to explain the empirical data remarkably well. Our modeling suggests that the accelerating ups and downs of popular content are driven by increasing production and consumption of content, resulting in a more rapid exhaustion of limited attention resources. In the interplay with competition for novelty, this causes growing turnover rates and individual topics receiving shorter intervals of collective attention.
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spelling pubmed-64652662019-04-17 Accelerating dynamics of collective attention Lorenz-Spreen, Philipp Mønsted, Bjarke Mørch Hövel, Philipp Lehmann, Sune Nat Commun Article With news pushed to smart phones in real time and social media reactions spreading across the globe in seconds, the public discussion can appear accelerated and temporally fragmented. In longitudinal datasets across various domains, covering multiple decades, we find increasing gradients and shortened periods in the trajectories of how cultural items receive collective attention. Is this the inevitable conclusion of the way information is disseminated and consumed? Our findings support this hypothesis. Using a simple mathematical model of topics competing for finite collective attention, we are able to explain the empirical data remarkably well. Our modeling suggests that the accelerating ups and downs of popular content are driven by increasing production and consumption of content, resulting in a more rapid exhaustion of limited attention resources. In the interplay with competition for novelty, this causes growing turnover rates and individual topics receiving shorter intervals of collective attention. Nature Publishing Group UK 2019-04-15 /pmc/articles/PMC6465266/ /pubmed/30988286 http://dx.doi.org/10.1038/s41467-019-09311-w Text en © The Author(s) 2019 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
Lorenz-Spreen, Philipp
Mønsted, Bjarke Mørch
Hövel, Philipp
Lehmann, Sune
Accelerating dynamics of collective attention
title Accelerating dynamics of collective attention
title_full Accelerating dynamics of collective attention
title_fullStr Accelerating dynamics of collective attention
title_full_unstemmed Accelerating dynamics of collective attention
title_short Accelerating dynamics of collective attention
title_sort accelerating dynamics of collective attention
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6465266/
https://www.ncbi.nlm.nih.gov/pubmed/30988286
http://dx.doi.org/10.1038/s41467-019-09311-w
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