The Relation of Online Behavioral Response to Fake News Exposure and Detection Accuracy

Kevin Matthe Caramancion
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引用次数: 5

Abstract

Using a Fake News test consisting of mixed legitimate and misleading news headlines, this study investigated and explored how the behavioral responses of users (N=153) to false headlines are associated with their ability to detect content legitimacy. The behavioral responses were (a) report the content, (b) engage in debate/discussion, or (c) simply ignore it. The results revealed that the subjects who engaged in a discussion have higher detection accuracy than the mere reporters. The participants who simply ignored the deceptive content performed the poorest while those who performed both reporting and discussion registered with the highest accuracy. The intended target audience of this paper are information scientists, digital forensic professionals, communication experts, policymakers, and other scholars possibly seeking references on this subject.
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网络行为反应与假新闻曝光与检测准确率的关系
本研究使用由合法和误导性新闻标题混合组成的假新闻测试,调查并探讨了用户(N=153)对虚假标题的行为反应与他们检测内容合法性的能力之间的关系。行为反应是(a)报告内容,(b)参与辩论/讨论,或(c)简单地忽略它。结果表明,参与讨论的被试比单纯的报道者具有更高的检测准确率。直接忽略欺骗性内容的参与者表现最差,而同时进行报告和讨论的参与者登记的准确性最高。本文的目标受众是信息科学家、数字法医专业人员、通信专家、政策制定者和其他可能寻求这一主题参考的学者。
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