Editorial responsibilities arising from personalization algorithms

Social media platforms routinely apply personalization algorithms to ensure the content presented to the user is relevant and engaging. These algorithms are designed to prioritize and make some pieces of information more visible than others. However, there is typically no transparency in the criter...

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Main Authors: Ansgar Koene, Elvira Perez, Helena Webb, Menisha Patel, Sofia Ceppi, Marina Jirotka, Derek McAuley
Format: Article
Language:English
Published: ORBIT 2017-09-01
Series:ORBIT Journal
Online Access:https://www.orbit-rri.org/ojs/index.php/orbit/article/view/26
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spelling doaj-b7174828b75947838eedbd227b15ce172020-11-25T01:49:35ZengORBITORBIT Journal2515-85622017-09-011110.29297/orbit.v1i1.2626Editorial responsibilities arising from personalization algorithmsAnsgar Koene0Elvira Perez1Helena Webb2Menisha Patel3Sofia Ceppi4Marina Jirotka5Derek McAuley6University of NottinghamUniversity of NottinghamOxford UniversityOxford UniversityUniversity of EdinburghOxford UniversityUniversity of Nottingham Social media platforms routinely apply personalization algorithms to ensure the content presented to the user is relevant and engaging. These algorithms are designed to prioritize and make some pieces of information more visible than others. However, there is typically no transparency in the criteria used for ranking the information, and more importantly, the consequences that the resulting content could have on users. Social media platforms argue that because they do not alter content, just reshape the way it is presented to the user, they are merely technological companies (not media companies). We highlight the value of a Responsible Research and innovation (RRI) approach to the design, implementation and use of personalization algorithms. Based on this and in combination with reasoned analysis and the use of case studies, we suggest that social media platforms should take editorial responsibility and adopt a code of ethics to promote corporate social responsibility. https://www.orbit-rri.org/ojs/index.php/orbit/article/view/26
collection DOAJ
language English
format Article
sources DOAJ
author Ansgar Koene
Elvira Perez
Helena Webb
Menisha Patel
Sofia Ceppi
Marina Jirotka
Derek McAuley
spellingShingle Ansgar Koene
Elvira Perez
Helena Webb
Menisha Patel
Sofia Ceppi
Marina Jirotka
Derek McAuley
Editorial responsibilities arising from personalization algorithms
ORBIT Journal
author_facet Ansgar Koene
Elvira Perez
Helena Webb
Menisha Patel
Sofia Ceppi
Marina Jirotka
Derek McAuley
author_sort Ansgar Koene
title Editorial responsibilities arising from personalization algorithms
title_short Editorial responsibilities arising from personalization algorithms
title_full Editorial responsibilities arising from personalization algorithms
title_fullStr Editorial responsibilities arising from personalization algorithms
title_full_unstemmed Editorial responsibilities arising from personalization algorithms
title_sort editorial responsibilities arising from personalization algorithms
publisher ORBIT
series ORBIT Journal
issn 2515-8562
publishDate 2017-09-01
description Social media platforms routinely apply personalization algorithms to ensure the content presented to the user is relevant and engaging. These algorithms are designed to prioritize and make some pieces of information more visible than others. However, there is typically no transparency in the criteria used for ranking the information, and more importantly, the consequences that the resulting content could have on users. Social media platforms argue that because they do not alter content, just reshape the way it is presented to the user, they are merely technological companies (not media companies). We highlight the value of a Responsible Research and innovation (RRI) approach to the design, implementation and use of personalization algorithms. Based on this and in combination with reasoned analysis and the use of case studies, we suggest that social media platforms should take editorial responsibility and adopt a code of ethics to promote corporate social responsibility.
url https://www.orbit-rri.org/ojs/index.php/orbit/article/view/26
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