Publications

[2023]

1. [SCI] J. Kim, Minseo Park (2023), "A Study on ML-based Sleep Score Model using lifelog data," Appl. Sci. 2023, Vol. 13, No. 2; 1043, January 2023; https://doi.org/10.3390/app13021043 

[2022]

1. [SCI] J. Kim, Minseo Park (2022), "A New Body Weight Lifelog Outliers Generation Method:Reflecting Characteristics of Body Weight Data,"  Appl. Sci. 2022, Vol.12, No.9; 4726, May 2022; https://doi.org/10.3390/app12094726

2. [SCI] J. Kim, J. Lee, Minseo Park (2022), "Identification of Smartwatch-Collected Lifelog Variables Affecting Body Mass Index in Middle-Aged People Using Regression Machine Learning Algorithms and SHapley Additive Explanations," Appl. Sci. 2022, Vol. 12, No.8, 3819, April 2022, https://doi.org/10.3390/app12083819

[2025]

1. [KCI] S. Sohn, C.Kim, Minseo 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] S. Oh, Minseo Park (2025), "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)

3. [KCI] C. Kim, Minseo 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 (submitted)

4. [KCI] S. Oh, Minseo Park (2025), "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

5. [KCI] S. Sohn, Minseo 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

6. [KCI] C. Kim, S. Sohn, S. Yoon, Minseo 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

7. [KCI] S. Yoon, S. Oh, S. Sohn, E. Kim, Minseo 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

8. [KCI 우수등재지] S. Yoon, S. Oh, J. Kim, Minseo 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

9. [KCI] S. Yoon, Minseo Park (2025), "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; http://dx.doi.org/10.17703/JCCT.2025.11.2.243

10. [KCI] S. Sohn, S. Oh, Minseo 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

11. [KCI]  S. Yoon, S. Oh, S. Sohn, Minseo 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; http://dx.doi.org/10.17703/JCCT.2025.11.1.781

[2024]

1. [KCI] S. Sohn, S. Yoon, Minseo Park (2024), "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

2. [KCI] S. Oh, S. Yoon, Minseo Park (2024), "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

12. [KCI] S. Yoon, A. Choi, C. Kim, S. Sohn, S. Oh, Minseo 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

13. [KCI] S. Oh, Minseo Park (2024), "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

14. [KCI] H. Lee, S. Sohn, Minseo Park (2024), "딥러닝 기반 일별 야구 관중 수 예측 (Deep Learning-Based Daily Baseball Attendance Predcition),"  The Journal of the Convergence on Culture Technology, Vol. 10, No. 3, pp. 131-135, May 2024, pISSN 2384-0358 | eISSN 2384-0366; https://doi.org/10.17703/JCCT.2024.10.3.131

15. [KCI] C. Kim, S. Yoon, M. Han, Minseo Park (2024), "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

16. [KCI] J. Kim, S. Oh, Minseo Park (2024), "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

17. [KCI] S. Yoon, A. Choi, J. Kim, S. Oh, S. Sohn, C. Kim, H. Lee, M. Han, Minseo 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; https://doi.org/10.17703/JCCT.2024.10.2.453

18. [KCI] S. Oh, Minseo Park (2024), "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

[2023]

1. [KCI] J. Jang, C. Kim, Minseo Park (2023), "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

2. [KCI] S. Sohn, H. Yang, Minseo 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

3. [KCI 우수등재지] Y. Ahn, H. Lee, S. Ryu, S. Kim, Minseo Park (2023), "머신러닝 알고리즘을 이용한 프랜차이즈 실패 요인 분석에 관한 연구 (Analysis of Coffee Franchise Failure Factor using Machine Learning Algorithms),"Journal of the Korean Institute of Industrial Engineer, Vol. 49 , No. 1 , pp. 37-45, 2023, ISSN 1225-0988 | eISSN 2234-6457; https://doi.org/10.7232/JKIIE.2023.49.1.037

4. [KCI] J. Kim, H. Jang, Minseo Park (2023), "머신러닝 기반 서울시 로컬브랜드 골목상권 추천시스템 설계 (Seoul Local Brand Alley Commercial Area Recommendation System Design Using Machine Learning)," Vol. 9, No. 1, pp. 101-109, January  2023, pISSN 2384-0358 | eISSN 2384-0366; http://dx.doi.org/10.17703/JCCT.2023.9.1.101

[2022]

1. [KCI] S. Oh, S. Sohn, H. Yang, Minseo 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

2. [KCI] J. Kim, Minseo Park (2022), "VAE(Variational AutoEncoder) 기반 머신러닝 모델을 활용한 체중 라이프로그 이상탐지에 관한 연구 (Study on Lifelog Anomaly Detection using VAE-based Machine Learning Model)," The Journal of the Convergence on Culture Technology, Vol. 8, No. 4, pp. 91-98, July 2022, pISSN 2384-0358 | eISSN 2384-0366; https://doi.org/10.17703/JCCT.2022.8.4.91

3. [KCI] Y. Ahn, S. Ryu, H. Lee, Minseo Park (2022), "머신러닝 기반 외식업 프렌차이즈 가맹점 성패 예측 (Prediction of Food Franchise Success and Failure Based on Machine Learning)," The Journal of the Convergence on Culture Technology, Vol. 8, No. 4, pp. 91-98, July 2022, pISSN 2384-0358 | eISSN 2384-0366; https://doi.org/10.17703/JCCT.2022.8.4.347

4. [KCI] Minseo Park (2022), "헬스케어에서 인공지능을 활용한 라이프로그 분석과 미래 (Lifelog Analysis and Future using Artificial Intelligence in Healthcare)," The Journal of the Convergence on Culture Technology, Vol. 8, No. 2, pp. 1-6, March 2022, pISSN 2384-0358 | eISSN 2384-0366; https://doi.org/10.17703/JCCT.2022.8.2.1

5. [KCI우수등재지] J. Lee, Minseo Park (2022), "수면 질 측정에 대한 주관적 수면평가점수의 활용 가능성 분석 (Applicability of Subjective Sleep Evaluation Score for Sleep Quality Measurement)," Journal of the Korean Institute of Industrial Engineer, Vol. 48, No. 1, pp. 74-79, February 2022, ISSN 1225-0988 | eISSN 2234-6457; https://doi.org/10.7232/JKIIE.2022.48.1.074

6. [KCI] Minseo Park (2022), "디지털 헬스케어에서의 인공지능 적용 사례 및 고찰 (Artificial Intelligence Application Cases and Considerations in Digital Healthcare)," Journal of the Korea Convergence Society, Vol. 13, No. 1, pp. 141-147, January 2022; https://doi.org/10.15207/JKCS.2022.13.01.141

[2021]

1. [KCI우수등재지] J. Kim, J. Lee, Minseo Park (2021), "머신러닝 알고리즘을 이용한 중년 남성 건강과 밀접한 라이프로그 분석 (Analysis of Lifelong for Health of Middle-Aged Men by Using Machine Learning Algorithm)," Journal of the Korean Institute of Industrial Engineer, Vol. 47, No. 6, pp. 504-513, December 2021, ISSN 1225-0988 | EISSN 2234-6457; https://doi.org/10.7232/JKIIE.2021.47.6.504

2. [KCI] Minseo Park (2021), "헬스케어에 인공지능 기술의 적용 및 확대 (Application and Expansion of Artificial Intelligence Technology to Healthcare)," Journal of Business Convergence, Vol. 6, No. 4, November 2021, ISSN 1225-0998; http://dx.doi.org/10.31152/JB.2021.11.6.4.101

[2025]

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

2. S. Oh, S. Yoon, Minseo Park (2025), "문자열 특성과 패턴을 함께 고려한 비밀번호 보안 등급 예측" Korea Society of Industrial Information Systems, 22-24 May 2025

3. S. Oh, C. Kim, Minseo Park (2025), "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

[2024]

1. A. Choi, Minseo Park (2024), "치매 진단 MRI 이미지의 해상도 개선을 위한 딥러닝 모델 개발," Korea Society of Industrial Information Systems, 21-23 November 2024

2. S. Park, Y. Yang, Y. Choi, A. Choi, Minseo Park (2024), "도시 침수 요인 분석 및 시각화," Korea Society of Industrial Information Systems, 21-23 November 2024

3. J. Yoo, D. Lim, Minseo Park (2024), "머신러닝 기반 제주시 하우스감귤 거래 가격 예측," Korea Society of Industrial Information Systems, 21-23 November 2024

4. J. Kim, Minseo Park (2024), "머신러닝 기반 축구 수비수 이적료 예측," Korea Society of Industrial Information Systems, 21-23 November 2024

5. C. Kim, Minseo Park (2024), "소규모 데이터로 뇌종양을 검출할 수 있는 단순화된 딥러닝 모델 개발," Korea Society of Industrial Information Systems, 21-23 November 2024

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

7. S. Yoon, A. Choi, C. Kim, S. Sohn, S. Oh, Minseo Park (2024), "오픈소스 OCR을 활용한 의료기록 관리 방법 설계,"  Korea Society of Industrial Information Systems, 30 May-1 June 2024  

8. A. Choi, Minseo Park (2024), "딥러닝 기반 전라도의 치매 유병률 예측 모델 개발,"  Korea Society of Industrial Information Systems, 30 May-1 June 2024  

9. E. Choi, C. Baik, J. Park, Minseo Park (2024), "데이터 기반의 성장배경에 따른 애착유형 형성 원인 분석 및 시각화," Korea Society of Industrial Information Systems, 30 May-1 June 2024

[2023]

1. C. Kim, S. Yoon, H. Yang, Minseo Park (2023), "자연어 처리를 활용한 가짜뉴스 탐지 및 분석", Korea Society of Industrial Information Systems, 9-11 November 2023

2. [우수논문상] S. Sohn, S. Oh, D. Baek, Minseo Park (2023), "의료 인프라와 노인 인구 주거 입지 실태 분석," Korea Society of Industrial Information Systems, 9-11 November 2023