Application of data mining techniques in customer relationship management: A literature review and classification

EWT Ngai, L **u, DCK Chau - Expert systems with applications, 2009 - Elsevier
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 …

Customer requirement management in product development: a review of research issues

J Jiao, CH Chen - Concurrent Engineering, 2006 - journals.sagepub.com
The importance of customer requirement management in product development has been
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

J **, 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 …

Extracting and summarizing affective features and responses from online product descriptions and reviews: A Kansei text mining approach

WM Wang, Z Li, ZG Tian, JW Wang… - Engineering Applications of …, 2018 - Elsevier
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 …

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 …

Affective and cognitive design for mass personalization: status and prospect

F Zhou, Y Ji, RJ Jiao - Journal of Intelligent Manufacturing, 2013 - Springer
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 …

Review on recent advances in information mining from big consumer opinion data for product design

J **, Y Liu, P Ji, CK Kwong - … of Computing and …, 2019 - asmedigitalcollection.asme.org
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 …

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 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 …

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 …