Digital Library

1. 121. 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
2. 122. Common Model Federated Training-Inference Method for Accelerating Real-Virtual Synchronization of Digital Twins
   Younghwan Jeong, Taemin Hwang, Won-gi Choi, Jinyoung Lee, Seolyoung Park, Sangshin Lee, Vol. 26, No. 3, pp. 83-97, Jun. 2025
   10.7472/jksii.2025.26.3.83
   Keywords: Digital Twin, Federated learning, similarity search, object tracking, system optimization
3. 123. 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
4. 124. 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
5. 125. The Digital Transformation of Retail Experience: Impact of Augmented Reality Technology on Consumer Purchase Intent
   Shao Jiawei, Liu ziyang, Vol. 26, No. 1, pp. 79-91, Feb. 2025
   10.7472/jksii.2025.26.1.79
   Keywords: Augmented Reality, Flow Experience, Purchase Intentions, perceived risk, Technology Acceptance Model, S-O-R Model
6. 126. A YOLO based CPTED environmental factor detection model
   Tsagaantsooj Batzaya, Eun-bi Cho, Jeong-hyeon Chang, Kwanghoon Pio Kim, Vol. 26, No. 1, pp. 9-17, Feb. 2025
   10.7472/jksii.2025.26.1.9
   Keywords: CPTED, YOLO, GSV, Natural surveillance, Physical environment, Crime Prevention
7. 127. Federated learning-based client training acceleration method for personalized digital twins
   YoungHwan Jeong, Won-gi Choi, Hyoseon Kye, JeeHyeong Kim, Min-hwan Song, Sang-shin Lee, Vol. 25, No. 4, pp. 23-37, Aug. 2024
   10.7472/jksii.2024.25.4.23
   Keywords: Digital Twin, Federated learning, Vector database, training optimization, Privacy, similarity search
8. 128. PredFeed Net: GRU-based feed ration prediction model for automation of feed rationing
   Kyu-jeong Sim, Su-rak Son, Yi-na Jeong, Vol. 25, No. 2, pp. 49-55, Apr. 2024
   10.7472/jksii.2024.25.2.49
   Keywords: Gated Recurrent Unit, PredFeed Net, Fish Farm
9. 129. Effective Adversarial Training by Adaptive Selection of Loss Function in Federated Learning
   Suchul Lee, Vol. 25, No. 2, pp. 1-9, Apr. 2024
   10.7472/jksii.2024.25.2.1
   Keywords: Federated learning, adversarial attacks, adversarial training, trade-off relationship
10. 130. Proposal for the Hourglass-based Public Adoption-LinkedNational R&D Project Performance Evaluation Framework
    SeungHa Lee, Daehwan Kim, Kwang Sik Jeong, Keon Chul Park, Vol. 24, No. 6, pp. 31-39, Dec. 2023
    10.7472/jksii.2023.24.6.31
    Keywords: Integrated National R&D Program, National R&D Program Performance Evaluation, Hourglass Model, Performance Evaluation Indicator