𝗦𝘂𝗺𝗶𝗻 𝗢𝗵

Journal

1. [KCI] Sumin Oh, M. Park, "XRF-Ensemble: 클래스 불균형 해결을 위한 소수 클래스를 강조하는 앙상블 모델 개발(XRF-Ensemble: Ensemble Model Emphasizing Minority Classes for Solving Class Imbalance)," The Journal of the Convergence on Culture Technology, pISSN 2384-0358 | eISSN 2384-0366 (submitted)

2. [KCI] Sumin Oh, M. Park, "운송 유형과 물류 거점을 고려한 머신러닝 기반 태국 망고 수출액 예측 (Machine Learning-based Tailand Mango Export Value Prediction considering Tansport Type and Logistic Hub)," The Journal of the Convergence on Culture Technology, Vol. 11, No. 4, pp. 569-574, July 2025, pISSN 2384-0358 | eISSN 2384-0366; http://dx.doi.org/10.17703/JCCT.2025.11.4.569

3. [KCI] S. Yoon, Sumin Oh, S. Sohn, E. Kim, M. Park, "머신러닝 기반 화석 나이 예측 (Machine Learning-based Fossil Age Prediction)," The Journal of the Convergence on Culture Technology, Vol. 11, No. 3, pp. 459-464, May 2025, pISSN 2384-0358 | eISSN 2384-0366; https://doi.org/10.17703/JCCT.2025.11.3.459

4. [KCI 우수등재지] S. Yoon, Sumin Oh, J. Kim, M. Park, "머신러닝 기반 전기 에너지 소비량 예측 (Machine Learning-based Electrical Energy Consumption Prediction)," Journal of the Korean Institute of Industrial Engineer, Vol. 51, No. 2, pp. 171-181, April 2025, pISSN 1225-0988 | eISSN 2234-6457; https://doi.org/10.7232/JKIIE.2025.51.2.171

5. [KCI] S. Sohn, Sumin Oh, M. Park, "클래스 불균형을 해결한 머신러닝 기반 위험 NEO 예측 모델 개발 (Machine Learning-Based Hazardous Near-Earth Object Prediction Model Solving Class Imbalance)," The Journal of the Convergence on Culture Technology, Vol. 11, No. 2, pp. 59-64, March 2025, pISSN 2384-0358 | eISSN 2384-0366; http://dx.doi.org/10.17703/JCCT.2025.11.2.59

6. [KCI]  S. Yoon, Sumin Oh, S. Sohn, M. Park, "교육 특화 RAG을 활용한 질의응답 시스템 개발 (Development of QA System with Education-specific RAG)," The Journal of the Convergence on Culture Technology, Vol. 11, No. 1, pp. 781-786, January 2025, pISSN 2384-0358 | eISSN 2384-0366; http://dx.doi.org/10.17703/JCCT.2025.11.1.781

7. [KCI] Sumin Oh, S. Yoon, M. Park, "공무원 직무 전문교육 만족도 예측을 위한 딥러닝 기반 회귀 모델 설계 (A Deep Learning-based Regression Model for Predicting Government Officer Education Satisfaction)," The Journal of the Convergence on Culture Technology, Vol. 10, No. 5, pp. 667-671, September 2024, pISSN 2384-0358 | eISSN 2384-0366; http://dx.doi.org/10.17703/JCCT.2024.10.5.667

8. [KCI] S. Yoon, A. Choi, C. Kim, S. Sohn, Sumin Oh, M. Park, "생성형 AI 트렌드 및 활용사례 분석 (A Study of Generative AI Trends and Applications)," The Journal of the Convergence on Culture Technology, Vol. 10, No. 4, pp. 607-612, July 2024, pISSN 2384-0358 | eISSN 2384-0366; http://dx.doi.org/10.17703/JCCT.2024.10.4.607

9. [KCI] Sumin Oh, M. Park, "머신러닝 기반 피싱 사이트 탐지 모델 (Machine Learning-based Phishing Website Detection Model)," The Journal of the Convergence on Culture Technology, Vol. 10, No. 4, pp. 575-580, July 2024, pISSN 2384-0358 | eISSN 2384-0366; http://dx.doi.org/10.17703/JCCT.2024.10.4.575

10. [KCI] J. Kim, Sumin Oh, M. Park, "딥러닝 기반 서울시 행정동별 외식업종 상권 변화 예측 (Predicting Changes in Restaurant Business District by Administrative Districts in Seoul using Deep Learning)," The Journal of the Convergence on Culture Technology, Vol. 10, No. 2, pp. 459-463, March 2024, pISSN 2384-0358 | eISSN 2384-0366; https://doi.org/10.17703/JCCT.2024.10.2.459

11. [KCI] S. Yoon, A. Choi, C. Kim, Sumin Oh, Sohn, J. Kim, H. Lee, M. Han, M. Park, "딥러닝 기반 의료 OCR 기술 동향 (Trends in Deep Learning-based Medical Optical Character Recognition)," The Journal of the Convergence on Culture Technology, Vol. 10, No. 2, pp. 453-458, March 2024, pISSN 2384-0358 | eISSN 2384-0366; https://doi.org/10.17703/JCCT.2024.10.2.453

12. [KCI] Sumin Oh, M. Park, "사회적 변수와 개개인의 감정지수를 함께 고려한 딥러닝 기반 행복지수 모델 설계 (Deep Learning-based Happiness Index Model Considering Social Variables and Individual Emotional Index)," The Journal of the Convergence on Culture Technology, Vol. 10, No. 1, pp. 489-493, January  2024, pISSN 2384-0358 | eISSN 2384-0366; https://doi.org/10.17703/JCCT.2024.10.1.489

13. [KCI] Sumin Oh, S. Sohn, H. Yang, M. Park, "머신러닝을 활용한 MBTI 기반 학습유형설계 (MBTI-Based Learning Types Design Using Machine Learning)," The Journal of the Convergence on Culture Technology, Vol. 8, No. 6, pp. 2384-0358,  November 2022, pISSN 2384-0358 | eISSN 2384-0366; http://dx.doi.org/10.17703/JCCT.2022.8.6.207