JICS

1. 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

2. 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

3. 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

4. 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

5. 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

6. 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

7. 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

8. 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

9. 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

10. 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

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