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. Development of Product Recommendation System Using MultiSAGE Model and ESG Indicators

Hyeon-woo Kim, Yong-jun Kim, Gil-sang Yoo, Vol. 25, No. 1, pp. 69-78, Feb. 2024

10.7472/jksii.2024.25.1.69
Keywords: MultiSAGE, recommend system, ESG, GraphSAGE

3. A Comparison Study of RNN, CNN, and GAN Models in Sequential Recommendation

Ji Hyung Yoon, Jaewon Chung, Beakcheol Jang, Vol. 23, No. 4, pp. 21-33, Aug. 2022

10.7472/jksii.2022.23.4.21
Keywords: Recommender System, RNN, CNN, GAN, Deep Learning, sequence modeling

4. A Study on Factors Affecting University Students' Satisfaction with YouTube AI Recommendation System

LiuCun Zhu, Chao Wang, HaSung Hwang, Vol. 23, No. 3, pp. 77-85, Jun. 2022

10.7472/jksii.2022.23.3.77
Keywords: YouTube AI recommendation system, Satisfaction, TAM, Usefulness, preference suitability, privacy concerns

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. Development of Journal Recommendation Method Considering Importance of Decision Factors Based on Researchers' Paper Publication History

Yeonbin Son, Tai-Woo Chang, Yerim Choi, Vol. 20, No. 4, pp. 73-79, Aug. 2019

10.7472/jksii.2019.20.4.73
Keywords: journal recommendation, importance by decision factors, paper publication history, Machine Learning, Data Analysis

7. Development of Supervised Machine Learning based Catalog Entry Classification and Recommendation System

Hyung-Woo Lee, Vol. 20, No. 1, pp. 57-65, Feb. 2019

10.7472/jksii.2019.20.1.57
Keywords: Catalog Entry Auto-Recommendation, Online B2B Shopping Mall, Supervised Machine Learning, Morphological Analysis, Naive Bayes Classification Algorithm.

8. A Proofreader Matching Method Based on Topic Modeling Using the Importance of Documents

Yeonbin Son, Hyeontae An, Yerim Choi, Vol. 19, No. 4, pp. 27-33, Aug. 2018

10.7472/jksii.2018.19.4.27
Keywords: Manuscript proofreading, proofreader matching, topic modeling, importance of document

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. Tag Based Web Resource Recommendation System

Je-In Song, Ok-Ran Jeong, Vol. 17, No. 6, pp. 133-142, Dec. 2016

10.7472/jksii.2016.17.6.133
Keywords: Recommendation, tagging, Context Information, Web Service, Web resource