Digital Library

1. 91. Reconstructing and Predicting Historical War Decisions Using ProfileAgent Reflecting Human Irrationality: A Case Study of the Korean War
   Kwan-sun Hong, Jeong-ho Eom, Vol. 26, No. 3, pp. 145-152, Jun. 2025
   10.7472/jksii.2025.26.3.145
   Keywords: LLM, ProfieAgent, Korean War, Decision-Make
2. 92. Research on the Security Intelligence & Regulation Enforcement Network(SIREN) Model with RAG
   JaeHwan Kwon, JuHo Bai, Gwang-Yong Gim, Vol. 26, No. 3, pp. 135-144, Jun. 2025
   10.7472/jksii.2025.26.3.135
   Keywords: Retrieval Augmented Generation(RAG), Large Language Model(LLM) Agent, Security Guide, Security Intelligence
3. 93. Cybersecurity Job Market Analysis Using Online Recruitment Information
   Da-in Choi, Moohong Min, Vol. 26, No. 3, pp. 99-109, Jun. 2025
   10.7472/jksii.2025.26.3.99
   Keywords: cybersecurity, Cybersecurity Workforce, Job Analysis, Unsupervised learning, topic modeling
4. 94. The Impact of TikTok's ‘For You' Recommendation System on the Attitudes and Continuous Usage Intentions of Elderly Users
   Hanyu Song, Seunghye Sohn, Vol. 26, No. 2, pp. 97-108, Apr. 2025
   10.7472/jksii.2025.26.2.97
   Keywords: Technology Acceptance Model (TAM), 'For You' recommendation, TikTok, Personalized Recommendation, continuous usage intention
5. 95. Research on Infectious Disease AI Agent Using Large Language Models : Focusing on Domestic Infectious Disease Data
   Seyeon Jeong, Beakcheol Jang, Vol. 26, No. 2, pp. 73-84, Apr. 2025
   10.7472/jksii.2025.26.2.73
   Keywords: Agent, Large Language Model, infectious disease, Retrieval Augmented Generation
6. 96. Classification Model Development and Critical Factors Analysis of VPN and Non-VPN Traffic
   Namgeon Kim, Seo-Hyeon Kim, Sanghoon Jeon, Vol. 26, No. 2, pp. 1-10, Apr. 2025
   10.7472/jksii.2025.26.2.1
   Keywords: VPN, NoN-VPN, Network Traffic Classification, Machine Learning Models, Feature Importance Analysis
7. 97. Recent Trends on Generative AI in National Defense
   Simun Yuk, Youngho Cho, Vol. 26, No. 1, pp. 203-209, Feb. 2025
   10.7472/jksii.2025.26.1.203
   Keywords: Generative AI in National defense, Generative Defense AI, LLM, sLLM, ChatGPT
8. 98. Study on the Integration Method of Defense Command and Control Data based on Layered Ontologies and Knowledge Graphs
   Kunyoung Kim, Donggyu Kim, Hwiseung Son, Mye Sohn, Vol. 26, No. 1, pp. 193-202, Feb. 2025
   10.7472/jksii.2025.26.1.193
   Keywords: Command and control, AI model, Integrated DB, Ontology, Knowledge Graph
9. 99. Small Language Model and RAG-Based Military Maintenance Manual Curation System
   Ye-rin Nam, Han-seon Choi, Jong-Geun Choi, Hyuk-Jin Kwon, Young-hoon Lee, Vol. 26, No. 1, pp. 181-192, Feb. 2025
   10.7472/jksii.2025.26.1.181
   Keywords: SLM(small Language Model), On-Device, RAG, Continual Pre-training, LoRa, PLM, Domain Specific
10. 100. A Process Event-Trace-Log Pattern-Clustering and Preprocessing Framework
    Kwanghoon Pio Kim, Vol. 26, No. 1, pp. 65-77, Feb. 2025
    10.7472/jksii.2025.26.1.65
    Keywords: Business Process Models, information control nets, Process Management Systems, Process Intelligence, Process Event-Trace-Log Dataset, Process Log-Dataset Preprocessing, Process Mining, Process Pattern-Clustering Approaches