Seoyoung Sohn

Publications

Journal

1. [KCI] Seoyoung Sohn, C.Kim, M. Park(2025), "DualRAG: 장애인 복지정보 제공을 위한 2단계 RAG 시스템 개발 (DualRAG: A Two-Stage Retrieval-Augmented Generation System for Disabled Person’s Welfare Information), " The Journal of the Convergence on Culture Technology, pISSN 2384-0358 | eISSN 2384-0366 (submitted)

2. [KCI] Seoyoung Sohn, M. Park(2025), "머신러닝 기반 중소기업 수출액 예측(Predicting the Export Value of SMEs Using Machine Learning)," The Journal of the Convergence on Culture Technology, July 2025, Vol. 11, No. 4, pp. 171-176, July 2025, pISSN 2384-0358 | eISSN 2384-0366; http://dx.doi.org/10.17703/JCCT.2025.11.4.171 

3. [KCI] C. Kim, Seoyoung Sohn, S. Yoon, M. Park (2025), "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; http://dx.doi.org/10.17703/JCCT.2025.11.3.371 

4.  [KCI] S. Yoon, S. Oh, Seoyoung Sohn, E. Kim, M. Park (2025), "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; http://dx.doi.org/10.17703/JCCT.2025.11.3.459 

5. [KCI] Seoyoung Sohn, S. Oh, M. Park (2025),  "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, S. Oh, Seoyoung Sohn, M. Park (2025), "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://doi.org/10.17703/JCCT.2025.11.1.781 

7. [KCI] Seoyoung Sohn, S. Yoon,  M. Park(2024), "국내 기업의 ESG-거버넌스 점수 예측을 위한 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 

8. [KCI] S. Yoon, A. Choi, C. Kim, Seoyoung Sohn, S. Oh, M. Park(2024), "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] H. Lee, Seoyoung Sohn, M. Park(2024), "딥러닝 기반 야구 일별 관중 수 예측(Deep Learning-Based Daily Baseball Attendance Prediction)",  The Journal of the Convergence on Culture Technology, Vol .10, No 3, pp.131~135, May 2024, pISSN 2384-0358 | eISSN 2384-0366; http://dx.doi.org/10.17703/JCCT.2024.10.3.131 

10. [KCI] S. Yoon, A. Choi, C. Kim,  S. Oh, Seoyoung Sohn, J. Kim, H. Lee, M. Han, M. Park(2024), "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; http://dx.doi.org/10.17703/JCCT.2024.10.2.453 

11. [KCI] Seoyoung Sohn, H. Yang,  M. Park (2023), "머신러닝 기반 부산 청년인구 유출위험 요인 분석(Analysis of Risk Factors for Youth Population Outflow in Busan Based on Machine Learning)",  The Journal of the Convergence on Culture Technology, Vol 9, No 6, pp.131~136, November 2023, pISSN 2384-0358 | eISSN 2384-0366; https://doi.org/10.17703/JCCT.2023.9.6.131

12. [KCI] S. Oh, Seoyoung Sohn, H. Yang, M. Park(2022), "머신러닝을 활용한 MBTI 기반 학습유형 설계 (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

Conference

1. C. Kim, Seoyoung Sohn, M. Park, "시차와 환경적 특성을 반영한 머신러닝 기반 서울시 공유 자전거 수요 예측," Korea Society of Industrial Information Systems, 22-24 May 2025

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

3. S. Yoon, A. Choi, C. Kim, Seoyoung Sohn, S. Oh, M. Park(2024), "오픈소스 OCR을 활용한 의료기록 관리 방법 설계," Korea Society of Industrial Information Systems,  30th day  of May ~ 1st day of Jun, 2024

4. Seoyoung Sohn, S. Oh, D. Baek, M. Park (2023), "의료 인프라와 노인 인구 주거 입지 실태 분석", Korea Society of Industrial Information Systems, 9-11 November, 2023

Awards

1. (사)한국산업정보학회 추계학술대회 우수상 수상, 10 November 2023