• 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