Why the World Reads Wikipedia: Beyond English Speakers
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Abstract (arXiv)
As one of the Web's primary multilingual knowledge sources, Wikipedia is read by millions of people across the globe every day. Despite this global readership, little is known about why users read Wikipedia's various language editions. To bridge this gap, we conduct a comparative study by combining a large-scale survey of Wikipedia readers across 14 language editions with a log-based analysis of user activity. We proceed in three steps. First, we analyze the survey results to compare the prevalence of Wikipedia use cases across languages, discovering commonalities, but also substantial differences, among Wikipedia languages with respect to their usage. Second, we match survey responses to the respondents' traces in Wikipedia's server logs to characterize behavioral patterns associated with specific use cases, finding that distinctive patterns consistently mark certain use cases across language editions. Third, we show that certain Wikipedia use cases are more common in countries with certain socio-economic characteristics; e.g., in-depth reading of Wikipedia articles is substantially more common in countries with a low Human Development Index. These findings advance our understanding of reader motivations and behaviors across Wikipedia languages and have implications for Wikipedia editors and developers of Wikipedia and other Web technologies.
Key facts. Cited by 15 papers in the map (data through 7 Oct 2026). First posted on arXiv 2 Dec 2018.
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Citing papers per year: 2021: 3; 2022: 1; 2023: 3; 2024: 4; 2025: 3; 2026: 1.
15 papers.
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- 2024Large Language Models Reflect the Ideology of their Creatorscited by 56
- 2023Are Large Language Models a Threat to Digital Public Goods? Evidence from Activity on Stack Overflowcited by 22
- 2024An Open Multilingual System for Scoring Readability of Wikipediacited by 7
- 2021Wiki-Reliability: A Large Scale Dataset for Content Reliability on Wikipediacited by 6
- 2023Fair multilingual vandalism detection system for Wikipediacited by 4
- 2026Impact of AI Search Summaries on Website Traffic: Evidence from Google AI Overviews and Wikipediacited by 4
- 2025MegaWika 2: A More Comprehensive Multilingual Collection of Articles and their Sourcescited by 3
- 2024WIKIGENBENCH: Exploring Full-length Wikipedia Generation under Real-World Scenariocited by 2
- 2021Measuring Wikipedia Article Quality in One Dimension by Extending ORES with Ordinal Regressioncited by 1
- 2022Considerations for Multilingual Wikipedia Researchcited by 1
- 2023Lost in translation: using global fact-checks to measure multilingual misinformation prevalence, spread, and evolutioncited by 1
- 2025Characterizing Knowledge Manipulation in a Russian Wikipedia Forkcited by 1
3 more
- 2021Bias in Knowledge Graphs -- an Empirical Study with Movie Recommendation and Different Language Editions of DBpediacited by 0
- 2024On the effective transfer of knowledge from English to Hindi Wikipediacited by 0
- 2025Wikipedia is Not a Dictionary, Delete! Text Classification as a Proxy for Analysing Wiki Deletion Discussionscited by 0
- 2026Impact of AI Search Summaries on Website Traffic: Evidence from Google AI Overviews and Wikipedia5 Feb 2026
- 2025MegaWika 2: A More Comprehensive Multilingual Collection of Articles and their Sources5 Aug 2025
- 2025Characterizing Knowledge Manipulation in a Russian Wikipedia Fork14 Apr 2025
- 2025Wikipedia is Not a Dictionary, Delete! Text Classification as a Proxy for Analysing Wiki Deletion Discussions13 Mar 2025
- 2024On the effective transfer of knowledge from English to Hindi Wikipedia7 Dec 2024
- 2024Large Language Models Reflect the Ideology of their Creators24 Oct 2024
- 2024An Open Multilingual System for Scoring Readability of Wikipedia3 Jun 2024
- 2024WIKIGENBENCH: Exploring Full-length Wikipedia Generation under Real-World Scenario28 Feb 2024
- 2023Lost in translation: using global fact-checks to measure multilingual misinformation prevalence, spread, and evolution27 Oct 2023
- 2023Are Large Language Models a Threat to Digital Public Goods? Evidence from Activity on Stack Overflow14 Jul 2023
- 2023Fair multilingual vandalism detection system for Wikipedia2 Jun 2023
- 2022Considerations for Multilingual Wikipedia Research5 Apr 2022
3 more
- 2021Measuring Wikipedia Article Quality in One Dimension by Extending ORES with Ordinal Regression15 Aug 2021
- 2021Wiki-Reliability: A Large Scale Dataset for Content Reliability on Wikipedia10 May 2021
- 2021Bias in Knowledge Graphs -- an Empirical Study with Movie Recommendation and Different Language Editions of DBpedia3 May 2021
- 2024Large Language Models Reflect the Ideology of their Creatorscited by 56
- 2023Are Large Language Models a Threat to Digital Public Goods? Evidence from Activity on Stack Overflowcited by 22
- 2024An Open Multilingual System for Scoring Readability of Wikipediacited by 7
- 2021Wiki-Reliability: A Large Scale Dataset for Content Reliability on Wikipediacited by 6
- 2023Fair multilingual vandalism detection system for Wikipediacited by 4
- 2026Impact of AI Search Summaries on Website Traffic: Evidence from Google AI Overviews and Wikipediacited by 4
- 2025MegaWika 2: A More Comprehensive Multilingual Collection of Articles and their Sourcescited by 3
- 2024WIKIGENBENCH: Exploring Full-length Wikipedia Generation under Real-World Scenariocited by 2
- 2021Measuring Wikipedia Article Quality in One Dimension by Extending ORES with Ordinal Regressioncited by 1
- 2022Considerations for Multilingual Wikipedia Researchcited by 1
- 2023Lost in translation: using global fact-checks to measure multilingual misinformation prevalence, spread, and evolutioncited by 1
- 2025Characterizing Knowledge Manipulation in a Russian Wikipedia Forkcited by 1
12 most cited of 15 All 15 (JSON)
- 2026Impact of AI Search Summaries on Website Traffic: Evidence from Google AI Overviews and Wikipedia5 Feb 2026
- 2025MegaWika 2: A More Comprehensive Multilingual Collection of Articles and their Sources5 Aug 2025
- 2025Characterizing Knowledge Manipulation in a Russian Wikipedia Fork14 Apr 2025
- 2025Wikipedia is Not a Dictionary, Delete! Text Classification as a Proxy for Analysing Wiki Deletion Discussions13 Mar 2025
- 2024On the effective transfer of knowledge from English to Hindi Wikipedia7 Dec 2024
- 2024Large Language Models Reflect the Ideology of their Creators24 Oct 2024
- 2024An Open Multilingual System for Scoring Readability of Wikipedia3 Jun 2024
- 2024WIKIGENBENCH: Exploring Full-length Wikipedia Generation under Real-World Scenario28 Feb 2024
- 2023Lost in translation: using global fact-checks to measure multilingual misinformation prevalence, spread, and evolution27 Oct 2023
- 2023Are Large Language Models a Threat to Digital Public Goods? Evidence from Activity on Stack Overflow14 Jul 2023
- 2023Fair multilingual vandalism detection system for Wikipedia2 Jun 2023
- 2022Considerations for Multilingual Wikipedia Research5 Apr 2022
12 newest of 15 All 15 (JSON)