论文标题

从好奇的主题标签到两极分化的效果:印尼Twitter话语中的配置协调行动

From Curious Hashtags to Polarized Effect: Profiling Coordinated Actions in Indonesian Twitter Discourse

论文作者

Danaditya, Adya, Ng, Lynnette Hui Xian, Carley, Kathleen M.

论文摘要

数字领域的协调运动已成为一个越来越重要的研究领域,因为它们有可能通过现实世界中的抗议和暴动引起政治两极分化和对安全的威胁。在本文中,我们介绍了一种方法,以介绍印尼Twitter话语中协调行动的两个案例研究。结合了网络和叙事分析技术,这条六步管道始于通过悬挂式标签发现协调的动作。通过提取发现的代理来确定谁参与;这些演员在信息操纵操作方面所做的(做了什么)的框架;通过相关分析,这些行动是针对的;通过分析观察到的对话极化来理解为什么通过叙事分析和对影响的描述。我们在印尼Twittersphere中描述了两个案例研究,一个国际和一个区域。通过这些案例研究,我们发现了两项看似相关的协调活动,这些活动是通过偏离不适合话语的主题标签而发现的,表征了协调的小组概况和互动,并描述了他们的活动对在线对话的影响。

Coordinated campaigns in the digital realm have become an increasingly important area of study due to their potential to cause political polarization and threats to security through real-world protests and riots. In this paper, we introduce a methodology to profile two case studies of coordinated actions in Indonesian Twitter discourse. Combining network and narrative analysis techniques, this six-step pipeline begins with DISCOVERY of coordinated actions through hashtag-hijacking; identifying WHO are involved through the extraction of discovered agents; framing of what these actors did (DID WHAT) in terms of information manipulation maneuvers; TO WHOM these actions were targeted through correlation analysis; understanding WHY through narrative analysis and description of IMPACT through analysis of the observed conversation polarization. We describe two case studies, one international and one regional, in the Indonesian Twittersphere. Through these case studies, we unearth two seemingly related coordinated activities, discovered by deviating hashtags that do not fit the discourse, characterize the coordinated group profile and interaction, and describe the impact of their activity on the online conversation.

扫码加入交流群

加入微信交流群

微信交流群二维码

扫码加入学术交流群,获取更多资源