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Papers

Using AI to Evaluate Creative Designs

Using AI to Evaluate Creative Designs

Year: 2012

Section: Creativity

Editor: Duffy, A.; Nagai, Y.; Taura, T.

Author: M. L. Maher; D. H. Fisher

Section: Creativity

Pages: 45-54

Abstract

Many have offered criteria for judging a design as creative. Among these criteria have been novelty, value, and surprise. We offer a unique perspective and synthesis of these three criteria with the goal of giving agents – be they artificial, human, or collectives thereof – a common model to judge the creativity of their own designs and the designs of others, and ultimately to inform computational modelling of creative design. We illustrate an AI approach to judging creativity using an example of sustainable design -- the Bloom laptop.

Keywords: evaluating creativity, novelty, value, surprise, clustering, sustainable design

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ds conferenceICDC 2012: The 2nd International Conference on Design Creativity

ICDC 2012: The 2nd International Conference on Design CreativityDesign Creativity is an important and interesting topic of study in design. Since it involves the profound and essential nature of design, design creativity is expected to be a key in not only addressing the social problems that we are facing, but also producing an innate appreciation for beauty and happiness in our minds. In order to elucidate the nature of design creativity, the following issues are being studied: - Cognitive processes underlying design creativity - Computational models of design...

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Keywords
Design 2010