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Research on Aesthetics Degree Evaluation Method of Product Form

  • Ming LiEmail author
  • Jie Zhang
Conference paper
Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 876)

Abstract

In order to analyze the implicit aesthetic perception of consumers objectively, an evaluation model of aesthetics measure was presented based on the explicit product form. The aesthetics evaluation knowledge was summarized and ten indexes of aesthetics degree to evaluate product form were acquired. The index dimension was reduced with cluster analysis, which would obtain the representative aesthetics degrees for target product. The structural equation model was applied to test the rationality of the index. The mapping relationship of product form to its aesthetic measure was established with neural network, so that the cognitive processes of aesthetic measure could be simulated and evaluation of aesthetic measure conducted. Taking purple clay teapot as an example, the evaluation of its aesthetic measure was verified and analyzed. The result showed that the model established would be reliable and could provide an effective aid to the design of product form.

Keywords

Product form Aesthetic degree index Evaluation model Neural network 

References

  1. 1.
    Birkhoff, G.D.: Aesthetic Measure. Cambridge University Press, Cambrige (1933)Google Scholar
  2. 2.
    Bauckhage, C., Kersting, K.: Can computers learn from the aesthetic wisdom of the crowd? Künstliche Intelligenz 27(1), 25–35 (2013)CrossRefGoogle Scholar
  3. 3.
    Ngo, D.C.L., Teo, S.L., Byrne, J.G.: Modelling interface aesthetics. Inf. Sci. 152, 25–46 (2003)CrossRefGoogle Scholar

Copyright information

© Springer Nature Switzerland AG 2019

Authors and Affiliations

  1. 1.East China University of Science and TechnologyShanghaiChina

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