4.7 Article

Design of a knowledge-based logistics strategy system

Journal

EXPERT SYSTEMS WITH APPLICATIONS
Volume 29, Issue 2, Pages 272-290

Publisher

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.eswa.2005.04.001

Keywords

logistics strategy; knowledge-based system; data warehouse; on-line analytical processing; case-based reasoning

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Traditionally, the formulation of logistics strategies to execute various logistics services is done by human experts. In this paper, a knowledge-based logistics strategy system (KLSS) is designed in helping them to support the logistics strategy development stage by retrieving and analyzing useful knowledge and solutions in a timely and cost effective manner. The proposed knowledge-based system, which is suitable for usage in Hong Kong/Pearl River Delta region, enhances the effectiveness in formulating logistics strategies by integrating techniques like data warehouse, on-line analytical processing, multi-dimensional database management system and case-based reasoning. Through applying KLSS in Eastern Worldwide Company (EWW), resource utilization is maximized and work efficiency is greatly reduced. (C) 2005 Elsevier Ltd. All rights reserved.

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