Digital Library

1. 1. A Method for Progressive Accumulative Data-Free Pruning and Restoration of Convolutional Neural Networks
   Yeje Choi, Kyoungwon Park, Juhyoung Sung, Kiwon Kwon, Byoungchul Song, Taeho Im, Vol. 26, No. 6, pp. 109-120, Dec. 2025
   10.7472/jksii.2025.26.6.109
   Keywords: Network Pruning, filter pruning, Data-free Restoration, Structured pruning, edge AI
2. 2. 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
3. 3. Safe and Sound Conversation for Young Children: An AI Companion Service Architecture for Harmful Language Filtering
   Kwang Sik Jeong, Sarah Choi, Keon Chul Park, Vol. 26, No. 4, pp. 55-68, Aug. 2025
   10.7472/jksii.2025.26.4.55
   Keywords: AI Companion, Service Architecture, Harmful Language, Filtering, Age-Appropriateness
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. 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
7. 7. 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
8. 8. AI Crime Prediction Modeling Based on Judgment and the 8 Principles
   Hye-sung Jung, Eun-bi Cho, Jeong-hyeon Chang, Vol. 24, No. 6, pp. 99-105, Dec. 2023
   10.7472/jksii.2023.24.6.99
   Keywords: AI, LegalTech, Judgment, RNN, Crime Script Analysis
9. 9. A Study of Recommendation Systems for Supporting Command and Control (C2) Workflow
   Gyudong Park, Gi-Yoon Jeon, Mye Sohn, Jongmo Kim, Vol. 23, No. 1, pp. 125-134, Feb. 2022
   10.7472/jksii.2022.23.1.125
   Keywords: Command and Control(C2) system, Feature selection, Collaborative Filtering, Context-aware Recommendation System
10. 10. Knowledge Graph-based Korean New Words Detection Mechanism for Spam Filtering
    Ji-hye Kim, Ok-ran Jeong, Vol. 21, No. 1, pp. 79-85, Feb. 2020
    10.7472/jksii.2020.21.1.79
    Keywords: Spam Filtering, spam detection, New Words Detection, Knowledge Graph, ConceptNet