One of the critical emerging challenges in climate change communication is the prevalence of conspiracy theories. This paper discusses some of the major conspiracy theories related to climate change found in a large Twitter corpus. We use a state-of-the-art stance detection method to find whether conspiracy theories are more popular among Disbelievers or Believers of climate change. We then analyze which conspiracy theory is more popular than the others and how popularity changes with climate change belief. We find that Disbelievers of climate change are overwhelmingly responsible for sharing messages with conspiracy theory-related keywords, and not all conspiracy theories are equally shared. Lastly, we discuss the implications of our findings for climate change communication.
翻译:气候变化通信中新出现的关键挑战之一是阴谋理论的流行。本文讨论了在庞大的Twitter信息库中发现的与气候变化有关的一些主要阴谋理论。 我们使用最先进的姿态探测方法来发现阴谋理论是否在信仰气候变化的异教徒或信徒中更受欢迎。 然后我们分析哪一种阴谋理论比其他人更受欢迎,以及气候变化信仰的流行程度变化如何。 我们发现,对气候变化的不满者对与阴谋理论相关的关键词共享信息负有压倒多数的责任,而且并非所有的阴谋理论都得到平等分享。 最后,我们讨论了我们发现对气候变化通信的影响。