ICCK

超 陈

Laboratory for Big Data and Decision, College of Systems Engineering, National University of Defense Technology, Changsha, Hunan, China

Section 01

Academic Profile

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Section 02

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Section 03

ICCK Publications

Free Access | Research Article | 21 September 2026
DECIS: An LLM-Based Value Assessment Framework for Targets
ICCK Transactions on Intelligent Systematics | Volume 3, Issue 3: 162-171, 2026 | DOI: 10.62762/TIS.2026.310611
Abstract
Target value assessment is a critical component of operational decision-making; however, existing methodologies suffer from the rigidity of static models in dynamic battlefield environments and the scarcity of specialized domain-specific data. To address these problems, we propose DECIS, a framework for adaptive decision support based on Retrieval-Augmented Generation (RAG). DECIS operates through a cohesive three-stage architecture centered on two core functions: first, RAG is employed to intelligently match optimal assessment strategies to dynamic contexts, thereby mitigating the challenge of limited military corpora; second, the Large Language Model (LLM) component autonomously generates... More >

Graphical Abstract
DECIS: An LLM-Based Value Assessment Framework for Targets