Research on OWL-based construction, merging, mapping and evolution of ontology in aviation product domain

Author

Jing, Ma ; Qingqing, Song ; Sifeng, Liu

fYear

2007

fDate

18-20 Nov. 2007

Firstpage

855

Lastpage

859

Abstract

From the current theories of Semantic Web and Ontology, this paper aims at exploring one way to construct, merge, map and evolve ontology in aviation product domain. Driven by its application background, the domain ontology is designed and built to support the "Auto-Mining System for Aviation Products". It merged with a Loom-based "military aircraft ontology" from USA via translating the used one from Loom to OWL. Also by referring to NASA Thesaurus, a comprehensive concept hierarchy is mapped into the domain ontology. Based on these, Protege is used to visually implement a prototype for this domain ontology. Finally, evolution is completed by auto-extraction of instances from large amount of documents in this domain.

Keywords

data mining; military avionics; military computing; ontologies (artificial intelligence); semantic Web; auto-mining system; aviation product domain; loom-based military aircraft ontology; semantic Web; Intelligent networks; Intelligent systems; Logic; Merging; OWL; Ontologies; Prototypes; Resource description framework; Semantic Web; XML;

fLanguage

English

Publisher

ieee

Conference_Titel

Grey Systems and Intelligent Services, 2007. GSIS 2007. IEEE International Conference on

Conference_Location

Nanjing

Print_ISBN

978-1-4244-1294-5

Electronic_ISBN

978-1-4244-1294-5

Type

conf

DOI

10.1109/GSIS.2007.4443395

Filename

4443395