A strategy for acquiring customer requirement patterns using laddering technique and ART2 neural network

@article{Chen2002ASF,
  title={A strategy for acquiring customer requirement patterns using laddering technique and ART2 neural network},
  author={Chun-Hsien Chen and Li Pheng Khoo and Wei Yan},
  journal={Adv. Eng. Informatics},
  year={2002},
  volume={16},
  pages={229-240}
}
With the increasing interest and emphasis on customer demands in new product development, customer requirements elicitation (CRE) and evaluation have secured a crucial position in the early stage of product conceptualization. As such, it is highly desired to have a systematic strategy for soliciting customer requirements effectively, and subsequently, analyzing customer orientations quantitatively. For this purpose, a customer-oriented approach has accordingly been proposed and investigated in… Expand
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References

SHOWING 1-10 OF 71 REFERENCES
An investigation on a prototype customer-oriented information system for product concept development
TLDR
A customer-oriented information system (COIS) was investigated and employed to establish a closer link between product re-innovation and customer involvement in the context of product concept development to improve design efficiency through managing multilevel product information, and reducing time and cost. Expand
An integrated approach to the elicitation of customer requirements for engineering design using picture sorts and fuzzy evaluation
TLDR
An integrated approach is described, which is based on repeated single-criterion sorts and fuzzy evaluation, for the elicitation of customer requirements, and is validated using a case study on the design of a wooden golf-club head. Expand
A Radial Basis Function Neural Network Multicultural Factors Evaluation Engine For Product Concept Development
TLDR
This work aims at realizing a prototype system that combines the strengths of the laddering technique and the radial basis function neural network for customer requirements acquisition and multicultural factor evaluation in customer requirements. Expand
Through the customers' eyes : improving your company's results with the CORe method
This book addresses all internal business issues affecting profits and ROI from a customer focus. It should help companies devise an action plan using the CORe (Customer Orientation for Results)Expand
Positioning analysis with self-organizing maps: An exploratory study on luxury hotels
TLDR
Self-organizing maps (SOMs) are a variant of neural network models capable of detecting symptomatic brand positions and may be attractive for exploratory purposes for positioning analysis. Expand
Best Practices in Customer Service
"Why should my employees and I care about delivering great service? How can I learn more about customer needs and desires? How do other companies deliver superior service? How do I build long-termExpand
Marketing for management.
  • K. Seltman
  • Business, Medicine
  • Marketing health services
  • 2004
TLDR
The continuing convergence of the digital marketing and sales funnels has created a strategic continuum from digital lead generation to digital sales, which identifies the current composition of this digital continuum while providing opportunities to evaluate sales and marketing digital strategies. Expand
The uses of ‘contrived’ knowledge elicitation techniques
: Despite a reappraisal of the view that knowledge acquisition (KA) forms a major bottleneck in the development of knowledge-based systems, there is still room for considerable improvement both inExpand
Marketing Management: Analysis, Planning, Implementation and Control
I. UNDERSTANDING MARKETING MANAGEMENT. 1. Understanding the Critical Role of Marketing in Organizations and Society. 2. Building Customer Satisfaction Through Quality, Service, and Value. 3. LayingExpand
Supplier relationships: Emerging issues and challenges
Abstract There is evidence that relationships are very important in effective marketing strategies. This article focuses on the relationship that firms need to develop with their suppliers. WeExpand
...
1
2
3
4
5
...