论文标题

在隔离环境中的信息消耗和社会响应:GAB的情况

Information Consumption and Social Response in a Segregated Environment: the Case of Gab

论文作者

Etta, Gabriele, Galeazzi, Alessandro, Cinelli, Matteo, Conti, Mauro, Quattrociocchi, Walter

论文摘要

大多数信息操作都涉及可能促进对科学和主流新闻业的两极分化和不信任的用户,而这些用户没有意识到自己的角色。 GAB众所周知,它是一个极端友好的平台,对发布的内容几乎没有控制。因此,它代表了研究与极化相关的现象(例如错误信息扩散)的理想基准。这些因素的结合可能导致仇恨以及现实世界中的伤害事件。在这项工作中,我们提供了Covid-19主题周围GAB中相互作用模式的表征。为了评估不同内容类型的传播,我们根据交互类型和源可靠性分析消费模式。总体而言,我们发现在权力法分发之后,社会对可疑和可靠内容的社会响应没有很大的统计差异。但是,可疑且可靠的来源在主题标签的使用中显示出结构和局部差异。用户在生命周期和情感方面的评论行为表明,可疑且可靠的帖子以相同的方式感知。我们可以得出结论,尽管可疑帖子和可靠的帖子用户之间的差异很明显,但没有执行这样的差异化,因此将其视为一个整体。我们的结果为理解协调的不真实行为和信息操作的早期进行的见解提供了见解。

Most of the information operations involve users who may foster polarization and distrust toward science and mainstream journalism, without these users being conscious of their role. Gab is well known to be an extremist-friendly platform that performs little control on the posted content. Thus it represents an ideal benchmark for studying phenomena potentially related to polarization such as misinformation spreading. The combination of these factors may lead to hate as well as to episodes of harm in the real world. In this work we provide a characterization of the interaction patterns within Gab around the COVID-19 topic. To assess the spreading of different content type, we analyze consumption patterns based on both interaction type and source reliability. Overall we find that there are no strong statistical differences in the social response to questionable and reliable content, both following a power law distribution. However, questionable and reliable sources display structural and topical differences in the use of hashtags. The commenting behaviour of users in terms of both lifetime and sentiment reveals that questionable and reliable posts are perceived in the same manner. We can conclude that despite evident differences between questionable and reliable posts Gab users do not perform such a differentiation thus treating them as a whole. Our results provide insights toward the understanding of coordinated inauthentic behavior and on the early-warning of information operation.

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