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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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.
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url |
https://www.orbit-rri.org/ojs/index.php/orbit/article/view/26 |
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AT ansgarkoene editorialresponsibilitiesarisingfrompersonalizationalgorithms AT elviraperez editorialresponsibilitiesarisingfrompersonalizationalgorithms AT helenawebb editorialresponsibilitiesarisingfrompersonalizationalgorithms AT menishapatel editorialresponsibilitiesarisingfrompersonalizationalgorithms AT sofiaceppi editorialresponsibilitiesarisingfrompersonalizationalgorithms AT marinajirotka editorialresponsibilitiesarisingfrompersonalizationalgorithms AT derekmcauley editorialresponsibilitiesarisingfrompersonalizationalgorithms |
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