의사결정나무를 활용한 방산육성지원 수혜기업 결정요인 분석
An Analysis of the Determinants of Government-Funded Defense Companies using a Decision Tree
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초록

This study attempted to analyze the factors that influence the participation of beneficiary companies in the government’s defense industry promotion support project. To this end, experimental data were analyzed by constructing a prediction model consisting of highly important variables in beneficiary company decisions among various company information using the decision tree model, one of the data mining techniques. In addition, various rules were derived to determine the beneficiary companies of the government’s support project using the analysis results expressed as decision trees. Three policy measures were presented based on the important rules that repeatedly appear in different predictive models to increase the effect of the government’s industrial development. Using the analysis methods presented in this study and the determinants of the beneficiary companies of the government support project will help create a sustainable future defense industry growth environment.

키워드

Defense Industry(방위산업)Government Support Project(정부지원사업)Component Localization(부품국산화)Remodeling and development for export(수출용 개조개발)Decision Tree(의사결정나무)
제목
의사결정나무를 활용한 방산육성지원 수혜기업 결정요인 분석
제목 (타언어)
An Analysis of the Determinants of Government-Funded Defense Companies using a Decision Tree
저자
전고운백슬아전정환유동희
발행일
2024-02
저널명
한국군사과학기술학회지
27
1
페이지
80 ~ 93