DocumentCode :
2352672
Title :
Development of Korean Concept & Instance Classification System
Author :
Bae, Young-Jun ; Ock, Cheol-Young ; Choe, Ho-Seop ; Lee, Wang-Woo ; Yoon, Haw-Mook
Author_Institution :
Dept. of Comput. Eng. & Inf. Technol., Univ. of Ulsan, Ulsan
fYear :
2008
fDate :
23-25 July 2008
Firstpage :
108
Lastpage :
113
Abstract :
The manual ontology construction can enhance accuracy of ontology construction than an automatic ontology construction. But much time and effort are needed. And it is hard to add the newly created concept, the instance and relation to the ontology one-by-one. So, the automatic construction of ontology is needed and the tools for an auto-construction and systems are needed. In this paper, we studied on the concept/instance automatic classification which is one of them. In order to classification of concept/instance, we made the concept rules and the instance rules using the patterns in terminology dictionary items. And a system was built. The precision of classification result of a concept and instance is 97.7%, 86.4%. The whole precision is 92.1%.
Keywords :
classification; dictionaries; ontologies (artificial intelligence); Korean concept; automatic classification; dictionary; instance classification system; ontology construction; Computer aided manufacturing; Dictionaries; Humans; Information systems; Information technology; Manuals; Motion pictures; Natural languages; Ontologies; Terminology; Concept; Instance; classification; ontology;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Language Processing and Web Information Technology, 2008. ALPIT '08. International Conference on
Conference_Location :
Dalian Liaoning
Print_ISBN :
978-0-7695-3273-8
Type :
conf
DOI :
10.1109/ALPIT.2008.96
Filename :
4584351
Link To Document :
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