An ontology-based approach to knowledge management in design processes

被引:114
作者
Brandt, Sebastian C. [1 ]
Morbach, Jan
Miatidis, Michalis [1 ]
Theissen, Manfred
Jarke, Matthias [1 ,2 ]
Marquardt, Wolfgang
机构
[1] Univ Aachen, Rhein Westfal TH Aachen, Informat Informat Syst 5, D-52056 Aachen, Germany
[2] Fraunhofer FIT, D-53754 St Augustin, Germany
关键词
process data warehousing; engineering design; ontologies; information management; knowledge management; design repository;
D O I
10.1016/j.compchemeng.2007.04.013
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Engineering design processes comprise highly creative and knowledge-intensive tasks that involve extensive information exchange and communication among distributed teams. In such dynamic settings, traditional information management systems fail to provide adequate support due to their inflexible data structures and hard-wired usage procedures, as well as their restricted ability to integrate process and product information. In this paper, we advocate the idea of Process Data Warehousing as a means to provide a knowledge management and integration platform for such design processes. The key idea behind our approach is a flexible ontology-based schema with formally defined semantics that enables the capture and reuse of design experience, supported by advanced computer science methods. (c) 2007 Elsevier Ltd. All rights reserved.
引用
收藏
页码:320 / 342
页数:23
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