Discoverability and Algorithmic Recommendations in Video Streaming Platforms: Exploring Algorithmic Gender and Race Bias as a Canadian Broadcast Policy Concern

IF 0.8 Q3 COMMUNICATION
Fizza Kulvi, Sara Bannerman, Faiza Hirji, Manveetha Muddaluru, Emmanuel Appiah, Leandra Greenfield, Erica Rzepecki, Christine Quail
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引用次数: 0

Abstract

Background: In 2023, the Canadian government passed legislation empowering the Canadian Radio-television and Telecommunications Commission (CRTC) to require streaming platforms to ensure the “discoverability” of Canadian content. These debates about discoverability provisions primarily focused on the promotion of Canadian content, with little emphasis on gender and racial equity. Analysis: Through interviews with stakeholders in the Canadian screen industry, we explore views on recommendation systems and questions of gender and race bias in streaming recommendations. Conclusion and implications: Interviews revealed concerns beyond promoting “Canadian” content that the broadcast reform initiative focuses on, including concerns about streaming recommendations’ tendencies to promote a narrow range of content and their failure to “see” and recommend content from racialized women.
视频流平台中的可发现性和算法推荐:将算法的性别和种族偏见作为加拿大广播政策关注点进行探讨
背景:2023 年,加拿大政府通过立法,授权加拿大广播电视和电信委员会(CRTC)要求流媒体平台确保加拿大内容的 "可发现性"。这些关于 "可发现性 "条款的争论主要集中在加拿大内容的推广上,很少强调性别和种族平等。分析:通过采访加拿大屏幕行业的利益相关者,我们探讨了对推荐系统的看法以及流媒体推荐中的性别和种族偏见问题。结论和影响:访谈显示,除了广播改革计划关注的推广 "加拿大 "内容外,我们还关注流媒体推荐倾向于推广范围狭窄的内容,以及它们未能 "看到 "和推荐来自种族化女性的内容。
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来源期刊
CiteScore
0.80
自引率
20.00%
发文量
51
期刊介绍: The objective of the Canadian Journal of Communication is to publish Canadian research and scholarship in the field of communication studies. In pursuing this objective, particular attention is paid to research that has a distinctive Canadian flavour by virtue of choice of topic or by drawing on the legacy of Canadian theory and research. The purview of the journal is the entire field of communication studies as practiced in Canada or with relevance to Canada. The Canadian Journal of Communication is a print and online quarterly. Back issues are accessible with a 12 month delay as Open Access with a CC-BY-NC-ND license. Access to the most recent year''s issues, including the current issue, requires a subscription. Subscribers now have access to all issues online from Volume 1, Issue 1 (1974) to the most recently published issue.
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