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Characterizing Knowledge Manipulation in a Russian Wikipedia Fork

arXiv 2504.10663 ↗First posted 14 Apr 2025cs.CL cs.AIcited by 1

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Abstract (arXiv)

Wikipedia is powered by MediaWiki, a free and open-source software that is also the infrastructure for many other wiki-based online encyclopedias. These include the recently launched website Ruwiki, which has copied and modified the original Russian Wikipedia content to conform to Russian law. To identify practices and narratives that could be associated with different forms of knowledge manipulation, this article presents an in-depth analysis of this Russian Wikipedia fork. We propose a methodology to characterize the main changes with respect to the original version. The foundation of this study is a comprehensive comparative analysis of more than 1.9M articles from Russian Wikipedia and its fork. Using meta-information and geographical, temporal, categorical, and textual features, we explore the changes made by Ruwiki editors. Furthermore, we present a classification of the main topics of knowledge manipulation in this fork, including a numerical estimation of their scope. This research not only sheds light on significant changes within Ruwiki, but also provides a methodology that could be applied to analyze other Wikipedia forks and similar collaborative projects.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 13 of its 54 references that are in the map. First posted on arXiv 14 Apr 2025.

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References · 13

  1. 2018BERT: Pre-training of Deep Bidirectional Transformers for Language Understandingcited by 40,399
  2. 2017An Army of Me: Sockpuppets in Online Discussion Communitiescited by 18
  3. 2016Women Through the Glass Ceiling: Gender Asymmetries in Wikipediacited by 17
  4. 2018Why the World Reads Wikipedia: Beyond English Speakerscited by 15
  5. 2021WikiCheck: An end-to-end open source Automatic Fact-Checking API based on Wikipediacited by 12
  6. 2017The Wisdom of Polarized Crowdscited by 9
  7. 2021On the Value of Wikipedia as a Gateway to the Webcited by 6
  8. 2019Measuring the Importance of User-Generated Content to Search Enginescited by 5
  9. 2021Censorship of Online Encyclopedias: Implications for NLP Modelscited by 5
  10. 2020Quantifying Engagement with Citations on Wikipediacited by 4
  11. 2022Characterizing, Detecting, and Predicting Online Ban Evasioncited by 4
  12. 2014Interactions of cultures and top people of Wikipedia from ranking of 24 language editionscited by 3
1 more
  1. 2022Going Down the Rabbit Hole: Characterizing the Long Tail of Wikipedia Reading Sessionscited by 2

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