Digital Library

1. 1. Similarity Measurement for Memory-based Collaborative Filtering using Genre-based Singularity
   Soojung Lee, Vol. 26, No. 6, pp. 101-108, Dec. 2025
   10.7472/jksii.2025.26.6.101
   Keywords: Recommender System, Collaborative Filtering, Similarity Measure, data sparsity, singularity
2. 2. Sentence Similarity Analysis Using a Skip-gram Model Based on Head-Dependent Relations
   Jongdeog Lee, Sangsu Kim, Jisoo Lee, Vol. 26, No. 5, pp. 39-48, Oct. 2025
   10.7472/jksii.2025.26.5.39
   Keywords: Natural Language Process, Word Embedding, Skip-gram, Sentence Similarity, dependency parsing
3. 3. Common Model Federated Training-Inference Method for Accelerating Real-Virtual Synchronization of Digital Twins
   Younghwan Jeong, Taemin Hwang, Won-gi Choi, Jinyoung Lee, Seolyoung Park, Sangshin Lee, Vol. 26, No. 3, pp. 83-97, Jun. 2025
   10.7472/jksii.2025.26.3.83
   Keywords: Digital Twin, Federated learning, similarity search, object tracking, system optimization
4. 4. Semantic Jaccard Coefficient for Data Sparsity in Collaborative Filtering
   Soojung Lee, Vol. 26, No. 3, pp. 67-74, Jun. 2025
   10.7472/jksii.2025.26.3.67
   Keywords: Recommender System, Collaborative Filtering, Similarity Measure, data sparsity
5. 5. Optimal Similarity Calculation using Genetic Algorithms in Collaborative Filtering
   Soojung Lee, Vol. 25, No. 5, pp. 87-94, Oct. 2024
   10.7472/jksii.2024.25.5.87
   Keywords: Recommender System, Collaborative Filtering, Similarity Measure, genetic algorithm
6. 6. Efficient Time-Series Similarity Measurement and Ranking Based on Anomaly Detection
   Ji-Hyun Choi, Hyun Ahn, Vol. 25, No. 2, pp. 39-47, Apr. 2024
   10.7472/jksii.2024.25.2.39
   Keywords: Time-series Similarity, Anomaly Detection, Subsequences, Spearman’s Rank Correlation Coefficient
7. 7. Cyber attack group classification based on MITRE ATT&CK model
   Chang-hee Choi, Chan-ho Shin, Sung-uk Shin, Vol. 23, No. 6, pp. 1-13, Dec. 2022
   10.7472/jksii.2022.23.6.1
   Keywords: Cyber Attack, attack group similarity, attack group classification, APT, MITRE ATT&CK
8. 8. Collaborative Filtering using Co-Occurrence and Similarity information
   Kwang Tek Na, Ju Hong Lee, Vol. 18, No. 3, pp. 19-28, Jun. 2017
   10.7472/jksii.2017.18.3.19
   Keywords: Collaborative Filtering, Recommender System, co occurrence, similarity, SVD, latent factor model
9. 9. Representative Labels Selection Technique for Document Cluster using WordNet
   Tae-Hoon Kim, Mye Sohn, Vol. 18, No. 2, pp. 61-74, Apr. 2017
   10.7472/jksii.2017.18.2.61
   Keywords: Documents Cluster Labeling, Information content, WordNet, Similarity Calculation
10. 10. A Proposal of Methods for Extracting Temporal Information of History-related Web Document based on Historical Objects Using Machine Learning Techniques
    Jun Lee, YongJin KWON, Vol. 16, No. 4, pp. 39-50, Aug. 2015
    10.7472/jksii.2015.16.4.39
    Keywords: Temporal information, Termporal Extraction, Machine Learning, Similarity filtering, Historical information, Historical Object