Chaewon Kim

2025.03 ~ Master Student, Department of Data Science, Seoul Women's University

2021.03 ~ 2025.02 B.E. Department of Data Science, Seoul Women's University

Main Office: 50th Anniversary Memorial # 604, 621 Wharang-ro Nowon-gu, Seoul, 01797

Lab Site: https://sites.google.com/view/aixlab

E-mail: cchae1138@swu.ac.kr

Publications

Journal

[KCI] S. Sohn, Chaewon 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
[KCI] Chaewon Kim, M. Park (2025), "딥러닝 기반 시간대별 지하철 승하차 인원수 예측 (Deep Learning-based Subway Boarding and Arriving Passengers Predictions by Hously)," The Journal of the Convergence on Culture Technology, pISSN 2384-0358 | eISSN 2384-0366
[KCI] Chaewon Kim, S. Sohn, S. 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, pISSN 2384-0358 | eISSN 2384-0366; http://dx.doi.org/10.17703/JCCT.2025.11.3.371
[KCI] S. Yoon, A. Choi, Chaewon 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, July 2024, pISSN 2384-0358 | eISSN 2384-0366; http://dx.doi.org/10.17703/JCCT.2024.10.4.607
[KCI] Chaewon Kim, S. 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
[KCI] S. Yoon, A. Choi, Chaewon Kim, S. 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
[KCI] J. Jang, Chaewon Kim, M. Park, "머신러닝 기반 2호선 출퇴근 시간대 지하철 역사 내 혼잡도 예측 (Subway Line 2 Congestion Prediction During Rush Hour Based on Machine Learning)," The Journal of the Convergence on Culture Technology, Vol. 9, No. 6, pp. 145-150, November 2023, pISSN 2384-0358 | eISSN 2384-0366; https://doi.org/10.17703/JCCT.2023.9.6.145

Conference

Chaewon Kim, S. Sohn, M. Park, "의료 교과서를 활용한 RAG 기반 전문 의학지식 질의응답 시스템 개발," Korea Society of Industrial Information Systems (submitted)
Chaewon Kim, M. Park, "머신러닝 기반 교모세포종 예측 모델 개발," Korean DataBase Conference 2025, 7-8 November 2025
S. Oh, Chaewon Kim, M. Park, "복원 샘플링을 활용한 클래스 불균형 문제 해결방법에 관한 연구: 텔레 마케팅에서 정기예금 가입 고객 예측," Korea Society of Industrial Information Systems, 22-24 May 2025
Chaewon Kim, S. Sohn, M. Park, "시차와 환경적 특성을 반영한 머신러닝 기반 서울시 공유 자전거 수요 예측," Korea Society of Industrial Information Systems, 22-24 May 2025
Chaewon Kim, M. Park, "소규모 데이터로 뇌종양을 검출할 수 있는 단순화된 딥러닝 모델 개발," Korea Society of Industrial Information Systems, 21-23 November 2024
S. Yoon, S. Oh, A. Choi, J. Kim, S. Sohn, Chaewon Kim, M. Park, "의료문서 특화 OCR 모델 개발," Korea Society of Industrial Information Systems, 21-23 November 2024
S. Yoon, A. Choi, Chaewon 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
Chaewon Kim, S. Yoon, H. Yang, M. Park, "자연어 처리를 활용한 가짜뉴스 탐지 및 분석," Korea Society of Industrial Information Systems, 9-11 November 2023

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