触发事件和仇恨内容:来自Twitter分析的见解

Naganna Chetty, Sreejith Alathur
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引用次数: 1

摘要

这种有问题的行为会损害目标,并在社区中播下恐惧的种子。社交媒体网站被用来策划和协调有问题的行为。问题行为是影响仇恨情绪的触发事件。本文的目的是从推特内容分析亚洲大陆南部最近发生的问题事件的后果。在这一问题事件发生后,市民们过去常常在社交媒体网站上分享他们的观点。使用R编程语言开发的软件,收集并分析了Twitter社交媒体上分享的48,819条意见。结果表明,对问题行为的憎恨是通过不同的相关情绪表现出来的。结果也包含更多的负面推文,几乎是正面推文的三倍。恐惧和愤怒情绪比其他情绪表现出更高的情绪程度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Trigger Event and Hate Content: Insights from Twitter Analytics
The problematic act damages the target and seeds the fear in the neighborhood. Social media sites are used for planning and coordinating problematic acts. The problematic act is a trigger event which influences hatred feeling. The objective of the paper is to analyze the aftermath of a recent problematic incident in the southern part of the Asian continent from Twitter content. After the problematic incident, citizens used to share their views over social media sites. A total of 48,819 opinions shared through Twitter social media are collected and analyzed using the software developed in the R programming language. The results show hatred against the problematic act through different related emotions. Results also contain more negative tweets which are almost thrice the positive tweets. Fear and anger emotions exhibit a high degree of emotions than the other.
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