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- Title
Using a Drift Diffusion Model to Validate the Quantification of Style Prototypicality as Assessed by the Viewers of Paintings.
- Authors
Ogata, Shigen Fang; Tawatsuji, Yoshimasa; Matsui, Tatsunori
- Abstract
When appreciating a painting, people often classify it into a style. The extent to which the painting is regarded as a typical example of the style is called its style prototypicality. The authors propose a method of quantifying style prototypicalities and conduct an experiment to validate this method using the drift rate parameter of the drift diffusion model. This parameter is calculated using participants' decision-making response times. The authors find a positive correlation (r =.88, p <.001) between the drift rates and the quantified prototypicalities for the paintings used in this study, confirming the psychological appropriateness of the proposed quantification method.
- Subjects
DRIFT diffusion models; PSYCHOLOGY &; art; PROTOTYPES; ART techniques; REGRESSION analysis; REACTION time; REALISM in art; SURREALISM; PAINTING
- Publication
Leonardo, 2024, Vol 57, Issue 1, p70
- ISSN
0024-094X
- Publication type
Article
- DOI
10.1162/leon_a_02433