On going projects
2026. 03. - 2028. 02. “Context-Aware Service Quality Evaluation and Improvement Framework Based on the Integration of Text Mining and Large Language Models", National Research Foundation of Korea, Korea, Principal Investigator.
(텍스트마이닝과 거대언어모델을 융합 기반의 맥락 인식형 서비스 품질 평가 및 개선 프레임워크)
Completed projects
2025. 09. - 2025. 11. “Reviewing Railway Vehicle Time-Series Failure Data Augmentation and Supporting Quality Verification,” Korea Railroad Research Institute, Principal Investigator.
(철도차량 시계열 고장 데이터 증강 기법 검토 및 품질 검증 지원)
2025. 07. - 2025. 12. “Large Language Model based Critical Safety Item Identification for Korean Submarines,” Defense Agency for Technology and Quality, Korea, Investigator.
(대형언어모델(LLM) 기반 한국형 잠수함 주요안전품목 (CSI) 도출)
2021. 07. - 2024. 06. “Why Do Many Experts Still Not Accept A.I.? Development of a Scale to Measure the Quality of A.I. Services for Experts,” National Research Foundation of Korea, Korea, Co-Principal Investigator.
(많은 전문가들은 인공지능을 왜 여전히 수용하지 못하는가?: 전문가용 인공지능 서비스의 품질 평가 체계 개발)
2022.03. - 2024. 02. “Development of an Iterative Method for Service Visualization-Evaluation using Text Mining,”
National Research Foundation of Korea, Korea, Principal Investigator.
(텍스트마이닝을 사용한 서비스 시각화-평가 연계 방법론 개발)
2021. 09. - 2022. 02. "Development of Index for Consumer Electronics", LG Electronics, Investigator.
(가전지수 개발)
2021. 09. - 2022. 02. "Development of a Tool for Smart Service Idea Generation", Kumoh National Institute of Technology, Principal Investigator.
(스마트 서비스 아이디어 도출 도구 개발)
2021. 10. - 2022. 02. "Servitization model for manufacturing industry based on the technology of artificial intelligence", Kumoh National Institute of Technology, Principal Investigator.
(인공지능 기술 기반의 제조업의 서비스화 모델 구축)
2016. 04. - 2017. 09. “Development of a Vessel Energy Efficiency Prediction Model Using Data Analytics,” Korean Register, Korea, Investigator.
(빅데이터 분석 기술을 이용한 선박 운항효율 예측모델 개발)
2014. 05. - 2017. 04. “Development of a System Informatics-based New Service Development (SI-NSD) Framework,” National Research Foundation of Korea, Korea, Investigator.
(시스템 인포매틱스 기반의 신서비스 개발 체계 구축)
2013. 06. - 2015. 05. “Development of New Service Concepts for Driving Safety Enhancement,” Korea Transportation Safety Authority, Korea, Investigator.
(안전 운전 서비스 컨셉 개발)
2012. 01. ~ 2012. 04. “Development of Customer-centric VRM Service Concepts,” KIA Motors Corp., Investigator.
(고객 친화형 VRM 서비스 컨셉 개발)
2011.2 ~ 2011.11. “Development of an UX Evaluation Scheme for Product-Service Systems,” Samsung Electronics, Investigator.
(제품 및 서비스에 대한 UX 요소화 및 UX 요소 평가 프레임워크 개발)