社交媒体的病态现实:对COVID-19已故受害者分享的叙述的调查

Hussam Habib, Rishab Nithyanand
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引用次数: 0

摘要

社交媒体平台对现实世界产生了相当大的影响,特别是在Covid-19大流行期间。与Covid-19相关的有问题的叙述可能会对人群造成重大影响,特别是因为它与反疫苗接种和否认Covid等危险信念有关。在这项工作中,我们研究了一个独特的Facebook帖子数据集,这些帖子的用户在屈服于Covid-19(通常导致死亡)之前分享并相信这些叙述。我们的目标是描述受害者帖子中的主要主题和来源,同时确定平台在处理致命叙事方面的作用。我们的分析显示,由于右翼政治和媒体生态系统宣传的反政府主题的盛行,Covid-19的压倒性政治化。此外,我们强调Facebook实施软审核行动的努力,旨在警告用户错误信息。这项研究的结果揭示了政治精英在塑造公共话语方面的责任,以及该平台在抑制有害叙事影响方面的作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Morbid Realities of Social Media: An Investigation into the Narratives Shared by the Deceased Victims of COVID-19
Social media platforms have had considerable impact on the real world especially during the Covid-19 pandemic. Problematic narratives related to Covid-19 might have caused significant impact on the population specifically due to its association with dangerous beliefs such as anti-vaccination and Covid denial. In this work, we study a unique dataset of Facebook posts by users who shared and believed in such narratives before succumbing to Covid-19 often resulting in death. We aim to characterize the dominant themes and sources present in the victim's posts along with identifying the role of the platform in handling deadly narratives. Our analysis reveals the overwhelming politicization of Covid-19 through the prevalence of anti-government themes propagated by right-wing political and media ecosystem. Furthermore, we highlight the efforts of Facebook's implementation of soft moderation actions intended to warn users of misinformation. Results from this study bring insights into the responsibility of political elites in shaping public discourse and the platform's role in dampening the reach of harmful narratives.
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