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Open Access Publications from the University of California

Color Categorization and Naming in Normal, Deficient, and Mixed PopulationsUsing Agent Based Modelling

Abstract

Humans make sense of the world by compressing and classifying perceptual information into discrete linguistic categories.A major consideration in linguistic categorization is that humans being social and cultural creatures have categories thatare not just consistent internally, but across a linguistic community. Color naming represents an exemplary problem incognitive science because of the unique interplay between perception, conceptualization, and language. In this study,we use an agent-based model to explore the link between perception and language in the context of color vision and itsvariations. Colorblindness is a congenital disorder that alters the color experience of those affected. Using a definitiveidentifier of colorblindness, the Just Noticeable Difference curve, we show that color vision deficiencies lead to impairedperceptual and linguistic categorization, without significant impact on social communication. The results provide insightsinto the color experience of the colorblind and how they cope with the language of color.

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