计算机集成制造系统 ›› 2020, Vol. 26 ›› Issue (第4): 1063-1071.DOI: 10.13196/j.cims.2020.04.020

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大规模用户参与的开放式设计决策方法

谈莉斌1,2,唐敦兵1+,陈蔚芳1,王棋1   

  1. 1.南京航空航天大学机电学院
    2.安徽工业大学机械工程学院
  • 出版日期:2020-04-30 发布日期:2020-04-30
  • 基金资助:
    国家自然科学基金资助项目(51575264)。

Open design decision method for large-scale consumer participation

  • Online:2020-04-30 Published:2020-04-30
  • Supported by:
    Project supported by the National Natural Science Foundation,China(No.51575264).

摘要: 随着消费者的需求个性化特点越来越强,变化越来越快,传统的以生产者为主导地位的设计方式已经越来越跟不上当代消费者的要求。让用户参与到产品设计中,使其个性化需求能够真正得到满足,已成为共识。当前,互联网模式下的大规模用户参与创新已得到充分认可,但还缺少有效的设计理论与方法。由此提出一种大规模用户参与的开放式设计方法,可以将用户碎片化、模糊化的需求精确映射到产品模型中。首先基于相似度推荐过程,帮助用户完善方案,并实现用户间的自组织聚类。然后,基于粗糙集理论实现大量用户方案的收敛决策。最后,以洗衣机设计为例,说明了大规模用户参与的开放式设计过程,验证了该方法的可行性。

关键词: 在线设计, 参与式设计, 余弦相似度, 粗糙集, 洗衣机设计

Abstract: As the consumer individualization is becoming stronger and the customer demand is changing more frequently,the traditional manufacture-active design pattern cannot meet the demands of the present age.It is widely acknowledged that the individualization can be really realized if the consumer could participate in the product design process.At present,the large-scale consumer participation in product design process through Internet is quite prevalent,but the design methodology and theoretical foundation have never been concerned by previous studies.Aiming at these problems,an open design method of large-scale consumer participation was proposed,which could accurately map the consumer's fragmentation and fuzziness requirements to the product model.First of all,based on the similarity recommendation process,consumers were helped to improve their solutions.At the same time,the consumer's self-organizing clustering was realized.Then,based on rough set theory,the convergence decision of a large number of consumer solutions was realized.Finally,taking the washing machine design as an example,the open design process of large-scale consumer participation was illustrated,and the feasibility of the method was verified.

Key words: online design, participatory design, cosine similarity, rough set, washing machine design

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