Application of data mining techniques in customer relationship management: A literature review and classification
Despite the importance of data mining techniques to customer relationship management
(CRM), there is a lack of a comprehensive literature review and a classification scheme for it …
(CRM), there is a lack of a comprehensive literature review and a classification scheme for it …
Customer requirement management in product development: a review of research issues
The importance of customer requirement management in product development has been
well-recognized in both academia and industry alike. This article provides a comprehensive …
well-recognized in both academia and industry alike. This article provides a comprehensive …
Mining online reviews with a Kansei-integrated Kano model for innovative product design
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 …
However, affective design has been studied qualitatively and the value of online opinions …
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 …
Requirement management for product-service systems: Status review and future trends
W Song - Computers in Industry, 2017 - Elsevier
Many manufacturers today are striving to offer high value-added product-service systems
(PSS) to their customers. Since the success of the PSS largely depends on the …
(PSS) to their customers. Since the success of the PSS largely depends on the …
Affective and cognitive design for mass personalization: status and prospect
The prevailing practice of design for mass customization manifests itself through a configure-
to-order paradigm, which means to satisfy explicit customer needs (CNs) and built upon …
to-order paradigm, which means to satisfy explicit customer needs (CNs) and built upon …
Review on recent advances in information mining from big consumer opinion data for product design
In this paper, based on more than ten years' studies on this dedicated research thrust, a
comprehensive review concerning information mining from big consumer opinion data in …
comprehensive review concerning information mining from big consumer opinion data in …
A proposal of the event-related potential method to effectively identify kansei words for assessing product design features in kansei engineering research
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 …
decisive role in knasei engineering research, whereas previous studies rarely give a full …
A novel approach of integrating natural language processing techniques with fuzzy TOPSIS for product evaluation
T Wang - Symmetry, 2022 - mdpi.com
Product designers need to fully understand consumers' emotional preferences and
responses for product forms to improve products. However, users and designers have …
responses for product forms to improve products. However, users and designers have …
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 …
new product conceptual images that meet users' affective preferences remains challenging …