Linguistic analysis of lone offender manifestos

Lisa Kaati, A. Shrestha, Katie Cohen
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引用次数: 30

Abstract

The Internet and social media allow people to spread their views rapidly to a large group of people. While the right to freely express one's ideas and views is a cornerstone in a democratic society, in some cases the Internet can serve as a breeding ground for violent extremism and terrorism. Hence, in order to protect democracy, effective techniques of Internet surveillance are needed. Previous research has shown that there is a connection between word use and psychological states. The text analysis tool Linguistic Inquiry and Word Count (LIWC) counts words in psychologically meaningful categories. Based on the relative frequency of words from the different categories, conclusions can be drawn about the author of for instance a blog text. In this work, we have explored the characteristics of written communication produced by ten different lone offenders prior to their engagement in targeted violence. We found eight possible indicators of the drives and emotions that preceded their attacks.
孤犯宣言的语言分析
互联网和社交媒体使人们能够迅速将自己的观点传播给一大群人。虽然自由表达思想和观点的权利是民主社会的基石,但在某些情况下,互联网可能成为滋生暴力极端主义和恐怖主义的温床。因此,为了保护民主,需要有效的网络监控技术。先前的研究表明,词汇的使用和心理状态之间存在联系。文本分析工具语言查询和单词计数(LIWC)统计心理意义类别中的单词。根据不同类别中单词的相对频率,可以得出关于作者的结论,例如博客文本。在这项工作中,我们探索了十个不同的孤独罪犯在参与有针对性的暴力之前所产生的书面交流的特征。我们发现了八种可能的迹象表明他们袭击前的动机和情绪。
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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