Digital Library

1. 111. A Study on Automatic Discovery and Summarization Method of Battlefield Situation Related Documents using Natural Language Processing and Collaborative Filtering
   Kunyoung Kim, Jeongbin Lee, Mye Sohn, Vol. 24, No. 6, pp. 127-135, Dec. 2023
   10.7472/jksii.2023.24.6.127
   Keywords: Battlefield situation awareness, Decision Making, Natural Language Processing, Language Model, Collaborative Filtering, named entity recognition
2. 112. Derivation of an effective military fitness model RSC clustering analysis method through review of e-commerce customers clustering analysis methods
   Junho Lee, Byung-in Roh, Dong-kyoo Shin, Vol. 24, No. 6, pp. 145-153, Dec. 2023
   10.7472/jksii.2023.24.6.145
   Keywords: Military, fitness, RFM customer analysis, RSC analysis model
3. 113. A Machine Learning-based Popularity Prediction Model for YouTube Mukbang Content
   Beomgeun Seo, Hanjun Lee, Vol. 24, No. 6, pp. 49-55, Dec. 2023
   10.7472/jksii.2023.24.6.49
   Keywords: Machine Learning, YouTube, Mukbang, Popularity Prediction, Predictive model
4. 114. Comparative Analysis and Implications of Command and Control(C2)-related Information Exchange Models
   Kunyoung Kim, Gyudong Park, Mye Sohn, Vol. 23, No. 6, pp. 59-69, Dec. 2022
   10.7472/jksii.2022.23.6.59
   Keywords: Command and Control(C2), interoperability, Information Exchange Model, database, XML schema
5. 115. Analyze Virtual Private Network Vulnerabilities and Derive Security Guidelines Based on STRIDE Threat Modeling
   Da-hyeon Kim, Ji-young Min, Jun-ho Ahn, Vol. 23, No. 6, pp. 27-37, Dec. 2022
   10.7472/jksii.2022.23.6.27
   Keywords: Virtual Private Network, STRIDE Threat Modeling, Threat Analysis, Threat Scenario, Security requirement
6. 116. Civic Participation in Smart City : A Role and Direction
   Woo-Min Nam, Keon Chul Park, Vol. 23, No. 6, pp. 79-86, Dec. 2022
   10.7472/jksii.2022.23.6.79
   Keywords: Smart City, Citizen Participation, Research Trend Analysis, Text Mining, topic modeling, Latent Dirchlet Allocation(LDA)
7. 117. The Case Study for Childcare Service Demand Forecasting Using Bigdata Reference Analysis Model
   Chung-Sik Yun, Seung Ryul Jeong, Vol. 23, No. 6, pp. 87-96, Dec. 2022
   10.7472/jksii.2022.23.6.87
   Keywords: BigData, Reference Analysis Model, Effectiveness
8. 118. AI-based Cybersecurity Solution for Industrial Control System
   Bu-Seong Jo, Mun-Suk Kim, Vol. 23, No. 6, pp. 97-105, Dec. 2022
   10.7472/jksii.2022.23.6.97
   Keywords: ICS, AI, IDS, Data Collection, Model Evaluation
9. 119. A Comparison Study of RNN, CNN, and GAN Models in Sequential Recommendation
   Ji Hyung Yoon, Jaewon Chung, Beakcheol Jang, Vol. 23, No. 4, pp. 21-33, Aug. 2022
   10.7472/jksii.2022.23.4.21
   Keywords: Recommender System, RNN, CNN, GAN, Deep Learning, sequence modeling
10. 120. Efficient distributed consensus optimization based on patterns and groups for federated learning
    Seung Ju Kang, Ji Young Chun, Geontae Noh, Ik Rae Jeong, Vol. 23, No. 4, pp. 73-85, Aug. 2022
    10.7472/jksii.2022.23.4.73
    Keywords: Federated learning, Optimization, Weight model, Communication time, Privacy, ADMM