Psychological Challenges for the Analysis of Style

MARTIN STACEY

School of Computing, De Montfort University, Leicester, UK.

Artificial Intelligence in Engineering Design, Analysis and Manufacturing, volume 20 number 2, 167-184 (2006).
Special issue on Style edited by Ellen Do and Claudia Eckert.

Abstract. Analyses of styles in design have paid little attention to how people see style, and how designers use perceptions of style to guide designing. While formal and computational methods for analysing styles and generating designs provide impressively parsimonious accounts of what some styles are, they do not address many of the factors that influence how humans understand styles. The subtlety of human style judgements raises challenges for computational approaches to style.

This paper differentiates between a range of distinct meanings of 'style', and explores how designers and ordinary people learn and apply perceptual similarity classes and style concepts in different situations to interpret and create designed artefacts. A range of psychological evidence indicates that style perception is dependent on knowledge, and involves the interaction of perceptual recognition of style features and explanatory inference processes that create a coherent understanding of an object as an exemplar of a style. This paper concludes by outlining how formal style analyses can be used in combination with psychological research to develop a fuller understanding of style perception and creative design.

Keywords. Style, design cognition, fashion, visual object recognition, categorization, similarity, analogy, concepts

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