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Live exploration of Wikipedia editing dynamics with visual analytics

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2024

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Flöck, Fabian
Acosta, Maribel

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https://doi.org/10.1075/scl.121.07flo
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Open Access-Veröffentlichung

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Politik- und Verwaltungswissenschaft: Publikationen
Exzellenzcluster "The Politics of Inequality": Publikationen
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POUDAT, Céline, Hrsg., Harald LÜNGEN, Hrsg., Laura HERZBERG, Hrsg.. Investigating Wikipedia : Linguistic corpus building, exploration and analysis. Amsterdam: John Benjamins Publishing Company, 2024, S. 178-204. Studies in corpus linguistics. 121. ISBN 978-90-272-1596-3. Verfügbar unter: doi: 10.1075/scl.121.07flo

Zusammenfassung

The revision histories of Wikipedia articles are a rich source of data about the interactions of editors with each other and with the content, yet they are not straightforward to mine or understand. We describe two tools for visual analytics that support this effort: (i) An interactive browser extension to study word authorship, age, and conflict dynamics, which provides an overlay on live Wikipedia articles; and (ii) a novel interactive Jupyter Notebook package that allows us to run analyses of editorial dynamics out-of-the-box and is easily modifiable. Both leverage live data for any article on demand from several Web APIs, centering on our own WikiWho service, providing the most accurate mining of live word-level changes currently available. We show how these tools enable the exploration of the survival of content, productivity of editors, conflict dynamics, and other metrics through low-barrier interfaces while providing the opportunity for more quantitative investigations via access to the notebooks’ underlying data structures.

Zusammenfassung in einer weiteren Sprache

Fachgebiet (DDC)
320 Politik

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Wikipedia revision history, visual analytics, WikiWho, IWAAN

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ISO 690FLÖCK, Fabian, Roberto ULLOA, Maribel ACOSTA, 2024. Live exploration of Wikipedia editing dynamics with visual analytics. In: POUDAT, Céline, Hrsg., Harald LÜNGEN, Hrsg., Laura HERZBERG, Hrsg.. Investigating Wikipedia : Linguistic corpus building, exploration and analysis. Amsterdam: John Benjamins Publishing Company, 2024, S. 178-204. Studies in corpus linguistics. 121. ISBN 978-90-272-1596-3. Verfügbar unter: doi: 10.1075/scl.121.07flo
BibTex
@incollection{Flock2024-11-15explo-71151,
  year={2024},
  doi={10.1075/scl.121.07flo},
  title={Live exploration of Wikipedia editing dynamics with visual analytics},
  number={121},
  isbn={978-90-272-1596-3},
  publisher={John Benjamins Publishing Company},
  address={Amsterdam},
  series={Studies in corpus linguistics},
  booktitle={Investigating Wikipedia : Linguistic corpus building, exploration and analysis},
  pages={178--204},
  editor={Poudat, Céline and Lüngen, Harald and Herzberg, Laura},
  author={Flöck, Fabian and Ulloa, Roberto and Acosta, Maribel}
}
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