Please use this identifier to cite or link to this item: http://scholarbank.nus.edu.sg/handle/10635/73209
Title: Automatic ontology construction for manufacturing knowledge and information management
Authors: Hou, X.
Liu, W.J.
Ong, S.K. 
Nee, A.Y.C. 
Keywords: Information management
Knowledge management
Ontology
Issue Date: 2010
Source: Hou, X.,Liu, W.J.,Ong, S.K.,Nee, A.Y.C. (2010). Automatic ontology construction for manufacturing knowledge and information management. KEOD 2010 - Proceedings of the International Conference on Knowledge Engineering and Ontology Development : 331-334. ScholarBank@NUS Repository.
Abstract: Domain ontology is a natural approach for representing manufacturing domain knowledge. A large amount of manufacturing domain knowledge, entities and their properties is embodied in documents. Automatic construction of ontology from these documents is therefore essential for knowledge and information management. A graph-based approach to automate ontology construction for fixture design is presented. Each document in a collection is represented by a graph. The information contained in a term is estimated from both local and global perspectives. Methods are proposed to disambiguate terms with different meanings and group similar terms to produce concepts, and find arbitrary latent relations among them.
Source Title: KEOD 2010 - Proceedings of the International Conference on Knowledge Engineering and Ontology Development
URI: http://scholarbank.nus.edu.sg/handle/10635/73209
ISBN: 9789898425294
Appears in Collections:Staff Publications

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