Automatic Extraction of Fuzzy Domain Ontology Concepts
James N.K. Liu, Toby H. W. Lam, Hongwei Wang, Hillman W.K. Tam · 2009
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.