机械工程学报 ›› 2024, Vol. 60 ›› Issue (17): 339-348.doi: 10.3901/JME.2024.17.339
丁满, 孙鸣宇, 张新新, 冯光宇
收稿日期:
2023-03-16
修回日期:
2023-09-12
出版日期:
2024-09-05
发布日期:
2024-10-21
作者简介:
丁满,女,1979年出生,博士研究生,教授,博士研究生导师。主要研究方向为产品色彩情感设计,智能设计。E-mail:dingman@hebut.edu.cn基金资助:
DING Man, SUN Mingyu, ZHANG Xinxin, FENG Guangyu
Received:
2023-03-16
Revised:
2023-09-12
Online:
2024-09-05
Published:
2024-10-21
摘要: 针对现阶段产品色彩情感设计中多元色彩碰撞困难,色彩贡献值计算模糊,色彩协同机制难以模拟等问题,提出一种基于知识超图的产品色彩情感设计方法。首先采用主题网络爬虫与自然语义分词处理等技术构建产品色彩情感数据集;然后构建基于RotatE知识图谱的产品色彩情感意象关联模型;随后引用超图技术,构建基于知识超图的产品色彩情感设计模型,并以斯坦纳树方法可视化,实现产品色彩与用户情感间复杂动态关联关系的结构化与外显化表达。最后以真空吸尘器色彩设计为例,验证所提方法的有效性与适用性。
中图分类号:
丁满, 孙鸣宇, 张新新, 冯光宇. 基于知识超图的产品色彩情感设计[J]. 机械工程学报, 2024, 60(17): 339-348.
DING Man, SUN Mingyu, ZHANG Xinxin, FENG Guangyu. Product Color Emotional Design Based on Knowledge Hypergraph[J]. Journal of Mechanical Engineering, 2024, 60(17): 339-348.
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