Digital Library

1. 21. A Collaborative Framework for Discovering the Organizational Structure of Social Networks Using NER Based on NLP
   Frank I. Elijorde, Hyun-Ho Yang, Jae-Wan Lee, Vol. 13, No. 2, pp. 99-108, Apr. 2012
   10.7472/jksii.2012.13.2.99
   Keywords: Semantic web, Social Network Analysis, Natural Language Processing, Machine Learning
2. 22. Designing mobile personal assistant agent based on users' experience and their position information
   Shin-Bong Kang, Sang-Uk Noh, Vol. 12, No. 1, pp. 99-110, Feb. 2011
   Keywords: personal assistant agent, machine learning algorithms, mobile social network service
3. 23. An Improvement of Accuracy for NaiveBayes by Using Large Word Sets
   Lee Jae-Moon, Vol. 7, No. 3, pp. 169-0, Jun. 2006
   Keywords: Accuracy, Machine Learning, NaiveBayes, Document Classification, Large Item Sets
4. 24. An Automated Topic Specific Web Crawler Calculating Degree of Relevance
   Seo Hae-Sung, Choi Young-Soo, Choi Kyung-Hee, Jung Gi-Hyun, Noh Sang-Uk, Vol. 7, No. 3, pp. 155-168, Jun. 2006
   Keywords: topic specific Web crawler (focused crawler), degree of relevance, Web page classification, Machine Learning, compiled rules
5. 25. False Alarm Minimization Technology using SVM in Intrusion Prevention System
   Kim Gill-Han, Lee Hyung-Woo, Vol. 7, No. 3, pp. 119-132, Jun. 2006
   Keywords: Misuse detection, Intrusion Prevention, False Alarm, multi class Support Vector machines(SVM), Machine Learning
6. 26. Cognitive Approach for Building Intelligent Agent
   Tae Kang-Soo, Vol. 5, No. 2, pp. 97-0, Apr. 2004
   Keywords: Cognitive Agent, Machine Learning, Planning, Schema
7. 27. A Study on Machine Learning-Based UWB Distance Measurement Correction: An XGBoost Approach for NLOS Classification and Filtering
   SuJin Baek, Vol. 26, No. 5, pp. 49-56, Oct. 2025
   10.7472/jksii.2025.26.5.49
   Keywords: UWB, NLOS(Non-line-of-sight), Indoor Positioning, XGBoost algorithm, Machine Learning, trilateration
8. 28. A Study on Anomaly Detection Method for Ship Induction Motors Using Current Signals
   Sang-Jae Yeo, Zoo-Ho Son, Jee-Yeon Jeon, Hyung-Taek Kim, Vol. 26, No. 2, pp. 43-50, Apr. 2025
   10.7472/jksii.2025.26.2.43
   Keywords: Anomaly Detection, Machine Learning, Current signal, Induction motor, Statistical distance
9. 29. 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
10. 30. A Car Smoking Detection System using Air Quality IoT Sensor
    Yoosin Kim, Vol. 26, No. 1, pp. 55-63, Feb. 2025
    10.7472/jksii.2025.26.1.55
    Keywords: Smoking Detection, Rent-a-car, IoT, Air-Quality Sensor, Machine Learning