Search engine manipulation to spread pro-Kremlin propaganda

Evan M. Williams, Kathleen M. Carley
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引用次数: 1

Abstract

The Kremlin’s use of bots and trolls to manipulate the recommendation algorithms of social media platforms is well-documented by many journalists and researchers. However pro-Kremlin manipulation of search engine algorithms has rarely been explored. We examine pro-Kremlin attempts to manipulate search engine results by comparing backlink and keyphrase networks of US, European, and Russian think tanks, as well as Kremlin-linked “pseudo” think tanks that target Western audiences. Our evidence suggests that pro-Kremlin pseudo-think tanks are being artificially boosted and co-amplified by a network of low-quality websites that generate millions of backlinks to these target websites. We find that Google’s search algorithm appears to be penalizing Russian and pseudo-think tank domains.
操纵搜索引擎传播亲克里姆林宫的宣传
许多记者和研究人员充分记录了克里姆林宫使用机器人和巨魔操纵社交媒体平台的推荐算法。然而,亲克里姆林宫操纵搜索引擎算法的做法很少被探索。我们通过比较美国、欧洲和俄罗斯智库的反向链接和关键语言网络,以及与克里姆林宫相关的针对西方受众的“伪”智库,来研究亲克里姆林宫操纵搜索引擎结果的企图。我们的证据表明,亲克里姆林宫的伪智库正受到低质量网站网络的人为推动和共同放大,这些网站产生了数百万条指向这些目标网站的反向链接。我们发现,谷歌的搜索算法似乎在惩罚俄罗斯和伪智库领域。
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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来源期刊
CiteScore
20.70
自引率
0.00%
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审稿时长
10 weeks
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