从叙利亚难民危机到乌克兰难民危机:通过网络分析追踪意大利推特讨论的变化

Sercan Kiyak, David De Coninck, Stefan Mertens, Leen d’Haenens
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引用次数: 0

摘要

本研究考察了2015年叙利亚难民危机和2022年乌克兰难民危机期间的意大利推特景观,重点关注反难民言论的演变。通过对 40 万条推文的分析,我们试图识别态度群体,跟踪用户立场的变化,并评估这些群体的趋势潜力。我们的研究结果表明,从 2015 年开始,反难民群体中的意见领袖发生了转变,同时他们也有能力持续影响公共话语。此外,虽然支持乌克兰难民的社群不断壮大,吸纳了之前保持中立的用户,但他们之间的联系依然松散。最后,意大利民粹主义领导人对叙利亚和乌克兰难民态度的转变是根据传播网络中观察到的用户态度的变化来解释的。这项研究凸显了计算传播方法对于调查主流话语中缺席的边缘群体的重要性,并强调了内容节制和积极的数字行动主义对于抵制网上反难民情绪的必要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
From the Syrian to Ukrainian refugee crisis: Tracing the changes in the Italian Twitter discussions through network analysis
This study examines the Italian Twitter landscape during the 2015 Syrian and 2022 Ukrainian refugee crises, with a focus on the evolution of anti-refugee discourse. Through the analysis of 400,000 tweets, we sought to identify attitudinal communities, track changes in user positions, and evaluate the trending potential of the communities. Our findings indicate a shift in opinion leaders within the anti-refugee community from 2015, alongside a persistent ability to influence public discourse. Additionally, while the pro-Ukrainian refugee community has grown, incorporating previously neutral users, it remains loosely connected. Finally, the shifts in attitudes of Italian populist leaders regarding Syrian and Ukrainian refugees are interpreted in light of the changes in user attitudes as observed in the communication networks. This research highlights the importance of computational communication methods for investigating fringe groups absent from mainstream discourse, and underscores the necessity of content moderation and proactive digital activism to counter anti-refugee sentiment online.
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