Fake news is an age-old phenomenon, widely assumed to be associated with political propaganda published to sway public opinion. Yet, with the growth of social media, it has become a lucrative business for Web publishers. Despite many studies performed and countermeasures proposed, unreliable news sites have increased in the last years their share of engagement among the top performing news sources. Stifling fake news impact depends on our efforts in limiting the (economic) incentives of fake news producers. In this paper, we aim at enhancing the transparency around these exact incentives, and explore: Who supports the existence of fake news websites via paid ads, either as an advertiser or an ad seller? Who owns these websites and what other Web business are they into? We are the first to systematize the auditing process of fake news revenue flows. We identify the companies that advertise in fake news websites and the intermediary companies responsible for facilitating those ad revenues. We study more than 2,400 popular news websites and show that well-known ad networks, such as Google and IndexExchange, have a direct advertising relation with more than 40% of fake news websites. Using a graph clustering approach on 114.5K sites, we show that entities who own fake news sites, also operate other types of websites pointing to the fact that owning a fake news website is part of a broader business operation.
翻译:假新闻是一种古老的现象,被广泛认为与政治宣传有关,从而影响公众舆论。然而,随着社交媒体的增长,它已成为网络出版商的一个有利可图的生意。尽管进行了许多研究和采取了多项对策,但过去几年来,不可靠的新闻网站在最大表现新闻来源中的参与份额有所增加。抑制假新闻影响取决于我们限制假新闻制作者(经济)奖励的努力。在本文中,我们的目标是提高这些确切奖励措施的透明度,并探索:谁支持通过付费广告(作为广告商或广告销售商)建立假新闻网站?谁拥有这些网站和其他网络业务?我们是第一个系统化虚假新闻收入流量审计过程的公司。我们确定在假新闻网站做广告的公司和负责促进这些收入的中介公司。我们研究了2 400多个受欢迎的新闻网站,并展示了众所周知的广告网络,如Google和Indexchange等,与超过40%的假新闻网站有直接的广告关系。我们利用自己的图表组合方法,展示了自己在114.5K网址上建立这些网站,我们首先将假新闻网站的运行范围扩大。