Loughborough University
Leicestershire, UK
LE11 3TU
+44 (0)1509 263171
Loughborough University

Loughborough University Institutional Repository

Please use this identifier to cite or link to this item: https://dspace.lboro.ac.uk/2134/7986

Title: Facilitating design learning through faceted classification of in-service information
Authors: Goh, Yee M.
Giess, Matt
McMahon, Chris
Keywords: Information organisation
Faceted classification
In-service records
Knowledge discovery
Issue Date: 2009
Publisher: © Elsevier
Citation: GOH, Y.M., GIESS, M. and McMAHON, C., 2009. Facilitating design learning through faceted classification of in-service information. Advanced Engineering Informatics, 23 (4), pp. 497–511.
Abstract: The maintenance and service records collected and maintained by engineering companies are a useful resource for the ongoing support of products. Such records are typically semi-structured and contain key information such as a description of the issue and the product affected. It is suggested that further value can be realised from the collection of these records for indicating recurrent and systemic issues which may not have been apparent previously. This paper presents a faceted classification approach to organise the information collection that might enhance retrieval and also facilitate learning from in-service experiences. The faceted classification may help to expedite responses to urgent in-service issues as well as to allow for patterns and trends in the records to be analysed, either automatically using suitable data mining algorithms or by manually browsing the classification tree. The paper describes the application of the approach to aerospace in-service records, where the potential for knowledge discovery is demonstrated.
Version: Accepted for publication
DOI: 10.1016/j.aei.2009.05.003
URI: https://dspace.lboro.ac.uk/2134/7986
Publisher Link: http://dx.doi.org/10.1016/j.aei.2009.05.003
ISSN: 1474-0346
Appears in Collections:Published Articles (Mechanical, Electrical and Manufacturing Engineering)

Files associated with this item:

File Description SizeFormat
Manuscript_Final_Advanced_Engineering_Informatics.pdf136.67 kBAdobe PDFView/Open


SFX Query

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