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Automatic ontology construction approaches and its application on military intelligence

  • Mei Ying Jia*
  • , Bing Ru Yang
  • , De Quan Zheng
  • , Wei Cong Sun
  • , Li Liu
  • , Jing Yang
  • *Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

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.

Original languageEnglish
Title of host publicationProceedings - 2009 Asia-Pacific Conference on Information Processing, APCIP 2009
Pages348-351
Number of pages4
DOIs
StatePublished - 2009
Event2009 Asia-Pacific Conference on Information Processing, APCIP 2009 - Shenzhen, China
Duration: 18 Jul 200919 Jul 2009

Publication series

NameProceedings - 2009 Asia-Pacific Conference on Information Processing, APCIP 2009
Volume2

Conference

Conference2009 Asia-Pacific Conference on Information Processing, APCIP 2009
Country/TerritoryChina
CityShenzhen
Period18/07/0919/07/09

Keywords

  • Military intelligence
  • Ontology
  • Ontology application
  • Ontology construction

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