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1. 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
2. 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
3. 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
4. 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
5. 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
6. Effects of Women’s SNS Uses on Alternative Health Management Behaviors: Application of Health Belief Model on the Adoption of Alternative Menstrual Products

Chong-Hye Kim, Jaehee Cho, Vol. 19, No. 4, pp. 83-93, Aug. 2018
10.7472/jksii.2018.19.4.83
Keywords: 10.7472/jksii.2018.19.4.83
7. A Social Travel Recommendation System using Item-based collaborative filtering

Dae-ho Kim, Je-in Song, So-yeop Yoo, Ok-ran Jeong, Vol. 19, No. 3, pp. 7-14, Jun. 2018
10.7472/jksii.2018.19.3.7
Keywords: Personalized Recommendation, Item-based Collaborative Filtering, Apache Mahout, Social Travel Trends, Intimacy
8. Design and Evaluation of an Edge-Fog Cloud-based Hierarchical Data Delivery Scheme for IoT Applications

Ihn-Han Bae, Vol. 19, No. 1, pp. 37-47, Feb. 2018
10.7472/jksii.2018.19.1.37
Keywords: Bloom filter; Data delivery; Edge-Fog cloud; Information-centric networking; Internet of Things
9. 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
10. Tracking moving objects using particle filter and edge observation model

Hyoyeon Kim, Kisang Kim, Hyung-Il Choi, Vol. 17, No. 3, pp. 25-32, Jun. 2016
10.7472/jksii.2016.17.3.25
Keywords: Particle Filter, edge, observation model, object tracking

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