@article{ART003397222},
author={Kim Jang-Ryeol},
title={Development Directions for an AI-Based KCTC Training System: Focusing on the Identification and Prioritization of Key Development Factors for Next-Generation MILES and AI-Based Combat Analysis Systems},
journal={Journal of Advances in Military Studies},
issn={2635-5531},
year={2026},
volume={9},
number={2},
pages={41-67}
TY - JOUR
AU - Kim Jang-Ryeol
TI - Development Directions for an AI-Based KCTC Training System: Focusing on the Identification and Prioritization of Key Development Factors for Next-Generation MILES and AI-Based Combat Analysis Systems
JO - Journal of Advances in Military Studies
PY - 2026
VL - 9
IS - 2
PB - Institute of Defense Acquisition Program
SP - 41
EP - 67
SN - 2635-5531
AB - This study identifies and prioritizes key development factors for an AI-based KCTC training system and proposes future development directions. Based on an analysis of the current KCTC system and domestic and international trends, 16 candidate factors for next-generation MILES and AI-based combat analysis systems were derived. A modified Delphi survey and Analytic Hierarchy Process (AHP) were conducted with 17 experts. The Delphi analysis identified 14 key factors, and the AHP results showed that next-generation MILES (.693) had a higher relative weight than AI-based combat analysis (.307). The five highest-ranked factors were an open and modular multi-network communication system (.198), data-driven engagement and damage assessment (.183), precise positioning and time synchronization (.117), spatiotemporal reconstruction and visualization of combat situations (.103), and integrated collection and management of multi-source and multimodal combat data (.092). These results indicate that reliable combat-data production is essential for the reliability and effective use of AI-based analysis. Accordingly, this study proposes developing next-generation MILES as a reliable combat-data production foundation and AI-based combat analysis as an intelligent analysis and feedback system through three stages: foundation building and limited validation, brigade-level integration and AI application, and advancement toward an intelligent integrated training system.
KW - KCTC(Korea Combat Training Center) Scientific Combat Training System;Next-Generation MILES;AI-Based Combat Analysis System;Delphi-AHP Analysis
DO -
UR -
ER -
Kim Jang-Ryeol. (2026). Development Directions for an AI-Based KCTC Training System: Focusing on the Identification and Prioritization of Key Development Factors for Next-Generation MILES and AI-Based Combat Analysis Systems. Journal of Advances in Military Studies, 9(2), 41-67.
Kim Jang-Ryeol. 2026, "Development Directions for an AI-Based KCTC Training System: Focusing on the Identification and Prioritization of Key Development Factors for Next-Generation MILES and AI-Based Combat Analysis Systems", Journal of Advances in Military Studies, vol.9, no.2 pp.41-67.
Kim Jang-Ryeol "Development Directions for an AI-Based KCTC Training System: Focusing on the Identification and Prioritization of Key Development Factors for Next-Generation MILES and AI-Based Combat Analysis Systems" Journal of Advances in Military Studies 9.2 pp.41-67 (2026) : 41.
Kim Jang-Ryeol. Development Directions for an AI-Based KCTC Training System: Focusing on the Identification and Prioritization of Key Development Factors for Next-Generation MILES and AI-Based Combat Analysis Systems. 2026; 9(2), 41-67.
Kim Jang-Ryeol. "Development Directions for an AI-Based KCTC Training System: Focusing on the Identification and Prioritization of Key Development Factors for Next-Generation MILES and AI-Based Combat Analysis Systems" Journal of Advances in Military Studies 9, no.2 (2026) : 41-67.
Kim Jang-Ryeol. Development Directions for an AI-Based KCTC Training System: Focusing on the Identification and Prioritization of Key Development Factors for Next-Generation MILES and AI-Based Combat Analysis Systems. Journal of Advances in Military Studies, 9(2), 41-67.
Kim Jang-Ryeol. Development Directions for an AI-Based KCTC Training System: Focusing on the Identification and Prioritization of Key Development Factors for Next-Generation MILES and AI-Based Combat Analysis Systems. Journal of Advances in Military Studies. 2026; 9(2) 41-67.
Kim Jang-Ryeol. Development Directions for an AI-Based KCTC Training System: Focusing on the Identification and Prioritization of Key Development Factors for Next-Generation MILES and AI-Based Combat Analysis Systems. 2026; 9(2), 41-67.
Kim Jang-Ryeol. "Development Directions for an AI-Based KCTC Training System: Focusing on the Identification and Prioritization of Key Development Factors for Next-Generation MILES and AI-Based Combat Analysis Systems" Journal of Advances in Military Studies 9, no.2 (2026) : 41-67.
