An intelligent decision support model for product design

Yang-Cheng Lin, Chun Chun Wei

研究成果: Conference contribution

2 引文 斯高帕斯(Scopus)

摘要

This paper presents a consumer-oriented design approach to determining the optimal form design of character toys that optimal matches a given set of product images perceived by consumers. 179 representative character toys and seven design form elements of character toys are identified as samples in an experimental study to illustrate how the consumer-oriented design approach works. The consumer-oriented design approach is based on the process of Kansei Engineering using neural networks (NNs). Nine NN models are built with different momentum, learning rate, and hidden neurons in order to examine how a particular combination of form elements matches the desirable product images. The NN models can be used to construct a form design database for supporting form design decisions in a new character toy design. The result provides useful insights that help product designers best meet consumers' specific feelings and expectations.

原文English
主出版物標題Intelligent Decision Technologies - Proceedings of the 3rd International Conference on Intelligent Decision Technologies, IDT'2011
頁面833-842
頁數10
DOIs
出版狀態Published - 2011 十二月 1
事件3rd International Conference on Intelligent Decision Technologies, IDT'2011 - Piraeus, Greece
持續時間: 2011 七月 202011 七月 22

出版系列

名字Smart Innovation, Systems and Technologies
10 SIST
ISSN(列印)2190-3018
ISSN(電子)2190-3026

Other

Other3rd International Conference on Intelligent Decision Technologies, IDT'2011
國家Greece
城市Piraeus
期間11-07-2011-07-22

All Science Journal Classification (ASJC) codes

  • Decision Sciences(all)
  • Computer Science(all)

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