Formulating procurement selection criteria through case-based reasoning approach

Duc Thanh Luu, S. Thomas Ng, Swee Eng Chen

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

84 Citations (Scopus)

Abstract

An appropriate procurement system is a catalyst to the success of a construction project. In practice, the solutions and outcomes of previous procurement selection decisions could be extremely useful in supporting decision making. As a technique that captures and reuses experiential knowledge, case-based reasoning (CBR) has a high potential for modeling the procurement selection decision within a complex dynamic environment. This paper examines the suitability of CBR approaches for procurement selection. The process involved in procurement selection is examined first. A conceptual framework for case-based procurement selection is proposed. The structure of a prototype model on procurement selection criteria (PSC) formulation is presented in this paper. The model applies the CBR approach to procurement criteria selection irrespective of the variability in the characteristics of the client, project, and external environment. © ASCE.
Original languageEnglish
Pages (from-to)269-276
JournalJournal of Computing in Civil Engineering
Volume19
Issue number3
DOIs
Publication statusPublished - Jul 2005
Externally publishedYes

Bibliographical note

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Research Keywords

  • Construction industry
  • Decision support systems
  • Project management
  • Selection

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