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Peering into the Dynamics of Social Interactions: Measuring Play Fighting in Rats
15:01

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Published on: January 18, 2013

Dynamics of conflicts in Wikipedia.

Taha Yasseri1, Robert Sumi, András Rung

  • 1Department of Theoretical Physics, Budapest University of Technology and Economics, Budapest, Hungary. yasseri@phy.bme.hu

Plos One
|June 30, 2012
PubMed
Summary

Editorial wars in Wikipedia show activity bursts and memory effects on short timescales. Long-term analysis reveals distinct article development patterns, differentiating consensus from intractable conflicts, with few editors dominating edit wars.

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Area of Science:

  • Computational Social Science
  • Network Science
  • Information Science

Background:

  • Wikipedia's collaborative editing environment provides a unique platform for studying online conflict dynamics.
  • Understanding the temporal patterns of editorial disputes is crucial for managing large-scale collaborative knowledge bases.

Purpose of the Study:

  • To analyze the dynamical features of editorial wars on Wikipedia.
  • To identify temporal characteristics and developmental patterns of controversial articles.
  • To investigate the role of editors in edit wars.

Main Methods:

  • Utilized a previously established algorithm to create samples of controversial and peaceful Wikipedia articles.
  • Analyzed temporal activity patterns on both short and long time scales.
  • Examined discussion networks to understand editor participation.

Main Results:

  • Short-term analysis revealed a correlation between conflict and bursty activity, with significant memory effects in controversies.
  • Long-term analysis identified three distinct article development patterns, distinguishing paths to consensus from persistent disagreements.
  • Edit wars were found to be primarily driven by a small number of active editors.

Conclusions:

  • Activity burstiness and memory effects are key indicators of conflict on short timescales in Wikipedia articles.
  • Distinct developmental trajectories exist for Wikipedia articles, allowing for the prediction of consensus or lack thereof.
  • Online editorial conflicts, such as Wikipedia edit wars, are often concentrated among a limited group of participants.