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Let’s Talk About Refugees : Network Effects Drive Contributor Attention to Wikipedia Articles About Migration-Related Topics

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2019

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Lomi, Alessandro

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https://doi.org/10.1007/978-3-030-05414-4_17
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AIELLO, Luca Maria, ed., Chantal CHERIFI, ed., Hocine CHERIFI, ed., Renaud LAMBIOTTE, ed., Pietro LIÓ, ed., Luis M. ROCHA, ed.. Complex Networks and Their Applications VII : Volume 2 Proceedings, The 7th International Conference on Complex Networks and Their Applications, COMPLEX NETWORKS 2018. Cham: Springer, 2019, pp. 211-222. Studies in Computational Intelligence. 813. ISSN 1860-949X. eISSN 1860-9503. ISBN 978-3-030-05413-7. Available under: doi: 10.1007/978-3-030-05414-4_17

Zusammenfassung

Contributions by voluntary users are one of the most crucial resources in the online encyclopedia Wikipedia. In this paper we propose relational event models to analyze dynamic network effects explaining the allocation of contributor attention to Wikipedia articles about migration-related topics. Among others, we test for the presence of a rich-get-richer effect in which articles edited by many users are likely to receive even more contributions in the future and uncover which users start working on less popular articles. We further analyze local clustering effects in which pairs of users tend to repeatedly collaborate on the same articles as well as interaction between contributions to encyclopedic articles and engagement in associated talk pages. We demonstrate that these network effects that regulate collaborative work in Wikipedia act over and above general popularity of the articles’ topics as revealed by the number of pageviews.

Zusammenfassung in einer weiteren Sprache

Fachgebiet (DDC)
004 Informatik

Schlagwörter

Social network analysis, Relational event model, Online peer-production, Attention, Wikipedia

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COMPLEX NETWORKS 2018 : Complex Networks and Their Applications VII, 11. Dez. 2018 - 13. Dez. 2018, Cambridge, UK
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ISO 690LERNER, Jürgen, Alessandro LOMI, 2019. Let’s Talk About Refugees : Network Effects Drive Contributor Attention to Wikipedia Articles About Migration-Related Topics. COMPLEX NETWORKS 2018 : Complex Networks and Their Applications VII. Cambridge, UK, 11. Dez. 2018 - 13. Dez. 2018. In: AIELLO, Luca Maria, ed., Chantal CHERIFI, ed., Hocine CHERIFI, ed., Renaud LAMBIOTTE, ed., Pietro LIÓ, ed., Luis M. ROCHA, ed.. Complex Networks and Their Applications VII : Volume 2 Proceedings, The 7th International Conference on Complex Networks and Their Applications, COMPLEX NETWORKS 2018. Cham: Springer, 2019, pp. 211-222. Studies in Computational Intelligence. 813. ISSN 1860-949X. eISSN 1860-9503. ISBN 978-3-030-05413-7. Available under: doi: 10.1007/978-3-030-05414-4_17
BibTex
@inproceedings{Lerner2019About-44875,
  year={2019},
  doi={10.1007/978-3-030-05414-4_17},
  title={Let’s Talk About Refugees : Network Effects Drive Contributor Attention to Wikipedia Articles About Migration-Related Topics},
  number={813},
  isbn={978-3-030-05413-7},
  issn={1860-949X},
  publisher={Springer},
  address={Cham},
  series={Studies in Computational Intelligence},
  booktitle={Complex Networks and Their Applications VII : Volume 2 Proceedings, The 7th International Conference on Complex Networks and Their Applications, COMPLEX NETWORKS 2018},
  pages={211--222},
  editor={Aiello, Luca Maria and Cherifi, Chantal and Cherifi, Hocine and Lambiotte, Renaud and Lió, Pietro and Rocha, Luis M.},
  author={Lerner, Jürgen and Lomi, Alessandro}
}
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