Digital Library

1. 161. 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
2. 162. 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
3. 163. A Study on an IMS-Based Intelligent Detection System for Concealed Drugs and Explosives in Port Containers
   Dong-Hyun Kim, Sungyoon Cho, Kiwon Kwon, Vol. 26, No. 1, pp. 45-53, Feb. 2025
   10.7472/jksii.2025.26.1.45
   Keywords: ion mobility spectrometry, Container, Dangerous cargo, Drug, Bomb, Cyclone Sampler, Device intelligent detection
4. 164. 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
5. 165. A Study on the Korean Model for Smart Home Telehealth Service
   Hyo-kyung Kim, Chang-soo Kim, Vol. 25, No. 5, pp. 13-22, Oct. 2024
   10.7472/jksii.2024.25.5.13
   Keywords: Telehealth, Video Healthcare, Telemedicine, Smart Home, Chronic Disease, 5G, AI, Blockchain, Big data, Health Information, Healthcare Management, Prevention of Solitary Deaths
6. 166. Performance Measurement for Selecting EVM-based Blockchain in the Financial Industry
   Sang Il Mo, Jae Jun Lee, Byung Wan Suh, Vol. 25, No. 5, pp. 107-119, Oct. 2024
   10.7472/jksii.2024.25.5.107
   Keywords: Blockchain, Ethereum Virtual Machine, Performance Evaluation, Smart Contract, Financial Platform
7. 167. The Evolutionary Trends and Influential Factors Analysis of Agricultural Trade between South Korea and RCEP Member Countries
   Qianli Wu, Jinyan Tian, Haiyan Yu, Ziyang Liu, Vol. 25, No. 4, pp. 73-86, Aug. 2024
   10.7472/jksii.2024.25.4.73
   Keywords: RCEP, Agricultural Trade, Evolutionary Trends, Social Network Analysis, Extended Gravity Model
8. 168. A Study on Success Strategies for Generative AI Services in Mobile Environments: Analyzing User Experience Using LDA Topic Modeling Approach
   Soyon Kim, Ji Yeon Cho, Sang-Yeol Park, Bong Gyou Lee, Vol. 25, No. 4, pp. 109-119, Aug. 2024
   10.7472/jksii.2024.25.4.109
   Keywords: Generative AI Chatbot Service, On-Device AI, IS success model, User eXperience, LDA Topic Modeling
9. 169. Fine-tuning BERT-based NLP Models for Sentiment Analysis of Korean Reviews: Optimizing the sequence length
   Sunga Hwang, Seyeon Park, Beakcheol Jang, Vol. 25, No. 4, pp. 47-56, Aug. 2024
   10.7472/jksii.2024.25.4.47
   Keywords: BERT, hyperparameter fine-tuning, input sequence length, topic modeling, sentiment analysis, Korean review analysis
10. 170. Extracting the hierarchical learning elements for the ‘Algorithms and Programming’ Area of the 2022 Revised Secondary Informatics Curriculum
    JaMee Kim, Vol. 25, No. 2, pp. 123-132, Apr. 2024
    10.7472/jksii.2024.25.2.123
    Keywords: 2022 Revised Secondary Curriculum, Informatics, Algorithms and Programming, Learning Elements