Title :
On technology for engineering knowledge refinement
Author :
Chen, Yuh-Min ; Chen, Yuh-Jen ; Wang, Ching-Bin
Author_Institution :
Inst. of Manuf. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan
fDate :
28 June-1 July 2004
Abstract :
This study develops an approach for engineering knowledge refinement to facilitate engineering knowledge management. This approach is basically a refinement process that includes the steps of knowledge capture, knowledge representation and storage, and knowledge compilation. This study involves the development of a semantic graph for describing product related information, design intent and know-how, a tag-based scheme for representing various types of captured product information and engineering knowledge, a case-based representation for a designed entity, and the design of a knowledge compilation model and algorithm. The objective of this study can be achieved by performing the following tasks: (i) developing engineering knowledge management framework, (ii) establishing engineering knowledge refinement process, (iii) developing levels of knowledge representation schemes, and (iv) implement engineering knowledge refinement mechanisms.
Keywords :
case-based reasoning; graph theory; knowledge management; knowledge representation; captured product information; case-based representation; designed entity; engineering design; engineering knowledge management; engineering knowledge refinement; knowledge capture; knowledge compilation algorithm; knowledge compilation model; knowledge representation; knowledge storage; product related information; semantic graph; tag-based scheme; Algorithm design and analysis; Design engineering; Design methodology; Knowledge based systems; Knowledge engineering; Knowledge management; Knowledge representation; Manufacturing; Product design; Refining;
Conference_Titel :
Information Technology: Research and Education, 2004. ITRE 2004. 2nd International Conference on
Print_ISBN :
0-7803-8625-6
DOI :
10.1109/ITRE.2004.1393669