Explaining Universal Color Categories Through a Constrained Acquisition Process

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 constrained by universal biases. We introduce a computational model to test our hypothesis and present results. These show that indeed the cultural acquisition of color categories together with mild constraints on the perception and categorical representation result in categories that have a distribution similar to human color categories.

[1]  William Rucklidge,et al.  Efficiently Locating Objects Using the Hausdorff Distance , 1997, International Journal of Computer Vision.

[2]  Luc Steels,et al.  The Construction and Acquisition of Visual Categories , 1997, EWLR.

[3]  Paul Vogt,et al.  Bootstrapping grounded symbols by minimal autonomous robots , 2000 .

[4]  Catherine M. Sandhofer,et al.  Why children learn color and size words so differently: evidence from adults' learning of artificial terms. , 2001, Journal of experimental psychology. General.

[5]  M. Studdert-Kennedy,et al.  Approaches To The Evolution Of Language: Social And Cognitive Bases , 1998 .

[6]  Allon J. Uhlmann Coevolution: genes, culture and human diversity , 1993 .

[7]  M. Bornstein,et al.  Color vision and hue categorization in young human infants. , 1976, Journal of experimental psychology. Human perception and performance.

[8]  P. Kay,et al.  Biocultural Implications of Systems of Color Naming , 1991 .

[9]  R. M. Boynton Color categories in thought and language: Insights gained from naming the OSA colors , 1997 .

[10]  H. S. Straight Color Categories in Thought and Language , 2003 .

[11]  L. Steels,et al.  coordinating perceptually grounded categories through language: a case study for colour , 2005, Behavioral and Brain Sciences.

[12]  B. Saunders,et al.  Are there nontrivial constraints on colour categorization? , 1997, Behavioral and Brain Sciences.

[13]  E. R. Heider Universals in color naming and memory. , 1972, Journal of experimental psychology.

[14]  Roger N. Shepard,et al.  The perceptual organization of colors: An adaptation to regularities of the terrestrial world? , 1992 .

[15]  P. Kay,et al.  Resolving the question of color naming universals , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[16]  Michael Pilling,et al.  The nature of infant color categorization: evidence from eye movements on a target detection task. , 2005, Journal of experimental child psychology.

[17]  Kimberly A. Jameson,et al.  Why GRUE? An Interpoint-Distance Model Analysis of Composite Color Categories , 2005 .

[18]  N. Soja,et al.  Young children's concept of color and its relation to the acquisition of color words. , 1994, Child development.

[19]  J. Cohen,et al.  Color Science: Concepts and Methods, Quantitative Data and Formulas , 1968 .

[20]  Carolyn B. Mervis,et al.  Transaction of cognitive-linguistic abilities and adult input : a case study of the acquisition of colour terms and colour-based subordinate object categories , 1995 .

[21]  J. Dockrell,et al.  Why is colour naming difficult? , 1999, Journal of Child Language.

[22]  G. Kane Parallel Distributed Processing: Explorations in the Microstructure of Cognition, vol 1: Foundations, vol 2: Psychological and Biological Models , 1994 .

[23]  Tetsuro Matsuzawa,et al.  Color classification by chimpanzees (Pan troglodytes) in a matching-to-sample task , 2004, Behavioural Brain Research.

[24]  L. Steels Constructing and Sharing Perceptual Distinctions , 1997 .

[25]  Clyde L. Hardin,et al.  Color for Philosophers: Unweaving the Rainbow , 1988 .

[26]  Catherine M. Sandhofer,et al.  Learning color words involves learning a system of mappings. , 1999, Developmental psychology.

[27]  Luc Steels,et al.  Situated Grounded Word Semantics , 1999, IJCAI.

[28]  Kenny Smith,et al.  The evolution of vocabulary. , 2004, Journal of theoretical biology.

[29]  J. Davidoff,et al.  Colour categories in a stone-age tribe , 1999, Nature.

[30]  M. Shatz,et al.  Colour term knowledge in two-year-olds: evidence for early competence , 1996, Journal of Child Language.

[31]  J. Mandler,et al.  Early Sensitivity to Language-Specific Spatial Categories in English and Korean , 1999 .

[32]  J. Davidoff,et al.  Color categories are not universal: replications and new evidence from a stone-age culture. , 2000, Journal of experimental psychology. General.

[33]  Paul Vogt,et al.  Anchoring of semiotic symbols , 2003, Robotics Auton. Syst..

[34]  Luc Steels,et al.  Synthesising the origins of language and meaning using co-evolution, self-organisation and level formation , 1998 .

[35]  K T Mullen,et al.  Conceptualization of perceptual attributes: a special case for color? , 2001, Journal of experimental child psychology.

[36]  F. Darwin More Letters of Charles Darwin , 1903 .

[37]  Anna Franklin,et al.  Categorical similarity may affect colour pop-out in infants after all , 2002 .

[38]  James L. McClelland,et al.  Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations , 1986 .

[39]  P. Kay,et al.  The linguistic significance of the meanings of basic color terms , 1978 .

[40]  Lewis D. Griffin Optimality of the Basic Colours Categories , 2004 .

[41]  Arne Valberg,et al.  PII: S0042-6989(01)00041-4 , 2001 .

[42]  Sergej N. Yendrikhovskij,et al.  Computing Color Categories from Statistics of Natural Images , 2001, Journal of Imaging Science and Technology.

[43]  C. L. Hardin,et al.  Color categories in thought and language: Author index , 1997 .

[44]  Tony Belpaeme,et al.  Simulating the Formation of Color Categories , 2001, IJCAI.

[45]  D. Gentner,et al.  Language acquisition and conceptual development: Individuation, relativity, and early word learning , 2001 .

[46]  R. D'Andrade,et al.  Color categories in thought and language: It's not really red, green, yellow, blue: an inquiry into perceptual color space , 1997 .

[47]  Eleanor Rosch,et al.  Principles of Categorization , 1978 .

[48]  B. Saunders,et al.  Colour: An exosomatic organ? , 1997, Behavioral and Brain Sciences.

[49]  Mark D. Fairchild,et al.  Color Appearance Models , 1997, Computer Vision, A Reference Guide.

[50]  Tony Belpaeme,et al.  Colourful language and colour categories , 2005 .

[51]  Pavel Brazdil,et al.  Proceedings of the European Conference on Machine Learning , 1993 .

[52]  Mike Dowman Explaining Color Term Typology as the Product of Cultural Evolution using a Bayesian Multi-agent Model , 2003 .

[53]  P. Kay,et al.  Focal colors are universal after all. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[54]  M. Hauser The Evolution of Communication , 1996 .

[55]  S. Levinson,et al.  Rethinking Linguistic Relativity , 1991, Current Anthropology.

[56]  A. Franklin,et al.  New evidence for infant colour categories , 2004 .

[57]  Gert Westermann,et al.  Evolution of an Optimal Lexicon under Constraints from Embodiment , 2003, Artificial Life.

[58]  Andrew D. M. Smith,et al.  The Inferential Transmission of Language , 2005, Adapt. Behav..

[59]  Michael H. Brill,et al.  Color appearance models , 1998 .

[60]  Jean-Christophe Verstraete Language Acquisition and Conceptual Development (review) , 2005 .

[61]  Luc Steels,et al.  Language games for autonomous robots , 2001 .

[62]  Debi Roberson,et al.  Color Categories Are Culturally Diverse in Cognition as Well as in Language , 2005 .

[63]  J. Davidoff,et al.  Color categories: Evidence for the cultural relativity hypothesis , 2005, Cognitive Psychology.

[64]  P. Kay,et al.  What is the Sapir-Whorf hypothesis? , 1983 .

[65]  Luc Steels,et al.  The synthetic modeling of language origins , 1997 .

[66]  P. Kay,et al.  Basic Color Terms: Their Universality and Evolution , 1973 .

[67]  Marc H. Bornstein,et al.  On the development of color naming in young children: Data and theory , 1985, Brain and Language.

[68]  John Sutton Naming the Rainbow: colour language, colour science, and culture , 2001 .

[69]  Gunther Wyszecki,et al.  Color Science: Concepts and Methods, Quantitative Data and Formulae, 2nd Edition , 2000 .

[70]  H. Tager-Flusberg,et al.  The acquisition of colour terms , 1986, Journal of Child Language.

[71]  C. Pollard,et al.  Center for the Study of Language and Information , 2022 .

[72]  Andrew D. M. Smith,et al.  Establishing Communication Systems without Explicit Meaning Transmission , 2001, ECAL.

[73]  Ian R. L. Davies,et al.  A study of colour grouping in three languages: A test of the linguistic relativity hypothesis , 1998 .