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Do Social Bots (Still) Act Different to Humans? - Comparing Metrics of Social Bots with Those of Humans

机译:社会机器人(仍然)的行为与人类不同吗? -将社交机器人的指标与人类的指标进行比较

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As a consequence of the growing relevance of social media and improved algorithms and techniques, social bots have become a widely recognized phenomenon. Social bots can disrupt or influence online discourse in social media in many ways (e.g. spreading spam or astroturfing). In this paper, we compare 771 social bots with 693 human accounts. Our analysis is based on a Twitter data set concerning the U.S. election in 2016. Our study shows that human Twitter users and bot accounts differ in many ways. E.g. we found differences regarding the number of follower and the retweets per day of an account, as well as between the used links per day and the retweets per day. Our findings are helpful to identify social bots and to get insights about the impact of social bots in public social media communication.
机译:由于社交媒体的重要性与日俱增,并且算法和技术得到了改进,社交机器人已成为一种公认的现象。社交机器人可以通过多种方式(例如散布垃圾邮件或乱扔垃圾)破坏或影响社交媒体中的在线讨论。在本文中,我们将771个社交机器人与693个人工帐户进行了比较。我们的分析基于有关2016年美国大选的Twitter数据集。我们的研究表明,人类Twitter用户和机器人帐户在很多方面都存在差异。例如。我们发现在帐户的每日关注者和转发数以及每天使用的链接和每天的转发数之间存在差异。我们的发现有助于识别社交机器人,并获得有关社交机器人在公共社交媒体传播中的影响的见解。

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