A holistic relook at engineering design methodologies for smart product-service systems development

J Cong, CH Chen, P Zheng, X Li, Z Wang - Journal of Cleaner Production, 2020 - Elsevier
The rapid development and implementation of smart, connected products have triggered a
promising manufacturing paradigm of servitization, ie smart product-service systems (Smart …

Affective design using machine learning: a survey and its prospect of conjoining big data

KY Chan, CK Kwong, P Wongthongtham… - … Journal of Computer …, 2020 - Taylor & Francis
Customer satisfaction in purchasing new products is an important issue that needs to be
addressed in today's competitive markets. A product with good affective design excites …

A proposal of the event-related potential method to effectively identify kansei words for assessing product design features in kansei engineering research

F Guo, QX Qu, M Nagamachi, VG Duffy - International Journal of Industrial …, 2020 - Elsevier
The effective acquisition of kansei words for assessing product design features plays a
decisive role in knasei engineering research, whereas previous studies rarely give a full …

A proposal for Kansei knowledge extraction method based on natural language processing technology and online product reviews

Y Jiao, QX Qu - Computers in Industry, 2019 - Elsevier
With the rapid development of the economy, product design has gradually shifted to
emotional design that focuses on satisfying users' emotional needs. Kansei engineering is …

Product innovation concept generation based on deep learning and Kansei engineering

X Li, J Su, Z Zhang, R Bai - Journal of Engineering Design, 2021 - Taylor & Francis
Industrial designers often present their initial concepts as design sketches. Rapid creation of
new product conceptual images that meet users' affective preferences remains challenging …

Comparison of multi-objective evolutionary algorithms in hybrid Kansei engineering system for product form design

MD Shieh, Y Li, CC Yang - Advanced Engineering Informatics, 2018 - Elsevier
Understanding the affective needs of customers is crucial to the success of product design.
Hybrid Kansei engineering system (HKES) is an expert system capable of generating …

Research on the design of surgical auxiliary equipment based on AHP, QFD, and PUGH decision matrix

TL Zhu, YJ Li, CJ Wu, H Yue… - … Problems in Engineering, 2022 - Wiley Online Library
To improve the efficiency of medical staff in surgical operations and meet the physiological
and psychological needs of surgeons, nurses, and patients during the operations, surgical …

Product color emotional design based on a convolutional neural network and search neural network

M Ding, Y Cheng, J Zhang, G Du - Color Research & …, 2021 - Wiley Online Library
Due to the growing trend of social manufacturing, product design has focused on meeting
the emotional needs of users. As a product attribute, color plays an important role in meeting …

Improvement of evaluation method of elderly family medical product design based on AHP

H Yue, TL Zhu, ZJ Zhou, T Zhou - Mathematical Problems in …, 2022 - Wiley Online Library
Due to the needs of an aging society, household medical products for the elderly are
becoming increasingly important in everyday life. To improve the quality and scientificity of …

Using the fuzzy weighted association rule mining approach to develop a customer satisfaction product form

X Kang, CS Porter, E Bohemia - Journal of Intelligent & Fuzzy …, 2020 - content.iospress.com
Customer satisfaction is an important indicator of user preferences for products which
directly influence customers' purchase intentions. It is also an essential Kansei factor for …