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Do you see what I see? Images of the COVID-19 pandemic through the lens of Google

During times of crisis, information access is crucial. Given the opaque processes behind modern search engines, it is important to understand the extent to which the “picture” of the Covid-19 pandemic accessed by users differs. We explore variations in what users “see” concerning the pandemic throug...

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Detalles Bibliográficos
Autores principales: Paramita, Monica Lestari, Orphanou, Kalia, Christoforou, Evgenia, Otterbacher, Jahna, Hopfgartner, Frank
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Authors. Published by Elsevier Ltd. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9759662/
https://www.ncbi.nlm.nih.gov/pubmed/36567975
http://dx.doi.org/10.1016/j.ipm.2021.102654
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author Paramita, Monica Lestari
Orphanou, Kalia
Christoforou, Evgenia
Otterbacher, Jahna
Hopfgartner, Frank
author_facet Paramita, Monica Lestari
Orphanou, Kalia
Christoforou, Evgenia
Otterbacher, Jahna
Hopfgartner, Frank
author_sort Paramita, Monica Lestari
collection PubMed
description During times of crisis, information access is crucial. Given the opaque processes behind modern search engines, it is important to understand the extent to which the “picture” of the Covid-19 pandemic accessed by users differs. We explore variations in what users “see” concerning the pandemic through Google image search, using a two-step approach. First, we crowdsource a search task to users in four regions of Europe, asking them to help us create a photo documentary of Covid-19 by providing image search queries. Analysing the queries, we find five common themes describing information needs. Next, we study three sources of variation – users’ information needs, their geo-locations and query languages – and analyse their influences on the similarity of results. We find that users see the pandemic differently depending on where they live, as evidenced by the 46% similarity across results. When users expressed a given query in different languages, there was no overlap for most of the results. Our analysis suggests that localisation plays a major role in the (dis)similarity of results, and provides evidence of the diverse “picture” of the pandemic seen through Google.
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spelling pubmed-97596622022-12-19 Do you see what I see? Images of the COVID-19 pandemic through the lens of Google Paramita, Monica Lestari Orphanou, Kalia Christoforou, Evgenia Otterbacher, Jahna Hopfgartner, Frank Inf Process Manag Article During times of crisis, information access is crucial. Given the opaque processes behind modern search engines, it is important to understand the extent to which the “picture” of the Covid-19 pandemic accessed by users differs. We explore variations in what users “see” concerning the pandemic through Google image search, using a two-step approach. First, we crowdsource a search task to users in four regions of Europe, asking them to help us create a photo documentary of Covid-19 by providing image search queries. Analysing the queries, we find five common themes describing information needs. Next, we study three sources of variation – users’ information needs, their geo-locations and query languages – and analyse their influences on the similarity of results. We find that users see the pandemic differently depending on where they live, as evidenced by the 46% similarity across results. When users expressed a given query in different languages, there was no overlap for most of the results. Our analysis suggests that localisation plays a major role in the (dis)similarity of results, and provides evidence of the diverse “picture” of the pandemic seen through Google. The Authors. Published by Elsevier Ltd. 2021-09 2021-06-11 /pmc/articles/PMC9759662/ /pubmed/36567975 http://dx.doi.org/10.1016/j.ipm.2021.102654 Text en © 2021 The Authors Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active.
spellingShingle Article
Paramita, Monica Lestari
Orphanou, Kalia
Christoforou, Evgenia
Otterbacher, Jahna
Hopfgartner, Frank
Do you see what I see? Images of the COVID-19 pandemic through the lens of Google
title Do you see what I see? Images of the COVID-19 pandemic through the lens of Google
title_full Do you see what I see? Images of the COVID-19 pandemic through the lens of Google
title_fullStr Do you see what I see? Images of the COVID-19 pandemic through the lens of Google
title_full_unstemmed Do you see what I see? Images of the COVID-19 pandemic through the lens of Google
title_short Do you see what I see? Images of the COVID-19 pandemic through the lens of Google
title_sort do you see what i see? images of the covid-19 pandemic through the lens of google
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9759662/
https://www.ncbi.nlm.nih.gov/pubmed/36567975
http://dx.doi.org/10.1016/j.ipm.2021.102654
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