Platforms and Exposure Diversity: Towards a Framework to Assess Policies to Promote Exposure Diversity

Detalhes bibliográficos
Autor(a) principal: Ranaivoson, Heritiana
Data de Publicação: 2023
Outros Autores: Domazetovikj, Nino
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://doi.org/10.17645/mac.v11i2.6401
Resumo: The fragmentation of consumption and algorithms’ increasing impact on how content is recommended and displayed makes it even more important to analyse and promote exposure diversity, i.e., the extent to which audiences are exposed to, discover, and engage with diverse content. Although there is a growing literature addressing how to define media diversity in the context of the challenges posed by platformisation, this article translates the normative dimensions into a framework for operationalising exposure diversity into a tangible policy goal, taking into account datafication and its consequences in terms of increasing data requirements towards platforms. The main objective of this study is to analyse initiatives to assess exposure diversity in the platform era and to discuss how such assessment could be improved, particularly for policy initiatives. This involves addressing several challenges of existing approaches for the assessment of exposure diversity related to defining an appropriate frame of reference, determining the degree of diversity required, dealing with data transparency issues, and promoting user autonomy. To achieve this, we propose a framework for analysing initiatives aimed at assessing and promoting exposure to media diversity. Our framework is composed of four key features: measures (type of initiative), metrics (quantifying exposure diversity), data collection methods, and data requirements. We apply this framework to a set of 13 initiatives and find that policy initiatives can benefit from adopting metrics based on distances and experimenting with data collection methods.
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spelling Platforms and Exposure Diversity: Towards a Framework to Assess Policies to Promote Exposure Diversityaudiovisual policy; data requirement; exposure diversity; media pluralism; news policy; online platforms; platform regulation; recommender systemsThe fragmentation of consumption and algorithms’ increasing impact on how content is recommended and displayed makes it even more important to analyse and promote exposure diversity, i.e., the extent to which audiences are exposed to, discover, and engage with diverse content. Although there is a growing literature addressing how to define media diversity in the context of the challenges posed by platformisation, this article translates the normative dimensions into a framework for operationalising exposure diversity into a tangible policy goal, taking into account datafication and its consequences in terms of increasing data requirements towards platforms. The main objective of this study is to analyse initiatives to assess exposure diversity in the platform era and to discuss how such assessment could be improved, particularly for policy initiatives. This involves addressing several challenges of existing approaches for the assessment of exposure diversity related to defining an appropriate frame of reference, determining the degree of diversity required, dealing with data transparency issues, and promoting user autonomy. To achieve this, we propose a framework for analysing initiatives aimed at assessing and promoting exposure to media diversity. Our framework is composed of four key features: measures (type of initiative), metrics (quantifying exposure diversity), data collection methods, and data requirements. We apply this framework to a set of 13 initiatives and find that policy initiatives can benefit from adopting metrics based on distances and experimenting with data collection methods.Cogitatio Press2023-06-28info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://doi.org/10.17645/mac.v11i2.6401https://doi.org/10.17645/mac.v11i2.6401Media and Communication; Vol 11, No 2 (2023): A Datafied Society: Data Power, Infrastructures, and Regulations; 379-3912183-2439reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAPenghttps://www.cogitatiopress.com/mediaandcommunication/article/view/6401https://www.cogitatiopress.com/mediaandcommunication/article/view/6401/6401Copyright (c) 2023 Heritiana Ranaivoson, Nino Domazetovikjinfo:eu-repo/semantics/openAccessRanaivoson, HeritianaDomazetovikj, Nino2023-06-29T17:45:28Zoai:ojs.cogitatiopress.com:article/6401Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T18:01:42.973349Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Platforms and Exposure Diversity: Towards a Framework to Assess Policies to Promote Exposure Diversity
title Platforms and Exposure Diversity: Towards a Framework to Assess Policies to Promote Exposure Diversity
spellingShingle Platforms and Exposure Diversity: Towards a Framework to Assess Policies to Promote Exposure Diversity
Ranaivoson, Heritiana
audiovisual policy; data requirement; exposure diversity; media pluralism; news policy; online platforms; platform regulation; recommender systems
title_short Platforms and Exposure Diversity: Towards a Framework to Assess Policies to Promote Exposure Diversity
title_full Platforms and Exposure Diversity: Towards a Framework to Assess Policies to Promote Exposure Diversity
title_fullStr Platforms and Exposure Diversity: Towards a Framework to Assess Policies to Promote Exposure Diversity
title_full_unstemmed Platforms and Exposure Diversity: Towards a Framework to Assess Policies to Promote Exposure Diversity
title_sort Platforms and Exposure Diversity: Towards a Framework to Assess Policies to Promote Exposure Diversity
author Ranaivoson, Heritiana
author_facet Ranaivoson, Heritiana
Domazetovikj, Nino
author_role author
author2 Domazetovikj, Nino
author2_role author
dc.contributor.author.fl_str_mv Ranaivoson, Heritiana
Domazetovikj, Nino
dc.subject.por.fl_str_mv audiovisual policy; data requirement; exposure diversity; media pluralism; news policy; online platforms; platform regulation; recommender systems
topic audiovisual policy; data requirement; exposure diversity; media pluralism; news policy; online platforms; platform regulation; recommender systems
description The fragmentation of consumption and algorithms’ increasing impact on how content is recommended and displayed makes it even more important to analyse and promote exposure diversity, i.e., the extent to which audiences are exposed to, discover, and engage with diverse content. Although there is a growing literature addressing how to define media diversity in the context of the challenges posed by platformisation, this article translates the normative dimensions into a framework for operationalising exposure diversity into a tangible policy goal, taking into account datafication and its consequences in terms of increasing data requirements towards platforms. The main objective of this study is to analyse initiatives to assess exposure diversity in the platform era and to discuss how such assessment could be improved, particularly for policy initiatives. This involves addressing several challenges of existing approaches for the assessment of exposure diversity related to defining an appropriate frame of reference, determining the degree of diversity required, dealing with data transparency issues, and promoting user autonomy. To achieve this, we propose a framework for analysing initiatives aimed at assessing and promoting exposure to media diversity. Our framework is composed of four key features: measures (type of initiative), metrics (quantifying exposure diversity), data collection methods, and data requirements. We apply this framework to a set of 13 initiatives and find that policy initiatives can benefit from adopting metrics based on distances and experimenting with data collection methods.
publishDate 2023
dc.date.none.fl_str_mv 2023-06-28
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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dc.identifier.uri.fl_str_mv https://doi.org/10.17645/mac.v11i2.6401
https://doi.org/10.17645/mac.v11i2.6401
url https://doi.org/10.17645/mac.v11i2.6401
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://www.cogitatiopress.com/mediaandcommunication/article/view/6401
https://www.cogitatiopress.com/mediaandcommunication/article/view/6401/6401
dc.rights.driver.fl_str_mv Copyright (c) 2023 Heritiana Ranaivoson, Nino Domazetovikj
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2023 Heritiana Ranaivoson, Nino Domazetovikj
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Cogitatio Press
publisher.none.fl_str_mv Cogitatio Press
dc.source.none.fl_str_mv Media and Communication; Vol 11, No 2 (2023): A Datafied Society: Data Power, Infrastructures, and Regulations; 379-391
2183-2439
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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