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1064-5462
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2014 Impact factor:
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Artificial Life

Winter 2012, Vol. 18, No. 1, Pages 107-121
(doi: 10.1162/artl_a_00051)
© 2011 Massachusetts Institute of Technology
Exploring the Roles of Complex Networks in Linguistic Categorization
Article PDF (467.57 KB)
Abstract

This article adopts the category game model, which simulates the origins and evolution of linguistic categories in a group of artificial agents, to evaluate the effect of social structure on linguistic categorization. Based on the simulation results in a number of typical networks, we examine the isolating and collective effects of some structural features, including average degree, shortcuts, and level of centrality, on the categorization process. This study extends the previous simulations mainly on lexical evolution, and illustrates a general framework to systematically explore the effect of social structure on language evolution.