When Bots and Users Meet: Automated Manipulation and the New Culture of Online Suspicion

Yoav Halperin
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引用次数: 2

Abstract

This article examines the growing public awareness of deceptive online campaigns where automated networks of social media bots are deployed to manipulate public opinion, disrupt debates, and stoke intercommunal strife. Drawing on a grounded thematic analysis of discussion threads that appeared on Israeli politicians’ Facebook pages during the lead-up to Israel’s national elections in April 2019, I argue that users’ frequent allusions and reactions to the presence of suspected manipulative agents allow these users to negotiate, challenge, and raise competing claims regarding whether certain prominent voices on social media are reflective of actual public opinion. As such, this article contributes to the emerging body of literature about online manipulation, which in recent years has focused mostly on examining the nature and scope of deceptive bot campaigns around the globe and on devising new techniques for detecting and countering the activities of fake social media accounts. The present investigation, in contrast, seeks to shift attention away from bots themselves and toward their intended targets: ordinary users and their discourse. In so doing, it aims to contribute to and expand the study of how automated manipulation is shaping contemporary social media environments by asking: What do ordinary users have to say about the deployment of political bots? How does users’ growing awareness of deceptive bot campaigns inform their interpretations of their own online experiences? And how do users leverage claims about bot activity in online exchanges with others to advance their political agendas?
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当机器人和用户相遇:自动操纵和在线怀疑的新文化
本文探讨了公众对欺骗性在线活动日益增长的认识,在这些活动中,社交媒体机器人的自动化网络被用来操纵公众舆论,扰乱辩论,引发社区间的冲突。根据对2019年4月以色列全国大选前夕以色列政客Facebook页面上出现的讨论主题的基础主题分析,我认为,用户对涉嫌操纵代理人的存在的频繁暗示和反应,使这些用户能够就社交媒体上的某些突出声音是否反映了实际的公众意见进行谈判、挑战和提出竞争性主张。因此,这篇文章为网络操纵的新兴文献做出了贡献,近年来,这些文献主要集中在研究全球欺骗性机器人活动的性质和范围,以及设计检测和打击虚假社交媒体账户活动的新技术。相比之下,目前的调查试图将注意力从机器人本身转移到它们的预期目标上:普通用户和他们的话语。在这样做的过程中,它旨在通过提出以下问题,促进和扩大对自动化操纵如何塑造当代社交媒体环境的研究:普通用户对政治机器人的部署有什么看法?用户对欺骗性机器人活动日益增强的意识如何影响他们对自己在线体验的解读?用户如何利用与他人在线交流中关于机器人活动的声明来推进他们的政治议程?
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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