Automatic Ontology Construction Approaches and Its Application on Military Intelligence

Author

Jia, Mei-ying ; Yang, Bing-ru ; Zheng, De-quan ; Sun, Wei-cong ; Liu, Li ; Yang, Jing

Author_Institution

Sch. of Inf. Eng., Univ. of Sci. & Technol. Beijing, Beijing, China

Volume

2

fYear

2009

fDate

18-19 July 2009

Firstpage

348

Lastpage

351

Abstract

Ontology is a method of expressing knowledge. Now the research on the automatic ontology construction has become very popular. In this paper, we introduce the principles of ontology construction, as well as the several methods of automatic construction and particularly analyze their characteristics. Finally, the ontology in military intelligence is constructed automatically by using the existing resources, thesaurus and database. The thesaurus provides classes information for the ontology, while the database provides the instances. The test result shows the accuracy of the semantic relations in the ontology is 86.23%, and the ontology includes the complete information on the instances.

Keywords

database management systems; military computing; ontologies (artificial intelligence); thesauri; automatic ontology construction; database; knowledge; military intelligence; semantic relations; thesaurus; Deductive databases; Information processing; Knowledge engineering; Laboratories; Natural language processing; Ontologies; Speech processing; Sun; Testing; Thesauri; military intelligence; ontology; ontology application; ontology construction;

fLanguage

English

Publisher

ieee

Conference_Titel

Information Processing, 2009. APCIP 2009. Asia-Pacific Conference on

Conference_Location

Shenzhen

Print_ISBN

978-0-7695-3699-6

Type

conf

DOI

10.1109/APCIP.2009.222

Filename

5197208