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Dynamics and biases of online attention: the case of aircraft crashes

The Internet not only has changed the dynamics of our collective attention but also through the transactional log of online activities, provides us with the opportunity to study attention dynamics at scale. In this paper, we particularly study attention to aircraft incidents and accidents using Wiki...

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Detalles Bibliográficos
Autores principales: García-Gavilanes, Ruth, Tsvetkova, Milena, Yasseri, Taha
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5098985/
https://www.ncbi.nlm.nih.gov/pubmed/27853560
http://dx.doi.org/10.1098/rsos.160460
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author García-Gavilanes, Ruth
Tsvetkova, Milena
Yasseri, Taha
author_facet García-Gavilanes, Ruth
Tsvetkova, Milena
Yasseri, Taha
author_sort García-Gavilanes, Ruth
collection PubMed
description The Internet not only has changed the dynamics of our collective attention but also through the transactional log of online activities, provides us with the opportunity to study attention dynamics at scale. In this paper, we particularly study attention to aircraft incidents and accidents using Wikipedia transactional data in two different language editions, English and Spanish. We study both the editorial activities on and the viewership of the articles about airline crashes. We analyse how the level of attention is influenced by different parameters such as number of deaths, airline region, and event locale and date. We find evidence that the attention given by Wikipedia editors to pre-Wikipedia aircraft incidents and accidents depends on the region of the airline for both English and Spanish editions. North American airline companies receive more prompt coverage in English Wikipedia. We also observe that the attention given by Wikipedia visitors is influenced by the airline region but only for events with a high number of deaths. Finally we show that the rate and time span of the decay of attention is independent of the number of deaths and a fast decay within about a week seems to be universal. We discuss the implications of these findings in the context of attention bias.
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spelling pubmed-50989852016-11-16 Dynamics and biases of online attention: the case of aircraft crashes García-Gavilanes, Ruth Tsvetkova, Milena Yasseri, Taha R Soc Open Sci Physics The Internet not only has changed the dynamics of our collective attention but also through the transactional log of online activities, provides us with the opportunity to study attention dynamics at scale. In this paper, we particularly study attention to aircraft incidents and accidents using Wikipedia transactional data in two different language editions, English and Spanish. We study both the editorial activities on and the viewership of the articles about airline crashes. We analyse how the level of attention is influenced by different parameters such as number of deaths, airline region, and event locale and date. We find evidence that the attention given by Wikipedia editors to pre-Wikipedia aircraft incidents and accidents depends on the region of the airline for both English and Spanish editions. North American airline companies receive more prompt coverage in English Wikipedia. We also observe that the attention given by Wikipedia visitors is influenced by the airline region but only for events with a high number of deaths. Finally we show that the rate and time span of the decay of attention is independent of the number of deaths and a fast decay within about a week seems to be universal. We discuss the implications of these findings in the context of attention bias. The Royal Society 2016-10-12 /pmc/articles/PMC5098985/ /pubmed/27853560 http://dx.doi.org/10.1098/rsos.160460 Text en © 2016 The Authors. http://creativecommons.org/licenses/by/4.0/ Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited.
spellingShingle Physics
García-Gavilanes, Ruth
Tsvetkova, Milena
Yasseri, Taha
Dynamics and biases of online attention: the case of aircraft crashes
title Dynamics and biases of online attention: the case of aircraft crashes
title_full Dynamics and biases of online attention: the case of aircraft crashes
title_fullStr Dynamics and biases of online attention: the case of aircraft crashes
title_full_unstemmed Dynamics and biases of online attention: the case of aircraft crashes
title_short Dynamics and biases of online attention: the case of aircraft crashes
title_sort dynamics and biases of online attention: the case of aircraft crashes
topic Physics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5098985/
https://www.ncbi.nlm.nih.gov/pubmed/27853560
http://dx.doi.org/10.1098/rsos.160460
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