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Misinformation in the Chinese Weibo

机译:中国微博中的错误信息

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摘要

Social media users are increasingly influenced by misinformation and disinformation as the techniques offer affordances to rapidly spread information to large groups of people. Most of the existing studies about misinformation and disinformation are in the context of Western cultures, the influence of misinformation in Chinese context is underexplored. To fill this research gap, this study analyzed 26,138 Weibo posts that are marked as containing misinformation. We performed a frequency analysis of these posts' metadata and the top 50 frequent nouns, verbs, and adjectives in the dataset, and examined the sentiment in the content. Our results show that many posts that contain misinformation tactically target topics that Chinese people are already concerned about. The persuasion literature implies that these characteristics increase the persuasive power of the posts. With the forward-asking verbs are frequently used in the posts, one behavior that the receivers are persuaded to perform is to share these posts with the others, which can contribute to the virality of the misinformation. Another alarming finding is that a large proportion of our collected posts asked the receivers for help and the posts showed gratitude to acknowledge the forwarding and helping behavior. Based on the trust literature and the notion that trust as a social reality, we discuss the potentially severe negative impact these posts can impose on the society as they undermine Weibo users' trustfulness to others and to the social media platform.
机译:社交媒体用户越来越受到误导和消毒的影响,因为技术人员提供了快速向大群人迅速传播信息的能力。大多数关于错误信息和欺骗的研究都在西方文化的背景下,中文中文中的错误信息的影响是曝光率的。为了填补这项研究缺口,本研究分析了26,138微博柱,标记为含有错误信息。我们对数据集中的这些帖子元数据和前50个频繁名词,动词和形容词进行了频率分析,并在内容中进行了情绪。我们的结果表明,许多包含中国人已经担心的误导性主题的帖子。说服文学意味着这些特征增加了帖子的说服力。通过前向动词经常用于帖子中,接收者被说服的一种行为是与其他帖子分享这些帖子,这些帖子可以为错误信息的病毒作出贡献。另一个令人惊叹的发现是,大量收集的帖子要求接收者寻求帮助,并且帖子表示感谢承认转发和帮助行为。基于信任文献和信任作为社会现实的概念,我们讨论了这些职位可能会对社会施加的潜在严重的负面影响,因为他们破坏了我们对他人和社交媒体平台的信任。

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