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

[SCI] S. Oh, S. Sohn, Chaewon Kim, M. Park, "MCH-Ensemble: Minority Class Highlighting Ensemble Method for Class Imbalance in Network Intrusion Detection," Appl. Sci. 2025, Vol. 15, No. 23; 12647, November 2025; https://doi.org/10.3390/app152312647
[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, Vol. 11, No. 6, pp. 473-478, November 2025, pISSN 2384-0358 | eISSN 2384-0366; http://dx.doi.org/10.17703/JCCT.2025.11.6.473
[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, Vol. 11, No. 6, pp. 859-864, November 2025, pISSN 2384-0358 | eISSN 2384-0366; http://dx.doi.org/10.17703/JCCT.2025.11.6.859
[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. Oh, S. Sohn, M. Park, "Ensemble Study for Imbalanced Breast Cancer Datasets," International Conference on Next-generation Convergence Technology, 7-9 January 2026
[동상] E. Kim, C. Kim, J. Nho, Chaewon Kim, M. Park, "딥러닝 기법을 활용한 패션 이커머스 리뷰 이미지 내 개인정보 노출 탐지," Korea Institute of Information Technology Conference, 27-28 November 2025
[우수논문상] Chaewon Kim, S. Sohn, M. Park, "의료 교과서를 활용한 RAG 기반 전문 의학지식 질의응답 시스템 개발," Korea Society of Industrial Information Systems, 20-22 November 2025
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

Awards

Nov.28.2025: E. Kim, C. Kim, J. Nho, Chaewon Kim, M. Park, "딥러닝 기법을 활용한 패션 이커머스 리뷰 이미지 내 개인정보 노출 탐지," 2025 한국정보기술학회 추계학술대회 우수논문상 동상
Nov.22.2025: Chaewon Kim, S. Sohn, M. Park, "의료 교과서를 활용한 RAG 기반 전문 의학지식 질의응답 시스템 개발," 2025 한국산업정보학회 추계학술대회 우수논문상

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