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Understanding Editing Behaviors in Multilingual Wikipedia.
Suin Kim1, Sungjoon Park1, Scott A Hale2
1School of Computing, KAIST, Daejeon, Republic of Korea.
Plos One
|May 13, 2016
Summary
Online multilingualism is complex, with English Wikipedia uniquely integrating content from diverse language editors. However, language proficiency and complexity create barriers to content sharing across languages.
Area of Science:
- Computational Social Science
- Digital Linguistics
- Human-Computer Interaction
Background:
- Multilingualism is prevalent offline, yet its online manifestations and role in cross-lingual content dissemination remain underexplored.
- Understanding how multilingual individuals contribute to and navigate online content is crucial for digital communication.
Purpose of the Study:
- To computationally analyze multilingualism on Wikipedia, focusing on content creation and editor behavior across English, German, and Spanish editions.
- To investigate the engagement, interests, and language proficiency of multilingual editors in their primary and secondary languages.
Main Methods:
- Collected and analyzed over two million paragraphs edited by 15,000+ multilingual users on Wikipedia (July 8 - August 9, 2013).
- Examined editor engagement, topical interests, and language proficiency in primary versus secondary languages.
- Compared editing complexity between primary and secondary language editors across different language editions.
Main Results:
- English Wikipedia exhibits distinct dynamics, with secondary language editors contributing edits as complex as primary editors.
- Spanish and German Wikipedia editions show primary editors making more complex edits than secondary language editors.
- A 'complexity barrier' hinders editing complex content in a second language, and multilinguals exhibit lower engagement and proficiency in non-primary languages.
Conclusions:
- English serves as a unique hub for multilingual content integration on Wikipedia, bridging different language communities.
- Despite integration, language proficiency and content complexity pose significant barriers to seamless cross-lingual information flow.
- Multilingual editors' engagement and proficiency in secondary languages are lower, impacting their contribution complexity.
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