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基于序关系熵权的文化特征提取方法

  

  1. (江南大学设计学院,江苏 无锡 214122)
  • 出版日期:2020-08-31 发布日期:2020-08-22
  • 基金资助:
    中央高校基本科研业务费专项基金项目(JUSRP120109);江苏省教育科学13-5规划课题(B-a/2016/01/20)

Method for cultural feature extraction based on rank correlation and entropy weight

  1. (School of Design, Jiangnan University, Wuxi Jiangsu 214122, China)
  • Online:2020-08-31 Published:2020-08-22
  • Supported by:
    Fundament Research Funds for the Central University (JUSRP120109); Jiangsu Education Science 13-5 Task (B-a/2016/01/20)

摘要: 基于博物馆的文创产品开发过程中缺乏客观、快捷地对设计要素进行评估和提取
的方法,提出针对馆藏文物基于序关系熵权法的文化特征提取及应用的设计方法。首先,选取
馆藏文物对其显性、隐性特征进行拆解,并建立文化特征释义表;同时,分析用户并收集有关
用户体验的感性词对,进行聚类分析。其次,将感性词对和显性特征可拓展性与辨识度因素作
为评估的指标,运用序关系法进行权重分析与综合评估,求得各类型下的文化特征优度排序;
在此基础上运用熵权法计算出代表性的显性特征并作为关键特征。最后,以关键特征和特征优
度为依据,通过元素的交叉、重组、隐喻,产生最终优选的设计方案。通过儿童智能点读笔设
计实例,证明该方法在博物馆文创产品开发阶段将会提高文化特征提取的效率及设计上的合理
性,为博物馆文创开发提供了一种参考方法。

关键词: 博物馆, 文创, 文化特征, 序关系法, 熵权法

Abstract: In the process of developing cultural and creative products of museums, there is no
objective and robust method to evaluate and extract design elements. In this context, this paper
proposed a design method for the extraction and application of cultural features from museum
artifacts based on rank correlation and entropy weight method. First, select the artifacts to
disassemble their explicit and implicit features, and then establish a cultural feature interpretation
table. At the same time, analyze the users and collect pairs of sensible words about user experience,
so as to perform cluster analysis. Next, the sensible word pairs and the factors of extensibility and
discernibility in explicit features were taken as indicators for evaluation. The rank correlation method
was used to implement weight analysis and comprehensive evaluation, and the ranking of cultural
feature goodness was obtained. Then the entropy weight method was used to figure out the key
feature category. Finally, based on the key features and feature goodness rank, the optimal design was
generated through the intersection, reorganization and metaphor of the elements. In conclusion,
through an example of a smart reading pen design for children, it is proved that this method can
improve the efficiency in cultural feature extraction and the usefulness of design, and provides an
implication for the development of cultural and creative product of the museum.

Key words: museum, cultural and creative, cultural feature, rank correlation analysis, entropy weight