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Updated: Jul 13, 2026

The HoneyComb Paradigm for Research on Collective Human Behavior
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Published on: January 19, 2019

Complex network study of Asian Go players.

Xinping Xu1, Junhui Hu, Feng Liu

  • 1Institute of Particle Physics, HuaZhong Normal University, Wuhan 430079, China.

Chaos (Woodbury, N.Y.)
|July 7, 2007
PubMed
Summary

The Asian Go player network exhibits small-world properties and a rich-club phenomenon, indicating skilled players are highly interconnected. Network analysis reveals insights into competition dynamics and player interactions in Go tournaments.

Area of Science:

  • Network Science
  • Complex Systems
  • Game Theory

Background:

  • Go tournaments can be modeled as directed networks.
  • Understanding player competition dynamics is crucial.

Purpose of the Study:

  • Analyze the topological structure of the Asian Go player network.
  • Investigate network properties like small-world and rich-club phenomena.
  • Examine weighted network characteristics and temporal evolution.

Main Methods:

  • Network construction from 756 Asian Go players and 9473 tournaments.
  • Topological analysis of network structure.
  • Analysis of weighted network properties (weights and strengths).
  • Study of the network's time evolution.

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Main Results:

  • The Go player network demonstrates small-world properties.
  • A significant rich-club phenomenon was observed, with high-degree players being interconnected.
  • Network weights follow power-law distributions; strengths follow stretched exponential distributions.
  • Time evolution analysis provided insights into network dynamics.

Conclusions:

  • The Asian Go player network exhibits complex topological features.
  • These findings enhance understanding of competition structures in skill-based networks.
  • The study offers a quantitative framework for analyzing player interactions in Go.