A simple model of edit activity in Wikipedia

Tutkimustuotos: LehtiartikkeliArticleScientificvertaisarvioitu

1 Sitaatiot (Scopus)

Abstrakti

A simple dynamical model of collective edit activity of Wikipedia articles and their content evolution is introduced. Based on the recent empirical findings, each editor in the model is characterized by an ability to make content edit, i.e., improving the article by adding content and a tendency to make maintenance edit, i.e., dealing with formal aspects and maintaining the edit flow. In addition, each article is characterized by a level of maturity as compared to a potential quality needed to comprehensively cover its topic. This model is found to reproduce the basic structure of the bipartite network between editors and articles of Wikipedia. Furthermore, the relation between the model parameters of editors and articles and the metrics of those calculated from the emergent network turns out to be robust, i.e. depending only on the rate of the introduction of new articles to the editing activity. This results provides us a way to relate observations in the real data to the hidden characteristics of editors and articles. For the nestedness of the networks, systems with weighted parameter distribution gives better match to the empirical one. This suggests the importance of high-dimensional nature of the ability of editors and quality of articles in the real system.

AlkuperäiskieliEnglanti
Artikkeli129253
JulkaisuPhysica A: Statistical Mechanics and its Applications
Vuosikerta630
DOI - pysyväislinkit
TilaJulkaistu - 15 marrask. 2023
OKM-julkaisutyyppiA1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä

Rahoitus

TS and FO thanks to the support by JSPS KAKENHI grant number 21K19826 . FO was supported by JST, Japan , PRESTO, Japan grant number JPMJPR2121 . JT acknowledges the support from NKFIH Hungarian Research Fund Grant 134199 and TKP2021-NVA-02 . JK acknowledges support from project EU H2020 Humane AI-net (Grant No. 952026 ), and from Horizon 2020 under grant agreement ERC No 810115 - DYNASNET . KK acknowledges support from EU HORIZON 2020 INFRAIA-2019-1 (SoBigData++) No. 871042 .

Sormenjälki

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  • -: HumanE-AI-Net, Kaski

    Kaski, S. (Vastuullinen johtaja)

    01/09/202031/08/2024

    Projekti: EU: Framework programmes funding

  • -: SoBigData-PlusPlus

    Roy, C. (Projektin jäsen), Kaski, K. (Projektin jäsen) & Bhattacharya, K. (Projektin jäsen)

    01/01/202031/12/2025

    Projekti: EU H2020 Framework program

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