网络右翼极端主义社区群体内外辩论的主题分析

IF 2 3区 社会学 Q2 POLITICAL SCIENCE
J. Hardy
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引用次数: 0

摘要

右翼极端主义(RWE)的死灰复燃已成为21世纪西方国家关注的问题。近年来白人民族主义情绪的高涨,为理解极右翼意识形态的当代驱动因素提供了动力。这项研究调查了Stormfront.org上的群内和群外辩论。Stormfront.org是致力于白人民族主义和极右翼政治观点的最大、最古老的在线社区。它使用了从2001年至2020年期间从Stormfront公开的反对观点论坛收集的大约100万篇帖子的数据集,创建了一个超过1.95亿字的语料库,用于主题分析。使用自然语言处理(NLP)模型分析语料库,并使用监督短语挖掘算法识别辩论中的关键主题。研究发现,在Stormfront网络社区的群内和群外成员之间争论的关键问题涉及对白人身份、非裔美国人身份、种族问题、保守政治问题以及美国历史和政治的看法。这些发现突出了群体内和群体外成员相互重要的问题,并确定了进一步研究在线RWE社区意识形态的机会。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Thematic analysis of in-group and out-group debates in an online right-wing extremist community
The resurgence of Right-Wing Extremism (RWE) has become a cause for concern in Western countries during the 21st century. An increase in white nationalist sentiment in recent years has provided impetus to understand the contemporary drivers of far-right ideology. This study examines in-group and out-group debates on Stormfront.org, which is the largest and oldest online community dedicated to white nationalism and extreme right-wing political views. It used a dataset of approximately 1m posts collected from the open Opposing Views forum on Stormfront from the period 2001 to 2020 to create a corpus of over 195m words for thematic analysis. A Natural Language Processing (NLP) model was used to analyze the corpus, and a supervised phrase mining algorithm was used to identify key topics in the debate. The study finds that key issues being debated between in-group and out-group members of the Stormfront online community relate to perceptions of white identity, African American identity, racial issues, conservative political issues, and the history and politics of the United States. These findings highlight the issues of mutual importance to in-group and out-group members and identify opportunities for further research into the ideology of online RWE communities.
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来源期刊
Research and Politics
Research and Politics Social Sciences-Political Science and International Relations
CiteScore
2.80
自引率
3.70%
发文量
34
审稿时长
12 weeks
期刊介绍: Research & Politics aims to advance systematic peer-reviewed research in political science and related fields through the open access publication of the very best cutting-edge research and policy analysis. The journal provides a venue for scholars to communicate rapidly and succinctly important new insights to the broadest possible audience while maintaining the highest standards of quality control.
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