ꜱᴜɴɢʏᴇᴏɴ ʏᴏᴏɴ

Publications

Journal

1. [KCI] C. Kim, S. Sohn, Sungyeon Yoon, M. Park, "지진 데이터를 활용한 머신러닝 기반 쓰나미 예측 (Machine Learning-based Prediction of Tsunami with Earthquake Data)," The Journal of the Convergence on Culture Technology, Vol. 11, No. 3, pp. 371-376, May 2025, pISSN 2384-0358 | eISSN 2384-0366, https://doi.org/10.17703/JCCT.2025.11.3.371

2. [KCI] Sungyeon Yoon, S. 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

3. [KCI 우수등재지] Sungyeon Yoon, S. 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, ISSN 1225-0988 | eISSN 2234-6457, https://doi.org/10.7232/JKIIE.2025.51.2.171

4. [KCI] Sungyeon Yoon, M. Park, "머신러닝 기반 유가증권시장의 한계기업 예측 (Machine Learning-based Classification of Distressed Firms in the KOSPI Market)," The Journal of the Convergence on Culture Technology, Vol. 11, No. 2, pp. 243-250, March 2025, pISSN 2384-0358 | eISSN 2384-0366, https://doi.org/10.17703/JCCT.2025.11.2.243

5. [KCI] Sungyeon Yoon, S. 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; https://dx.doi.org/10.17703/JCCT.2025.11.1.781

6. [KCI] S. Sohn, Sungyeon Yoon, M. Park, "국내 기업의 ESG-거버넌스 점수 예측을 위한 선형 회귀 모델 개발 (Domestic Corporate ESG-Governance Score Prediction Using Linear Regression)," The Journal of the Convergence on Culture Technology, Vol. 10, No. 6, pp. 735-740, November 2024, pISSN 2384-0358 | eISSN 2384-0366; http://dx.doi.org/10.17703/JCCT.2024.10.6.735

7. [KCI] S. Oh, Sungyeon 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] Sungyeon Yoon, A. Choi, C. Kim, S. Sohn, S. 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, June 2024, pISSN 2384-0358 | eISSN 2384-0366; https://doi.org/10.17703/JCCT.2024.10.4.607

9. [KCI] C. Kim, Sungyeon Yoon, M. Han, M. Park, "전이 학습 기반의 생성 이미지 판별 모델 설계 (Transfer Learning-based Generated Synthetic Images Identification Model),"  The Journal of the Convergence on Culture Technology, Vol. 10, No. 2, pp. 465-470, March  2024, pISSN 2384-0358 | eISSN 2384-0366; https://doi.org/10.17703/JCCT.2024.10.2.465

10. [KCI] Sungyeon Yoon, A. Choi, C. Kim,  S. Sohn, S. Oh, 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

Conference

1. S. Oh, Sungyeon Yoon, "문자열 특성과 패턴을 함께 고려한 비밀번호 보안 등급 예측," Korea Society of Industrial Information Systems, 22-24 May 2025

2. Sungyeon Yoon, S. Oh, A. Choi, J. Kim, S. Sohn, C. Kim, M. Park, "의료문서 특화 OCR 모델 개발," Korea Society of Industrial Information Systems, 21-23 November 2024

3. Sungyeon Yoon, A. Choi, C. Kim, S. Sohn, S. Oh, M. Park, "오픈소스 OCR을 활용한 의료기록 관리 방법 설계," Korea Society of Industrial Information Systems, 30 May-1 Jun 2024

4. C. Kim, Sungyeon Yoon, H. Yang, M. Park, "자연어 처리를 활용한 가짜뉴스 탐지 및 분석," Korea Society of Industrial Information Systems, 9-11 November 2023

Awards

1. 석사학위논문 우수논문상, 18 August 2022