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Connection Science

Volume 20, Issue 2-3, 2008

Special Issue: Social Learning in Embodied Agents

Exploring social structure effect on language evolution based on a computational model

Exploring social structure effect on language evolution based on a computational model

DOI:
10.1080/09540090802091941
Tao Gonga*, James W. Minetta & William S.-Y. Wanga

pages 135-153

Available online: 20 May 2008

Abstract

A compositionality-regularity coevolution model is adopted to explore the effect of social structure on language emergence and maintenance. Based on this model, we explore language evolution in three experiments, and discuss the role of a popular agent in language evolution, the relationship between mutual understanding and social hierarchy, and the effect of inter-community communications and that of simple linguistic features on convergence of communal languages in two communities. This work embodies several important interactions during social learning, and introduces a new approach that manipulates individuals’ probabilities to participate in social interactions to study the effect of social structure. We hope it will stimulate further theoretical and empirical explorations on language evolution in a social environment.

Keywords

 

Details

  • Citation information:
  • Available online: 20 May 2008

Author affiliations

  • a Department of Electronic Engineering, The Chinese University of Hong Kong, Hong Kong, People's Republic of China

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