Digital Library

1. 151. Control-Path Driven Process-Group Discovery Framework and its Experimental Validation for Process Mining and Reengineering
   Thanh Hai Nguyen, Kwanghoon Pio Kim, Vol. 24, No. 5, pp. 51-66, Oct. 2023
   10.7472/jksii.2023.24.5.51
   Keywords: Business Process Models, information control nets, Distributed Process Management Systems, Process Intelligence, Process Control-Path Knowledge Discovery, Process Mining, Process Reengineering
2. 152. SPA ViewModel Transformation for RESTful API
   Dong-il Cho, Vol. 24, No. 1, pp. 9-15, Feb. 2023
   10.7472/jksii.2023.24.1.9
   Keywords: RESTful APIs, Single-Page Application, ViewModel, Model Mapping
3. 153. A Method for Region-Specific Anomaly Detection on Patch-wise Segmented PA Chest Radiograph
   Hyun-bin Kim, Jun-Chul Chun, Vol. 24, No. 1, pp. 49-59, Feb. 2023
   10.7472/jksii.2023.24.1.49
   Keywords: Anomaly Detection, Chest Radiograph, computer vision, Semi-supervised learning, Image Feature Modeling
4. 154. TGC-based Fish Growth Estimation Model using Gaussian Process Regression Approach
   Juhyoung Sung, Sungyoon Cho, Da-Eun Jung, Jongwon Kim, Jeonghwan Park, Kiwon Kwon, Young Myoung Ko, Vol. 24, No. 1, pp. 61-69, Feb. 2023
   10.7472/jksii.2023.24.1.61
   Keywords: Gaussian process, thermal growth coefficient, growth prediction model, growth data, Water Temperature
5. 155. 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
6. 156. 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
7. 157. 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
8. 158. 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
9. 159. 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
10. 160. 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