DocumentCode
458742
Title
Soliciting Customer Requirements for Product Conceptualization Based on Laddering Technique and ART2 Neural Network
Author
Yan, Wei ; Chang, Daofang ; Huang, Youfang ; Mi, Weijian ; Zhao, Ning
Author_Institution
Sch. of Logistics Eng., Shanghai Maritime Univ.
Volume
1
fYear
2006
fDate
9-11 Nov. 2006
Firstpage
191
Lastpage
196
Abstract
With the increasing emphasis on customer demands by organizations, customer requirements management has secured a crucial position during the early stage of product conceptualization. However, it is still of scarcity to have a systematic strategy for soliciting customer requirements effectively. For this purpose, a customer-oriented approach has accordingly been proposed in this study. This prototype system is composed of two interrelated components, namely, the customer requirements elicitation (CRE) and customer/marketing analysis (CMA) modules. In the context of the prototype system, the laddering technique has been employed to enable the customer requirements elicitation via the so-called customer attributes hierarchy (CAH). In addition, the adaptive resonance theory (particularly ART2) neural network has also been applied as a toolkit for further customer and marketing analysis. A case study on mobile hand phone design is used as an example to validate and illustrate the prototype system
Keywords
ART neural nets; customer satisfaction; product design; product development; ART2 neural network; customer attributes hierarchy; customer demands; customer requirements elicitation; customer-marketing analysis; laddering technique; mobile hand phone design; product conceptualization; Customer relationship management; Engineering management; Logistics; Neural networks; Process design; Product customization; Product design; Product development; Prototypes; Resonance;
fLanguage
English
Publisher
ieee
Conference_Titel
Hybrid Information Technology, 2006. ICHIT '06. International Conference on
Conference_Location
Cheju Island
Print_ISBN
0-7695-2674-8
Type
conf
DOI
10.1109/ICHIT.2006.253486
Filename
4021089
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