Digital Library

1. 581. Development and Testing of a Web Platform for Heterogeneous Cluster-Based HPC Simulation
   Ye-jin Kwon, Young-bom Park, Jeong-cheol Lee, Vol. 26, No. 2, pp. 11-21, Apr. 2025
   10.7472/jksii.2025.26.2.11
   Keywords: HPC Simulation, Heterogeneous Cluster, Slurm, Kubernetes, Container Image, EDISON Platform
2. 582. 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
3. 583. Analysis of the Security Requirements of the Chatbot Service Implementation Model
   Kyu-min Cho, Jae-il Lee, Dong-kyoo Shin, Vol. 25, No. 1, pp. 167-176, Feb. 2024
   10.7472/jksii.2024.25.1.167
   Keywords: Chatbot, AI Security, Artificial intelligence, Security Requirements, implementation model, security threat analysis, security evaluation criteria
4. 584. Stream-based API composition for stable API Gateway
   Dong-il Cho, Vol. 25, No. 1, pp. 1-8, Feb. 2024
   10.7472/jksii.2024.25.1.1
   Keywords: API composition, API Gateway, Microservice Architecture
5. 585. Design and Implementation on Cloud-based System for O2O Disinfection Services
   Ye-jin Jang, Jong-ho Paik, Vol. 25, No. 1, pp. 39-48, Feb. 2024
   10.7472/jksii.2024.25.1.39
   Keywords: O2O, Service System for Disinfection, MVC pattern, Cloud
6. 586. Design of a Recommendation System for Improving Deep Neural Network Performance
   Juhyoung Sung, Kiwon Kwon, Byoungchul Song, Vol. 25, No. 1, pp. 49-56, Feb. 2024
   10.7472/jksii.2024.25.1.49
   Keywords: Collaborative Filtering, deep neural network, matrix factorization, Recommendation System, Singular Value Decomposition
7. 587. Optimizing Language Models through Dataset-Specific Post-Training: A Focus on Financial Sentiment Analysis
   Hui Do Jung, Jae Heon Kim, Beakcheol Jang, Vol. 25, No. 1, pp. 57-67, Feb. 2024
   10.7472/jksii.2024.25.1.57
   Keywords: BERT, FinBERT, Financial Sentiment Analysis, post-training, Pre-training Dataset
8. 588. Unsupervised Learning-Based Threat Detection System Using Radio Frequency Signal Characteristic Data
   Dae-kyeong Park, Woo-jin Lee, Byeong-jin Kim, Jae-yeon Lee, Vol. 25, No. 1, pp. 147-155, Feb. 2024
   10.7472/jksii.2024.25.1.147
   Keywords: Unmanned Aerial Vehicle, Radio Frequency, Signal Characteristic, Threat Detection, Unsupervised learning, Drone
9. 589. A study on the design of an efficient hardware and software mixed-mode image processing system for detecting patient movement
   Seungmin Jung, Euisung Jung, Myeonghwan Kim, Vol. 25, No. 1, pp. 29-37, Feb. 2024
   10.7472/jksii.2024.25.1.29
   Keywords: Mixed mode design, motion detection, Real-time tracking, RTL(Register Transfer Level), Logic synthesis
10. 590. DiabetesNet: Lightweight and Efficient AI-based Solution for Real-World Diabetic Foot Classification
    Jeong-Eun Moon, Yong-Jin Cho, Se-Yeol Rhyou, Sang-Hoon Hong, Vol. 26, No. 2, pp. 167-178, Apr. 2025
    10.7472/jksii.2025.26.2.167
    Keywords: Diabetic Foot Classification, AI-Powered Healthcare, Object Detection, Convolutional Neural Network (CNN), explainable artificial intelligence (XAI)