Digital Library

1. 231. 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
2. 232. Research on Network Packet Analysis and Unknown Intrusion Detection Method based on LSTM-Autoencoder
   Hyoseong Park, Dongkyoo Shin, Dongil Shin, Vol. 26, No. 1, pp. 149-155, Feb. 2025
   10.7472/jksii.2025.26.1.149
   Keywords: LSTM, Autoencoder, Network intrusion detection, CIC-IDS2018
3. 233. Analysis of Hallyu research trends based on topic modeling
   Miyoung Kim, Sunju Park, Vol. 25, No. 6, pp. 49-59, Dec. 2024
   10.7472/jksii.2024.25.6.49
   Keywords: Hallyu(Korea wave), Text Mining, topic modeling, Network analysis, Quantitative Analysis
4. 234. Analyzing Research Themes and Trends in Living Lab Studies: An Exploratory Approach Using LDA Topic Modeling and Semantic Network Analysis
   Ki-youn Kim, Vol. 25, No. 5, pp. 171-182, Oct. 2024
   10.7472/jksii.2024.25.5.171
   Keywords: Living Lab, Research Trends, LDA Topic Modeling, Semantic Network Analysis, Text Mining, Unstructured Data
5. 235. A Guide to Network Simulation Using the INET Framework for OMNeT++
   Sooyeon Park, Moonseong Kim, Vol. 25, No. 5, pp. 23-29, Oct. 2024
   10.7472/jksii.2024.25.5.23
   Keywords: OMNet++ (Objective Modular Network Testbed in C++), INET Framework, Simulation
6. 236. 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
7. 237. A Basic Guide to Network Simulation Using OMNeT++
   Sooyeon Park, Vol. 25, No. 4, pp. 1-6, Aug. 2024
   10.7472/jksii.2024.25.4.1
   Keywords: OMNet++ (Objective Modular Network Testbed in C++), NED (Network Description) Language, INET, Simulation
8. 238. A Conceptual Architecture and its Experimental Validation of CCTV-Video Object Activitization for Tangible Assets of Experts’ Visual Knowledge in Smart Factories
   Eun-Bi Cho, Dinh-Lam Pham, Kyung-Hee Sun, Kwanghoon Pio Kim, Vol. 25, No. 2, pp. 101-111, Apr. 2024
   10.7472/jksii.2024.25.2.101
   Keywords: Smart Factory, Working Knowledge, Tangible Asseits of Experts’ Knowledge, Deep-Learning Neural Network Moddls and Frameworks, CCTV-Video Object-Contexualization
9. 239. 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
10. 240. FedGCD: Federated Learning Algorithm with GNN based Community Detection for Heterogeneous Data
    Wooseok Shin, Jitae Shin, Vol. 24, No. 6, pp. 1-11, Dec. 2023
    10.7472/jksii.2023.24.6.1
    Keywords: Federated learning, Non-IID, data heterogeneity, community detection, Graph Neural Networks