Paper Info
Title
On supporting weapon system information analysis with ontology model and text mining
Abstract
Issues and changes on weapon systems of a country is very critical to its adjacent countries and therefore each country needs to collect, analyze, and monitor them. Information analysis in defense domain requires very high accuracy due to the characteristics of the domain in view points of national security. However, it is impossible to manually analyze defense-related data with limited manpower because such data is huge and also updated and added frequently. In this paper, we present an implementation of a defense-domain information analysis supporting system, especially focusing on information analysis of weapon systems. It categorizes all weapon systems, extracts their specification data, descriptions, development, and status, and furthermore provides their trends based on ontology modeling and text mining.
Year
DOI
Venue
2012
10.1007/978-3-642-34624-8_34
ISMIS
Keywords
Field
DocType
defense domain,ontology model,specification data,adjacent country,defense-domain information analysis,national security,defense-related data,text mining,weapon system,weapon system information analysis,information analysis,limited manpower,high accuracy,ontology
National security,Data science,Ontology,Data mining,Weapon system,Text mining,Computer science
Conference
Citations 
PageRank 
References 
0
0.34
5
Authors
7
Name
Order
Citations
PageRank
Jung-Whoan Choi100.34
Seungwoo Lee236642.33
Dongmin Seo34910.64
Sa-Kwang Song48524.20
Hanmin Jung529355.28
Sang Hwan Lee620.90
Pyung Kim712911.64