Algorithmic indifference: The dearth of news recommendations on TikTok

消费(社会学) 背景(考古学) 互联网隐私 广告 透视图(图形) 新闻媒体 计算机科学 业务 社会学 人工智能 历史 社会科学 考古
作者
Nick Hagar,Nicholas Diakopoulos
出处
期刊:New Media & Society [SAGE Publishing]
卷期号:27 (6): 3449-3469 被引量:37
标识
DOI:10.1177/14614448231192964
摘要

The role of recommendation systems in news consumption has been hotly contested. From one perspective, the combination of personalized recommendations and practically limitless content diminishes news consumption, as people turn to more entertaining fare. From another, algorithmic systems and social networks heighten incidental exposure, raising opportunities for news consumption regardless of explicit individual interest. In this work, we examine the potential for algorithmic exposure to news on TikTok, a massively popular social network built around short-form video. In the context of US-based news audiences, we examine the accounts TikTok recommends, the videos it shows new users, and its trending hashtags. We find almost no evidence of proactive news exposure on TikTok’s behalf. We also find that, while TikTok’s algorithms respond slightly to active signals of news interest from simulated users, that response does not lead to increased exposure to credible news content. These findings highlight a lack of algorithmic news distribution on TikTok.
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