识别产品设计中的风格

T. Chan, Jürgen Mihm, Manuel E. Sosa
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引用次数: 1

摘要

本文介绍了一种识别产品设计风格的方法。我们首先建立了一个关于什么是风格以及如何将设计配置成风格的理论基础。在此基础上,我们执行了一个图聚类算法来识别1976年至2010年期间在美国提交的设计专利群体中的风格。外观设计专利非常适合这项任务,因为它纯粹关注设计的外观。我们通过实验验证了从算法中获得的结果,这表明算法结果与人类如何将设计配置为风格没有什么不同。通过在设计中建立风格,我们为设计研究开辟了一条新的途径,在此基础上可以研究风格的动态。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Identifying Styles in Product Design
This paper introduces an approach to identify styles in product designs. We first built a theoretical foundation on what a style is and how designs are configured into styles. On this basis we executed a graph-clustering algorithm to identify styles in a population of design patents filed in the USA between the years 1976 to 2010. The design patent is uniquely suitable for this task because it is purely focused on how designs look. We validated the outcome obtained from the algorithm using experiments, which suggests that the algorithm outcome is no different from how humans would configure designs into styles. By establishing styles in designs, we open up a new avenue towards design research, upon which the dynamics of styles can now be studied.
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