高可信度和低可信度的在线信息提供者之间的同步出版物爆发

Ceren Budak, Lia Bozarth, Robert M. Bond, Drew B. Margolin, Jason Jeffrey Jones, R. Garrett
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引用次数: 0

摘要

在对错误信息的研究中,高可信度和低可信度发布者之间的区别是至关重要的。然而,关于这两种出版商出版的内容的主题和出版时间之间的关系,我们还不太清楚。通过分析28个月内发布的数百万篇独特文章的内容,我们发现高可信度和低可信度的出版商在不同的新闻生态系统中运作。这两种类型的出版商所产生的新闻报道往往在不同的时间涵盖不同的主题,尽管它们的整体新闻产量的波动往往是高度相关的。不管这种机制如何,公信力较低的出版商暂时趋同的报道对美国新闻消费者来说有着令人不安的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Bursts of contemporaneous publication among high- and low-credibility online information providers
In studies of misinformation, the distinction between high- and low-credibility publishers is fundamental. However, there is much that we do not know about the relationship between the subject matter and timing of content produced by the two types of publishers. By analyzing the content of several million unique articles published over 28 months, we show that high- and low-credibility publishers operate in distinct news ecosystems. Bursts of news coverage generated by the two types of publishers tend to cover different subject matter at different times, even though fluctuations in their overall news production tend to be highly correlated. Regardless of the mechanism, temporally convergent coverage among low-credibility publishers has troubling implications for American news consumers.
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