A knowledge-based supplier intelligence retrieval system for outsource manufacturing

King Lun Tommy Choy, Wing Bun Lee, Henry C.W. Lau, L. C. Choy

Research output: Journal article publicationJournal articleAcademic researchpeer-review

122 Citations (Scopus)

Abstract

Knowledge management is to promote business success through a formal, structured initiative to improve the use of knowledge in an organization, in which an effective organizational memory information system plays an increasingly important role. Unlike the past, the performance of an enterprise now depends much on the performance and relationship of its customer-suppliers in the value chain. Good customer-supplier relationships are important for an organization to respond to dynamic and unpredictable changes. This paper describes a knowledge-based supplier selection and evaluation system, which is a case-based reasoning decision support system for outsourcing operations at Honeywell Consumer Products (Hong Kong) Limited in China. As a result, collaborative suppliers are identified quickly during the new product development process. By using the system, the cumulative performance of suppliers is constantly updated automatically according to past practice. This means that the knowledge of suppliers can be retained, categorized, retrieved and managed effectively.
Original languageEnglish
Pages (from-to)1-17
Number of pages17
JournalKnowledge-Based Systems
Volume18
Issue number1
DOIs
Publication statusPublished - 1 Feb 2005

Keywords

  • Case-based reasoning
  • Categorization
  • Inductive
  • Information retrieval
  • Nearest neighbor indexing
  • Selection and performance measurement
  • Supplier intelligence

ASJC Scopus subject areas

  • Management Information Systems
  • Software
  • Information Systems and Management
  • Artificial Intelligence

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