Extracting and summarizing affective features and responses from online product descriptions and reviews: A Kansei text mining approach
Today's product design takes into account the affective aspects of products, such as
aesthetics and comfort, as much as reliability and physical quality. Manufacturers need to …
aesthetics and comfort, as much as reliability and physical quality. Manufacturers need to …
Multiple affective attribute classification of online customer product reviews: A heuristic deep learning method for supporting Kansei engineering
Kansei engineering is a product design methodology that takes into account the affective
needs of customers and translates them into product parameters. Traditionally, it uses …
needs of customers and translates them into product parameters. Traditionally, it uses …
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 …
engineering, and marketing issues must be taken into considerationand they are commonly …
[HTML][HTML] Modeling customer satisfaction with new product design using a flexible fuzzy regression-data envelopment analysis algorithm
S Nazari-Shirkouhi, A Keramati - Applied Mathematical Modelling, 2017 - Elsevier
The success of new products depends greatly on customer satisfaction and meeting the
customer needs is vital for new product development. By incorporating customer needs in …
customer needs is vital for new product development. By incorporating customer needs in …
A multi-objective PSO approach of mining association rules for affective design based on online customer reviews
Affective design is an important aspect of new product development that can enhance
customer satisfaction of new products. Previous studies generally conducted customer …
customer satisfaction of new products. Previous studies generally conducted customer …
Kansei evaluation based on prioritized multi-attribute fuzzy target-oriented decision analysis
HB Yan, VN Huynh, T Murai, Y Nakamori - Information Sciences, 2008 - Elsevier
This paper deals with Kansei evaluation focusing on consumers' psychological needs and
personal taste. To do so, a preparatory study is conducted beforehand to obtain Kansei data …
personal taste. To do so, a preparatory study is conducted beforehand to obtain Kansei data …
Determination of optimal product styles by ordinal logistic regression versus conjoint analysis for kitchen faucets
In this study, a two-stage integrated approach is proposed and implemented to explore user
perceptions about kitchen faucet styles and to find optimal levels of design parameters …
perceptions about kitchen faucet styles and to find optimal levels of design parameters …
A methodology of integrating affective design with defining engineering specifications for product design
Affective design and the determination of engineering specifications are commonly
conducted separately in early product design stage. Generally, designers and engineers are …
conducted separately in early product design stage. Generally, designers and engineers are …
Dynamic mapping of design elements and affective responses: a machine learning based method for affective design
Affective design has received more and more attention. Kansei engineering is widely used
to transform consumers' affective needs into product design. Yet many previous studies used …
to transform consumers' affective needs into product design. Yet many previous studies used …
Mining of affective responses and affective intentions of products from unstructured text
The current product design not only takes into account the function and reliability, but also
concerns about the affective aspects in order to meet the consumers' emotional needs …
concerns about the affective aspects in order to meet the consumers' emotional needs …