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Authors: X. Hou 1 ; W. J. Liu 1 ; S. K. Ong 2 and A. Y. C. Nee 2

Affiliations: 1 School of Mechatronics Engineering and Harbin Institute of Technology, China ; 2 National University of Singapore, Singapore

Keyword(s): Knowledge management, information management, ontology

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Data Engineering ; Domain Analysis and Modeling ; Enterprise Information Systems ; Information Systems Analysis and Specification ; Knowledge Acquisition ; Knowledge Engineering and Ontology Development ; Knowledge-Based Systems ; Ontologies and the Semantic Web ; Ontology Engineering ; Ontology Matching and Alignment ; Symbolic Systems

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.

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Paper citation in several formats:
Hou, X. ; Liu, W. ; Ong, S. and Nee, A. (2010). AUTOMATIC ONTOLOGY CONSTRUCTION FOR MANUFACTURING KNOWLEDGE AND INFORMATION MANAGEMENT. In Proceedings of the International Conference on Knowledge Engineering and Ontology Development (IC3K 2010) - KEOD; ISBN 978-989-8425-29-4; ISSN 2184-3228, SciTePress, pages 331-334. DOI: 10.5220/0003053903310334

@conference{keod10,
author={X. Hou and W. J. Liu and S. K. Ong and A. Y. C. Nee},
title={AUTOMATIC ONTOLOGY CONSTRUCTION FOR MANUFACTURING KNOWLEDGE AND INFORMATION MANAGEMENT},
booktitle={Proceedings of the International Conference on Knowledge Engineering and Ontology Development (IC3K 2010) - KEOD},
year={2010},
pages={331-334},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003053903310334},
isbn={978-989-8425-29-4},
issn={2184-3228},
}

TY - CONF

JO - Proceedings of the International Conference on Knowledge Engineering and Ontology Development (IC3K 2010) - KEOD
TI - AUTOMATIC ONTOLOGY CONSTRUCTION FOR MANUFACTURING KNOWLEDGE AND INFORMATION MANAGEMENT
SN - 978-989-8425-29-4
IS - 2184-3228
AU - Hou, X.
AU - Liu, W.
AU - Ong, S.
AU - Nee, A.
PY - 2010
SP - 331
EP - 334
DO - 10.5220/0003053903310334
PB - SciTePress

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