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融合用户满意度的产品需求配置方法研究

  

  1. (大连理工大学机械工程学院,辽宁 大连 116024)
  • 出版日期:2020-08-31 发布日期:2020-08-22

Research on the product demands configuration method based on user satisfaction

  1. (School of Mechanical Engineering, Dalian University of Technology, Dalian Liaoning 116024, China)
  • Online:2020-08-31 Published:2020-08-22

摘要: 为合理地确定用户需求偏好及其优先程度以适应大规模定制生产模式,最大限度
提升用户满意度,提出一种改进的产品用户需求配置方法。将模糊聚类分析方法融入Kano 模
型中对用户需求进行归属分类,根据用户需求对满意度提升的贡献程度进行筛选,计算需求
满意度及重要度评价因子,建立产品用户需求递阶层次结构模型。在模糊层次分析法(FAHP)
中通过采用模糊最优最劣法(FBWM)构造一致性三角模糊数互补判断矩阵,引入可能度概念实
现去模糊化,得到用户需求初始权重,并将需求评价因子作为初始权重的修正因子,将修正
后的权重进行归一化处理,得到用户需求综合权重,以此为依据实现产品需求配置。以某企
业眼镜产品设计开发为例,验证了该方法的有效性,为眼镜及其他产品设计开发提供了用户
需求配置策略。

关键词: 用户需求, 需求配置, 用户满意度, Kano 模型, 模糊层次分析法, 定量化

Abstract: In order to reasonably determine the preferences and priorities of user demands to adapt to
the mass customization production mode and maximize user satisfaction, an improved product user
demands configuration method is proposed. The fuzzy clustering analysis method was integrated into
the Kano model to classify user demands, the screening was conducted according to their contribution
to the improvement of satisfaction, then the evaluation factors of customer satisfaction and
importance were calculated and a hierarchical structure model of product user demands was
established. On this basis, in the fuzzy analytic hierarchy process (FAHP), a fuzzy best-worst method
(FBWM) was employed to construct a consistent triangular fuzzy number complementary judgment
matrix, the probability concept was introduced to achieve defuzzification and obtain the initial
weights of user demands, and the demands evaluation factors served as the correction factors of the
initial weights. Then the modified weights were normalized to obtain the comprehensive weights of
user demands, thus realizing the configuration of product demands. Taking an enterprise’s eyewear
product design and development as an example, the effectiveness of this method was verified, and a
user demand configuration strategy was provided for the design and development of eyewear and
other products.

Key words: user demands, demands configuration, customer satisfaction, Kano model, fuzzy analytic
hierarchy process,
quantification