Digital Library

1. 1. Time Series Forecasting Using RAG-based News Information and Large Language Models: A Case Study on COVID-19 Data
   Dongkuk Kim, Yeonjun Choi, Beakcheol Jang, Vol. 26, No. 4, pp. 79-88, Aug. 2025
   10.7472/jksii.2025.26.4.79
   Keywords: Time Series Forecasting, Large Language Model (LLM), COVID-19, RAG, Natural language-based time series forecasting
2. 2. 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. 3. 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