美国右翼另类媒体、主流媒体与政治精英之间的相互作用

Wai Lam Wong, D. Trilling
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引用次数: 0

摘要

右翼反建制情绪使欧洲和美国的另类媒体成为主流。早期的研究通过网络流量排名、直接的社交媒体参与(例如,反应、评论、分享)以及与现有同行的话题重叠来量化这些媒体参与者的公众认知度。我们展示了一种计算上可扩展的方法,它(1)将分析单元从主题(例如,“移民”)锐化到特定的新闻事件(例如,“来自洪都拉斯的移民大篷车”),(2)使媒体和政治家之间出现的同一新闻事件的时间排序成为可能。我们的方法结合了URL匹配、词嵌入相似度度量和基于网络的事件检测技术。我们从13家美国右翼媒体的文章和2016年至2020年国会共和党人的推文(转发)数据集中得出了两个主要发现。首先,我们发现政客的媒体消费出现了从左翼到右翼的明显转变。虽然正统右翼媒体的收益最大(占所有(转发)推文的30%到42%),另类右翼媒体也从2%增长到5%。其次,我们发现在已建立的和可替代的右边网点之间增加内容对齐,因为url与二元比在此期间几乎减半。最后,我们提出了一个概念验证,用于检测媒体机构的间接政治联盟。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Interplay between Right-Wing Alternative Media, Mainstream Media, and Political Elites in the United States
Right-wing anti-establishment sentiment has enabled the mainstreaming of alternative media outlets across Europe and the United States. Earlier research has quantified the public recognition of these media actors through web traffic rankings, direct social media engagement (e.g., reactions, comments, shares), and topic overlap with establishment counterparts. We demonstrate a computationally scalable approach which (1) sharpens the analytical unit from topic (e.g., “immigration”) to specific news event (e.g., “migrant caravan traveling from Honduras”) and (2) enables the temporal ordering of the same news event appearing among media and politicians. Our method uses a combination of URL matching, word embedding similarity metrics, and network-based eventdetection techniques. We draw two main findings from a dataset of articles from 13 U.S. right-wing media outlets and (re-)tweets by congressional Republicans from 2016 to 2020. First, we identify a clear shift in politicians’ media consumption from left- to right-wing outlets. While established-right outlets made the largest gains (30% to 42% of all (re-)tweets), alternative-right outlets also grew from 2% to 5%. Second, we identify increasing content alignment among established- and alternative-right outlets as the URL-to-dyad ratio is almost halved over the time period. Finally, we present a proof-of-concept for detecting media outlets’ indirect political alignment.
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