빅데이터를 통한 공격작전 승리요인 효과측정도구 개발 및 분석 = KCTC 훈련사례를 중심으로

다국어 초록 (Multilingual Abstract)

For the key factors determining victory of combat, many works have been focusing on qualitative analyses in the past. As military training paradigm changes along with technology developments, demands for scientific analysis to prepare future military strength increase regarding military training results, and big data analysis has opened such possibility. We analyze the data from KCTC (Korea Combat Training Center) training to investigate the factors affected victory in offensive operations. In this context, we develop a way to measure the victory and the factors related to it from existing studies and military doctrines. We first identify Independent variables that affect offensive operations through variable selection and propose a mathematical model to explain combat victory by performing multiple regression analysis. We also verify our results with battalion-level live training data as well as previous studies on victory factors in the military doctrines.

목차 (Table of Contents)

• Abstract
• 1. 서론
• 2. KCTC 데이터 분석의 의의
• 3. 공격작전 효과 측정도구 개발
• 4. 공격작전 승리 요인 분석
• 5. 결론 및 향후연구
• 참고문헌