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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society
2016
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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. |
format | Online Article Text |
id | pubmed-5098985 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | The Royal Society |
record_format | MEDLINE/PubMed |
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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