Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/29185
Title: Automatic extraction of fuzzy domain ontology concepts
Authors: Liu, JNK
Lam, THW
Wang, HW
Tam, HWK
Keywords: Automatic extraction
Domain ontology
Fuzzy
Issue Date: 2009
Publisher: IEEE
Source: Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009 : FSKD '09, 14-16 August 2009, Tianjin, p. 222-226 How to cite?
Abstract: We present an Automatic Ontology Concepts Extractor (AOCE) for ontology construction. The AOCE extracts concept knowledge from the movie domain articles. Two algorithms (1) the Hundred Surname Artist extraction algorithm and (2) Custom Distance Function with the Fuzzy Genetic Expert System are adopted for the extraction process. Experimental results are promising that the system can reduce human efforts for extracting concepts and knowledge from similar articles in a specific domain. The proposed methodology demonstrates the potentials of automatic ontology construction and creation, which are the big incentive for further research.
URI: http://hdl.handle.net/10397/29185
ISBN: 978-0-7695-3735-1
DOI: 10.1109/FSKD.2009.666
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