论文标题

阴谋经纪人:了解YouTube阴谋论的货币化

Conspiracy Brokers: Understanding the Monetization of YouTube Conspiracy Theories

论文作者

Ballard, Cameron, Goldstein, Ian, Mehta, Pulak, Smothers, Genesis, Take, Kejsi, Zhong, Victoria, Greenstadt, Rachel, Lauinger, Tobias, McCoy, Damon

论文摘要

随着社会在政治或公共卫生等领域的迅速增长,阴谋理论越来越成为研究兴趣的主题。以前的工作已将YouTube建立为人们托管和讨论不同理论的最受欢迎的网站之一。在本文中,我们介绍了阴谋理论YouTube创作者的货币化方法以及可能针对此内容的广告商的类型。我们收集了184,218个广告印象,从6,347个独特的广告商中发现,以阴谋为中心的渠道和主流YouTube内容。我们将广告分类为业务类别,并比较它们在阴谋和主流内容之间的普遍性。我们还确定了共同的偏场货币化方法。与主流内容相比,阴谋视频具有来自知名品牌的广告水平相似,但可能的捕食性或欺骗性广告的患病率将近11倍。此外,我们发现阴谋渠道的可能性是使用异地货币化方法的两倍以上,而我们观察到的53%的非货币化渠道则链接到第三方地点,以获得替代货币化机会。我们的结果表明,YouTube上的阴谋理论家有许多潜在的途径可以产生收入,并且掠夺性广告更经常用于阴谋视频。

Conspiracy theories are increasingly a subject of research interest as society grapples with their rapid growth in areas such as politics or public health. Previous work has established YouTube as one of the most popular sites for people to host and discuss different theories. In this paper, we present an analysis of monetization methods of conspiracy theorist YouTube creators and the types of advertisers potentially targeting this content. We collect 184,218 ad impressions from 6,347 unique advertisers found on conspiracy-focused channels and mainstream YouTube content. We classify the ads into business categories and compare their prevalence between conspiracy and mainstream content. We also identify common offsite monetization methods. In comparison with mainstream content, conspiracy videos had similar levels of ads from well-known brands, but an almost eleven times higher prevalence of likely predatory or deceptive ads. Additionally, we found that conspiracy channels were more than twice as likely as mainstream channels to use offsite monetization methods, and 53% of the demonetized channels we observed were linking to third-party sites for alternative monetization opportunities. Our results indicate that conspiracy theorists on YouTube had many potential avenues to generate revenue, and that predatory ads were more frequently served for conspiracy videos.

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