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|Title:||A Framework of Information and Knowledge Management for Product Design and Development - A Text Mining Approach||Authors:||Liu, Y.
Feng Lu, W.
Tong Loh, H.
|Issue Date:||2006||Citation:||Liu, Y., Feng Lu, W., Tong Loh, H. (2006). A Framework of Information and Knowledge Management for Product Design and Development - A Text Mining Approach. Information Control Problems in Manufacturing 2006 : 635-640. ScholarBank@NUS Repository. https://doi.org/10.1016/B978-008044654-7/50238-7||Abstract:||Often ranked at the top of the core competencies by manufacturing firms, product design & development (PDD) is indeed a series of knowledge intensive activities. It demands timely information and diverse support from various knowledge sources to help the company remain competitive. Therefore, the integration of present information and existing knowledge, either internally owned or externally located, has become increasingly important. This chapter proposes a framework to serve PDD personnel for better information and knowledge management purpose based on text mining (TM) methodology. Several key initiatives undertaken are explained and the encouraging results achieved in an attempt to integrate manufacturing domain knowledge in conventional TM tasks are demonstrated. Blueprints of other core tasks and key initiatives are described with an emphasis on how the concept-based approach can be further applied. © 2006 Copyright © 2006 Elsevier Ltd. All rights reserved.||Source Title:||Information Control Problems in Manufacturing 2006||URI:||http://scholarbank.nus.edu.sg/handle/10635/67820||ISBN:||9780080446547||DOI:||10.1016/B978-008044654-7/50238-7|
|Appears in Collections:||Staff Publications|
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