Title :
A knowledge acquisition model in maritime domain based on ontology
Author :
Dong Xia Zheng ; Xue Da Sun
Author_Institution :
Dept. of Comput. Sci. & Technol., Dalian Neusoft Univ. of Inf., Dalian, China
Abstract :
First, the research status of knowledge acquisition is analyzed. Second, knowledge acquisition model in maritime domain based on ontology under semantic web environment is built, specifically, how to build maritime domain ontology and how to preprocess Chinese text are researched, the method of maritime domain knowledge acquisition from heterogeneous data sources in network is also researched; at last, ontology confirmation is discussed. In this study the modeling method of knowledge acquisition is not only applicable to the maritime domain, can also be extended to other fields learn to use.
Keywords :
knowledge acquisition; marine engineering; natural language processing; ontologies (artificial intelligence); semantic Web; text analysis; Chinese text preprocessing; heterogeneous data sources; knowledge acquisition modeling; maritime domain knowledge acquisition; maritime domain ontology; ontology confirmation; semantic Web environment; Knowledge acquisition; Marine vehicles; Ontologies; Semantic Web; Semantics; Thesauri; knowledge acquisition; maritime domain; ontology;
Conference_Titel :
Security, Pattern Analysis, and Cybernetics (SPAC), 2014 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4799-5352-3
DOI :
10.1109/SPAC.2014.6982718