Browse > Article

Color Preference and Personality Modeling using Fuzzy Logic  

Kim, Kwang-Baek (Department of Computer Engineering, Silla University)
Chae, Gyoo-Yong (IT design research center, Silla University)
Abhijit S. Pandya (Division of Computer and Information Engineering, Silla University)
Abstract
Human ability to perceive colors is a very subjective matter. The task of measuring and analyzing appropriate colors from colored images, which matches human sensitivity for perceiving colors, has been a challenge to the research community. In this paper we propose a novel approach, which involves the use of fuzzy logic and reasoning to analyze the RGB color intensities extracted from sensory inputs to understand human sensitivity for various colors. Based on this approach, an intelligent system has been built to predict the subject's personality. The results of experiments conducted with this system are discussed in the paper.
Keywords
Fuzzy Logic; Intelligent System; Color Perception; Human Psychology;
Citations & Related Records
연도 인용수 순위
  • Reference
1 Deborah T. Sharpe, The Psychology of Color and Design, Tein Publications, 1996
2 Color Psychology, http://simri.netian.com/
3 H. J. Lee, B. S. Kim, D. H. Kang and K. B. Kim, 'Recognition of Emotion Based on Simple Color using Physiological Fuzzy Neural Networks,' Proceedings of Korea Multimedia Society, Vol. 6, No.1, pp. 537-540, 2002
4 Yasuhiro Kawashuma and Naotoshi Sugano, 'An analysis of emotions by using fuzzy reasoning,' $13^{th}$ Fuzzy Symposium, pp. 4-6, 1997
5 Weiner, B, 'The Emotional Consequences of Casual Ascriptions,' The 17th Annual Carnegie Symposium on Cognition, pp. 185-209,1994
6 K. S. Lee and H. M. Chung, 'The Emotions Inference Using Differential of Symbolic Multiple Valued Logic Functions,' Proceedings of KFIS Fall Conference, Vol. 12, No.2, pp. 493-496, 2002
7 Pluchik, Robert, Emotion: A Psycho Evolutionary Synthesis, 1980
8 Fabo and Billen, The Psychology of Color, Dong-A Publications, 1985