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 …

Evolution and emerging trends of kansei engineering: A visual analysis based on citespace

S Lin, T Shen, W Guo - Ieee Access, 2021 - ieeexplore.ieee.org
Today's development focuses on the integration of affective meaning into products and
services. Kansei Engineering (KE) is a technology that establishes the relationship between …

Mining online reviews with a Kansei-integrated Kano model for innovative product design

J Jin, D Jia, K Chen - International Journal of Production Research, 2022 - Taylor & Francis
Optimising affective design based on customer needs help to earn competitive advantages.
However, affective design has been studied qualitatively and the value of online opinions …

Logistics service design for cross-border E-commerce using Kansei engineering with text-mining-based online content analysis

YH Hsiao, MC Chen, WC Liao - Telematics and Informatics, 2017 - Elsevier
With the rapid development of cross-border e-commerce, the demand for and importance of
cross-border logistics service (CBLS) also increase. A satisfactory CBLS can help promote …

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 …

Kano's model in Kansei Engineering to evaluate subjective real estate consumer preferences

C Llinares, AF Page - International Journal of Industrial Ergonomics, 2011 - Elsevier
Kansei Engineering is a product development tool used to identify users' perceptions and
find quantitative relationships between their subjective responses and design features. This …

Data-driven design: the new challenges of digitalization on product design and development

M Cantamessa, F Montagna, S Altavilla… - Design …, 2020 - cambridge.org
Digitalization and the momentous role being assumed by data are commonly viewed as
pervasive phenomena whose impact is felt in all aspects of society and the economy …

Study on product form design via Kansei engineering and virtual reality

X Liu, S Yang - Journal of Engineering Design, 2022 - Taylor & Francis
It is very important to predict the reaction of customers to future products. Sample pictures
and line sketches are commonly used for discovering consumers' demands. However, these …

AI-based methodology of integrating affective design, engineering, and marketing for defining design specifications of new products

CK Kwong, H Jiang, XG Luo - Engineering Applications of Artificial …, 2016 - Elsevier
In the early stage of product design, particularly for consumer products, affective design,
engineering, and marketing issues must be taken into considerationand they are commonly …

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 …