The Fake News Spreading Plague: Was it Preventable?

Eni Mustafaraj, P. Metaxas
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引用次数: 126

Abstract

In 2010, a paper entitled "From Obscurity to Prominence in Minutes: Political Speech and Real-time search" won the Best Paper Prize of the WebSci'10 conference. Among its findings were the discovery and documentation of what was labeled a "Twitter bomb", an organized effort to spread misinformation about the democratic candidate Martha Coakley through anonymous Twitter accounts. In this paper, after summarizing the details of that event, we outline the recipe of how social networks are used to spread misinformation. One of the most important steps in such a recipe is the "infiltration" of a community of users who are already engaged in conversations about a topic, to use them as organic spreaders of misinformation in their extended subnetworks. Then, we take this misinformation spreading recipe and indicate how it was successfully used to spread fake news during the 2016 U.S. Presidential Election. The main differences between the scenarios are the use of Facebook instead of Twitter, and the respective motivations (in 2010: political influence; in 2016: financial benefit through online advertising). After situating these events in the broader context of exploiting the Web, we seize this opportunity to address limitations of the reach of research findings and to start a conversation about how communities of researchers can in- crease their impact on real-world societal issues.
假新闻传播瘟疫:可以预防吗?
2010年,一篇题为《从默默无闻到声名显赫:政治演讲和实时搜索》的论文获得了WebSci'10会议的最佳论文奖。调查结果包括发现并记录了所谓的“Twitter炸弹”,即通过匿名Twitter账户有组织地传播有关民主党候选人玛莎·科克利(Martha Coakley)的错误信息。在本文中,在总结了该事件的细节之后,我们概述了社交网络如何被用来传播错误信息的配方。在这种方法中,最重要的步骤之一是“渗透”已经参与某个主题对话的用户社区,将其作为扩展子网中错误信息的有机传播者。然后,我们采用这种错误信息传播配方,并指出它是如何在2016年美国总统大选期间成功地用于传播假新闻的。两种情况的主要区别在于使用Facebook而不是Twitter,以及各自的动机(2010年:政治影响;2016年:通过网络广告获得经济效益)。在将这些事件置于利用网络的更广泛的背景下之后,我们抓住这个机会来解决研究发现范围的局限性,并开始讨论研究人员社区如何增加他们对现实世界社会问题的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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