Explaining Universal Color Categories Through a Constrained Acquisition Process

@article{Belpaeme2005ExplainingUC,
  title={Explaining Universal Color Categories Through a Constrained Acquisition Process},
  author={Tony Belpaeme and Joris Bleys},
  journal={Adaptive Behavior},
  year={2005},
  volume={13},
  pages={293 - 310}
}
Color categories enjoy a special status among human perceptual categories as they exhibit a remarkable cross-cultural similarity. Many scholars have explained this universal character as being the result of an innate representation or an innate developmental program which all humans share. We will critically assess the available evidence, which is at best controversial, and we will suggest an alternative account for the universality of color categories based on linguistic transmission… 

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References

SHOWING 1-10 OF 77 REFERENCES
Biocultural Implications of Systems of Color Naming
Preliminary analysis of color naming data from 111 languages in the World Color Survey confirms the main lines of the original Berlin and Kay hypothesis regarding the existence of semantic universals
Color categories are not universal: replications and new evidence from a stone-age culture.
TLDR
It is concluded that possession of linguistic categories facilitates recognition and influences perceptual judgments in Dani with a comparable group from Papua, New Guinea who speak Berinmo, which has 5 basic color terms.
Colourful language and colour categories
We investigate whether the universal character of colour categories can be explained as the result of a category acquisition process under influence of linguistic communication. A brief overview is
Focal colors are universal after all.
TLDR
Examining color-naming data from languages of 110 nonindustrialized societies shows that best-example choices for color terms in these languages cluster near the prototypes for English white, black, red, green, yellow, and blue, suggesting that universal best examples (foci) may be the source of universal tendencies in color naming.
Conceptualization of perceptual attributes: a special case for color?
TLDR
Comparing the development of color cognition to that of familiar objects is inappropriate since color is a perceptual attribute that can be abstracted from an object and by itself lacks functional significance, and the striking disparity between perceptual Saliency and cognition of color in the youngest age groups suggests that perceptual saliency has little influence on the conceptual development ofcolor.
On the development of color naming in young children: Data and theory
Why GRUE? An Interpoint-Distance Model Analysis of Composite Color Categories
This article applies the interpoint-distance model (IDM) to explain composite color categories that continue to challenge existing models in the literature. Using universal cognitive principles and
Simulating the Formation of Color Categories
TLDR
This paper investigates the formation of color categories and color naming in a population of agents and shows how agents can form a coherent lexicon of color terms and -- particularly -- how a coherent color categorization emerges through these linguistic interactions.
New evidence for infant colour categories
TLDR
It is reported that pre-linguistic infants perceive colour categorically for primary boundaries and this study was extended to include secondary boundaries, with a crucial modification: the separations between habituated and novel stimuli were equated in a perceptually uniform metric (Munsell), rather than in wavelength.
...
...