{"title":"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","authors":"Fizza Kulvi, Sara Bannerman, Faiza Hirji, Manveetha Muddaluru, Emmanuel Appiah, Leandra Greenfield, Erica Rzepecki, Christine Quail","doi":"10.3138/cjc-2022-0054","DOIUrl":null,"url":null,"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.","PeriodicalId":45663,"journal":{"name":"Canadian Journal of Communication","volume":null,"pages":null},"PeriodicalIF":0.8000,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Discoverability and Algorithmic Recommendations in Video Streaming Platforms: Exploring Algorithmic Gender and Race Bias as a Canadian Broadcast Policy Concern\",\"authors\":\"Fizza Kulvi, Sara Bannerman, Faiza Hirji, Manveetha Muddaluru, Emmanuel Appiah, Leandra Greenfield, Erica Rzepecki, Christine Quail\",\"doi\":\"10.3138/cjc-2022-0054\",\"DOIUrl\":null,\"url\":null,\"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.\",\"PeriodicalId\":45663,\"journal\":{\"name\":\"Canadian Journal of Communication\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.8000,\"publicationDate\":\"2023-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Canadian Journal of Communication\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.3138/cjc-2022-0054\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"COMMUNICATION\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Canadian Journal of Communication","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3138/cjc-2022-0054","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"COMMUNICATION","Score":null,"Total":0}
Discoverability and Algorithmic Recommendations in Video Streaming Platforms: Exploring Algorithmic Gender and Race Bias as a Canadian Broadcast Policy Concern
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.
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.