Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/60423
Title: A hierarchical text classification system for manufacturing knowledge management and retrieval
Authors: Liu, Y
Loh, HT
Youcef-Toumi, K
Tor, SB
Keywords: Hierarchical text classification
Text mining
Knowledge management
Information retrieval
Manufacturing knowledge
Knowledge taxonomy
Document retrieval
Rlectronic documents
Issue Date: 2008
Publisher: InterScience
Source: International journal of knowledge management studies, 2008, v. 2, no. 4, p. 406-425 How to cite?
Journal: International journal of knowledge management studies 
Abstract: Intensive global competition is pushing manufacturing companies ever harder in their strife for constant profit. As the world evolves into a knowledge based economy, manufacturing companies are increasingly concerned about the acquisition, management and utilisation of advanced R&D information and knowledge from both internal organisations and external resources, like e-journals and digital libraries. This paper describes our recent research on a Knowledge Management and Retrieval system based on Hierarchical Text Classification scheme. This system organises the large volume of manufacturing related electronic documents according to the manufacturing knowledge taxonomy, then classifies and further routes the searching queries based on manufacturing concepts to the corresponding categories for documents retrieval. In this way, better performance of information retrieval is achieved as searching is directed under the guidance of the manufacturing knowledge.
URI: http://hdl.handle.net/10397/60423
ISSN: 1743-8268 (print)
1743-8276 (online)
DOI: 10.1504/IJKMS.2008.019749
Appears in Collections:Journal/Magazine Article

Access
View full-text via PolyU eLinks SFX Query
Show full item record

SCOPUSTM   
Citations

4
Last Week
0
Last month
Citations as of Nov 16, 2017

Page view(s)

23
Last Week
2
Last month
Checked on Nov 19, 2017

Google ScholarTM

Check

Altmetric



Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.