"2025년 콘텐츠가치평가 데이터 관리체계 구축 및 모형개선 연구", Korea Creative Content Agnecy, 2025.4 - 2025.11
“콘텐츠가치평가 경제성 평가모형 개선연구(영화, 방송, 애니메이션)”, Korea Creative Content Agnecy, 2024.5 - 2024.11
“A Study on the Use of AI in Logistics”, Korea Integrated Logistics Association, 2024.5
물류유통분야 AI역량강화 지원사업 산업현황 조사
“A Study on the Use of AI in Logistics”, Korea Integrated Logistics Association, 2023.7
물류 AI융합 동향 조사
“Analysis of the Degradation Pattern of a Battery”, Solvey Korea, 2021.12 - 2022.6
배터리 수명 주기와 요인 분석을 위한 솔루션 개발
“Development of a Call Volume Prediction Model for UBASE”, UBASE, 2021.7 - 2021.9
UBASE의 인입콜 예측 표준모델 개발
"Development of Recommendations for the Digital Transformation of Industrial Value Chains in the Belarusian Machine Building Sector”, KDI, 2021.1 - 2021.8
밸라루스 기계제조업 산업가치사슬의 디지털 전환 방안
"Development of a Recommendation System for KT Olleh TV ICP”, Alticast, 2019.9 - 2020.1
KT Olleh TV 지능형 편성 플랫폼 (ICP)을 위한 추천 시스템 개발
"Development of a Bottom-up Model for Measuring GHG Emissions in Transportation Sector"
교통분야 온실가스 배출량 추정을 위한 상향식 모델 개발
"Development of an Integrated Evaluation Model for SBC”, Korea SMEs and Startup Agency, 2018.11 - 2018.12
원스톱 일관지원을 위한 통합 평가 모형 개발
"A Study about Progress in Artificial Intelligence of Korea”, National Information Society Agency, 2018.10 - 2018.12
우리나라의 AI 분야 수준 조사
"Analysis of Job Quality and Job Creation Factor in KyungNam Province", Bank of Korea, 2016.10 - 2016.12
"Value Chain Analysis and Market Forecasting of Solar Power Industry", Huyndai Research Institute, 2012.9 - 2012.12
"A Study of an Optimized Energy Mix Planning Regarding National Energy Security", Korea Gas Corporation, 2011.7 - 2012.6
Mid-Career Researcher Award, "Integration of a multi-criteria decision analysis and reinforcement learning, and its industrial applicaitons", National Research Foundation of Korea, 2024.6 - 2027.5
파레토 최적 학습을 위한 다기준 의사결정 분석과 인공지능 강화학습의 통합 방법론 및 산업 비즈니스 응용문제의 적용
Research Grant, "Artificial Intelligence-based Model for Optimizing Multi-attribute Bidding Strategies in a Crowdshipping Platform", Jeonsuk Logistics Foundation, 2024.1 - 2024.12
클라우드 배송 플랫폼에서 최적의 다중 속성 입찰전략 수립을 위한 인공지능 모형 개발
AI Technology Commercialization Support Program, "Development of AI Dynamic Pricing Solution for Smart Mobility Service", Grovy & Seoul Business Agency, 2023.9 - 2024.8
스마트 모빌리티를 위한 AI Dynamic Pricing (동적 가격 결정) 솔루션 개발
Mid-Career Researcher Award, "An Integrated Approach for Analyzing Multiple Time-series and the Value of Data Quality in the Case of BPO Firms", National Research Foundation of Korea, 2022.7 - 2024.6
BPO 기업모형을 고려한 다수 시계열 데이터의 통합 분석 방법론과 데이터 정합성의 가치 평가
General Research Program Award, “Structured Reinforcement Learning Methods for a Supply Chain Inventory Replenishment System with Operational Constraints”, National Research Foundation of Korea, 2022.6 - 2024.8
다수의 운영제약을 갖는 공급망 재고관리 문제에서의 구조적 강화학습 적용 기술 연구
General Research Program Award, “Reinforcement Learning Methods for Industrial Applications with Operational Constraints”, National Research Foundation of Korea, 2020.6 - 2022.2
다수의 운영제약을 포함하는 산업 응용문제에서의 강화학습 적용 기술 연구
Mid-Career Researcher Award, "A Data-Driven Learning Model for Predicting Demand Uncertainty and Newsvendor Inventory Optimization with Time-varying Price", National Research Foundation of Korea, 2021.7 - 2022.6
데이터 기반 학습모형을 활용한 수요 불확실성의 추정과 가격변동을 고려한 Newsvendor 재고 최적화
Young Researcher Award, "Designing a Bidding Strategy for Virtual Power Plants based on Learning-based Newsvendor Models and Evaluating the Use of Big Data", National Research Foundation of Korea, 2019.5 - 2020.8
Research Grant, "A Study on a Digital Freight Brokerage Platform Utilizing Artificial Intelligence", Jeonsuk Logistics Foundation, 2019.1 - 2019.12
인공지능 기술을 활용한 디지털 물류 중개 플랫폼 연구
Budding Interdisciplinary Research Award, "Analysis of Global Demand for Climate Change Adaptation Technologies using Big Data Analytics and Evaluation of Internal Capabilities", National Research Foundation of Korea, 2017.11 - 2019.10
빅데이터를 활용한 글로벌 기후변화 적응기술 수요 분석과 국내 기술역량 평가
Budding Interdisciplinary Research Award, "Environmental Costs vs. System Reliability in Power Generation -Evaluation of Renewable Energy's Role in a Long-term Electricity Generation Plan", National Research Foundation of Korea, 2016.11 - 2018.10
Young Researcher Award, "Centralized Approach for Allocating Carbon Emission Permits and the Evaluation of Coordination Schemes based on the Fair Allocation Rules", National Research Foundation of Korea, 2016.5 - 2017.4
Budding Interdisciplinary Research Award, "Strategies for Advancing the Reverse Mortgage in Korea to Maximize Market Participants Utilities", National Research Foundation of Korea, 2015.11 - 2017.10
Young Researcher Award, "A DEA-based Model for Allocating Emission Permits and the Evaluation of Permit Allocations in Korea", National Research Foundation of Korea, 2015.5 - 2016.4
Young Researcher Award, "Creating Shared Value based on Supply Chain Coordination Mechanisms: Focusing on the Carbon Emission Trading System", National Research Foundation of Korea, 2014.5 - 2015.4
Budding Interdisciplinary Research Award, "Forecasting Longevity Risk and Modeling Efficient Pension Plan in Korea", National Research Foundation of Korea, 2013.9 - 2015.8
Young Researcher Award, "A Feasibility Evaluation of the RPS Policy using Diffusion Models and Its Impact on Long-term Generation Mix in Korea", National Research Foundation of Korea, 2013.5 - 2014.4
Research Grant, "Analysis of Carbon Trading Scheme and Its Impacts on Logistics Strategies", Jeonsuk Logistics Foundation, 2013.2 - 2013.12