Dept. of Industrial & Management Systems Engineering / Big Data Analytics
Education
- Ph.D. in Engineering, Seoul National University, 2012
Dissertation Title: Development of Discrete Choice Model Considering the Budget Allocation Stage:
Focusing on Multi-stage and Multi-category Cases with Outside goods (Adviser: Jongsu Lee)
- B.S. in Mathematics, Korea Advanced Institute of Science and Technology (KAIST), 2007
Minor in Business Economics
Work Experience
- Associate Professor, Department of Industrial and Management Systems Engineering,
Department of Big Data Analytics,
College of Engineering, Kyung Hee University, 2020.03 - present
- Assistant Professor, Department of Industrial and Management Systems Engineering,
College of Engineering, Kyung Hee University, 2016.09 - 2020.02
- Research Fellow, Environmental Policy Research Group,
Korea Environment Institute, 2015.07 - 2016.08
- Research Scholar, Center for Transportation Research,
University of Texas at Austin, 2013.09 - 2015.06
- Part-Time Lecturer, Technology Management, Economics and Policy Program (TEMEP),
College of Engineering, Seoul National University, 2012.09 - 2013.08
- Senior Researcher, Seoul National University Engineering Research Institute,
Seoul National University, 2012.09 - 2013.08
Professor
Jungwoo Shin received a B.S. in mathematics from the Korea Advanced Science and Technology, Daejeon, Korea, and a Ph.D. from the Technology Management, Economics, and Policy Program at Seoul National University, Korea. He is now an associate professor at the Department of Industrial and Management Systems Engineering, Department of Applied Bigdata Systems Engineering, Kyung Hee University, Korea. His research interests include demand forecasting and the economic impacts of new products, service and R&D management, and consumer behavior
Current Researchers
Solji Nam (남솔지)
- Ph.D. Candidate, Dept. of Industrial Engineering, 2019. 03 - present
- M.S., Department of Statistics, Yeungnam University
Master Thesis: Estimation for the Weibull Distribution under Progressive Type-I Interval Censoring
- Research Interest: Renewable Energy and Censoring method
- Email: sjnam@khu.ac.kr
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Won Houng Seo (서원형)
- Ph.D. student(Part-time), Dept. of Big Data Analytics, 2021. 03 - present
- Head of Office, Industry Policy Team, Korea Display Industry Association
- M.S., Dept. of General Management Graduate School of Business Administration,
Kyung Hee University, 2018.03 - 2020.08
Master Thesis:
- Research Interest: Utilization and Solutions of Machine Learning in Manufacturing
- Email: ppangse21@naver.com
Hanseul Jo (조한슬)
- Ph.D. student, Dept. of Big Data Analytics, 2022. 09 - present
- M.S., Dept. of Big Data Analytics, Kyung Hee University, 2020.09 - 2022.08
Master Thesis: SFA와 동적 패널 연계 모형 구축을 통한 국가별 탄소 중립 이행전략 분석
- B.S., Industrial Engineering/College of Foreign Language & Culture, Kyung Hee University, 2020.02
- Research Interest: Technology evaluation and Policy analysis
- Email: johansle@khu.ac.kr
Changeun Park (박찬근)
- Ph.D. student, Dept. of Big Data Analytics, 2020. 09 - present
- M.S., Dept. of Big Data Analytics, Kyung Hee University, 2021.03 - 2022.08
Master Thesis: 수소-전기 에너지 시장 연계를 통한 친환경차 및 에너지 수요 예측
- B.S., Industrial Engineering, Kyung Hee University, 2021.02
- Research Interest: Technology evaluation and Demand Forecasting
- Email: anyplepark@khu.ac.kr
Jeongmin Shin (신정민)
- Ph.D. student, Dept. of Big Data Analytics, 2023. 09 - present
- M.S., Dept. of Big Data Analytics, 2021. 09 - 2023.08
Master Thesis: 천연가스 공급안정성 향상에 대한 경제적 가치평가: 조건부가치측정법을 중심으로
- B.S., Dept. of Nuclear Engineering, Kyung Hee University
- Research Interest: Technology evaluation and Market analysis
- Email: jmsin87@khu.ac.kr
Jooah Kim (김주아)
- M.S. student, Dept. of Industrial Engineering, 2021. 03 - present
- B.S., Dept. of Business Administration/Dept. of Statistics, Sungshin Women's University, 2021.02
- Research Interest: Demand forecasting and Consumer Preference Analysis
- Email: ss60644@khu.ac.kr
Jaekyun Park (박재균)
- M.S. student, Dept. of Big Data Analytics, 2022. 03 - present
- B.S., Dept. of International Studies, Kyunghee University, 2022.02
- Research Interest: Financial Engineering and Portfolio Management
- Email: jkp9868@khu.ac.kr
Taehyeong An (안태형)
- M.S. student, Dept. of Industrial Engineering, Kyung Hee University, 2022.03 - present
- B.S., Dept. of Industrial Engineering, Sungkyul University, 2022.02
- Research Interest: Exploring the Dynamics of Momentum Strategies in Financial Markets
- Email: ath0217@khu.ac.kr
Undergraduate Students
- 정효진/김승범/곽승환, 2017.03 - 2017.08
- 김경아, 2017. 09 - 2018.06
- 권륜현/고성민/이지은, 2018. 03 - 2018.08
- 김승우, 2018. 09 - 2018.12
- 김호성/이지호/이근영/정예은/안현주, 2019. 09 - 2019.12
- (1) 구민진/박찬근/신동철/조한슬, 2020. 01 - 2020.11
(2) 김호성/이근영/유이경/신지훈, 2020. 01 - 2020.11
- 박재민, 2020.11 - 2021.07
- 조경모, 2021.08 - 2021.12
- 신승호, 2022.01 - 2022.06
- 김형준/박서형, 2024.04 - present
Alumni
Myoungjin Oh (오명진)
- Research Fellow, Korea Environment Institute(KEI, 한국환경연구원), 2024. 01 - present
- Post-Doctor, Dept. of Industrial Engineering, Kyung Hee University, 2023. 03 - 2023.12
- Ph.D., Dept. of Industrial Engineering, Kyung Hee University, 2019. 09 - 2023.02
Doctoral Thesis: Development of choice model considering ownership strategies over time
: Focusing on tradable products and services
- M.S., Dept. of Industrial Engineering, Kyung Hee University, 2018.03 - 2019.08
Master Thesis: A study on estimation of economic benefits considering uncertainty
: Focused on public offering R&D projects(불확실성을 고려한 경제적 편익 추정방안 연구)
- B.S., Industrial Engineering, Kyung Hee University, 2018.02
- Research Interest: Discrete Choice, Economic Valuation&Feasibility Analysis, Outcomes Research
- Email: bristo94@khu.ac.kr
Kyuho Maeng (맹규호)
- Assistant professor, Dept. of Industrial Engineering, Kumoh National Institute of Technology,
2023.03 - present
- Associate Research Fellow, Korean Institute for Defense Analyses, 2020.12 - 2023.02
- Visiting Researcher at TMlab. 2018. 03 - 2019.02
- Research Interest: Technology management and strategy
- Email: maengo@kumoh.ac.kr
Baek Jeong (정백)
- Post-Doctor, University-Industry Cooperation Foundation, Kyung Hee University,
2024.03 - present
- Ph.D., Dept. of Big Data Analytics, Kyung Hee University, 2020. 09 – 2024.02
Doctoral Thesis: NLP-based Recommendation Approach for Diverse Service Generation
- M.S., Dept. of Child & Family Studies, Kyung Hee University, 2019.03 - 2020.08
Master Thesis: 대학생의 전공만족도와 취업스트레스 간의 관계: 가족지지 및 친구·선배지지의 조절효과
- B.S., Dept. of Child & Family Studies, Kyung Hee University, 2019.02
- Research Interest: User-Centric AI and Digital Me
- Email: ylbaek@mensakorea.org
Jeongbin Lee (이정빈)
- Researcher, NICE 평가정보, 2024.01 - present
- M.S., Dept. of Big Data Analytics, Kyung Hee University, 2021. 09 - 2023.08
Master Thesis: 그린워싱 개선 영향요인 분석을 통한 기업의 ESG 전략 가치평가
- B.S., English Language and Literature, (minor) Culture and Communication Studies,
Ajou University, 2021.02
- Research Interest: Sustainability, Economic valuation and Feasibility
analysis, Demand forecasting
- Email: wdqs97@khu.ac.kr
Sungmin Ko (고성민)
- Pursuing a Ph.D. in Seoul University (Tech Policy & Management for Sustainable
Development Lab.)
- Researcher, Science and Technology Policy Institute (STEPI, 과학기술정책연구원)
- M.S., TMLab., Kyung Hee University, 2019.03 - 2020.08
Master Thesis: Demand forecasting fuel cell electric vehicle market based on optimizing infrastructure
: Development of an integration model of traffic big data and choice experiment
(인프라 입지 최적화를 통한 수소연료자동차 시장수요예측)
- B.S., Industrial Engineering, Kyung Hee University, 2019.02
- Research Interest: Nonmarket valuation and Policy analysis
- Email: sungmine03@khu.ac.kr
Woojae Kim (김우재)
- Pursuing a Ph.D. in Yonsei University (Technology Management & Policy Lab.)
- M.S., TMLab., Kyung Hee University, 2018.09 - 2020.08
Master Thesis: Top-down integrated demand forecasting based on development of semiconductor equipment
parts inventory management system
(상하향식 통합 수요예측 기반 반도체 설비부품 재고관리 시스템 개발)
- B.S., Industrial Engineering, Kyung Hee University, 2018.08
- Research Interest: Pro-environmental technology evaluation and Demand forecasting
- Email: dhkdndnwo@khu.ac.kr
Soyoung Park (박소영)
- M.S., TMLab., Kyung Hee University, 2020.03 - 2022.02
Master Thesis: 이산연속모형과 기계학습 기반 친환경차 보조금 분배 모듈 개발
: 수요세분화를 통한 효율적 FCEV 보조금 정책
- B.S., Industrial Engineering, Kyung Hee University
- Research Interest: Policy analysis and Demand forecasting
- Email: sysy@khu.ac.kr
안현주
- Research Assistant at TMlab. 2020. 03 - 2020.08
- Research Interest: Demand forecasting and Market Strategy of New
Products/Services
- Email: jju616@khu.ac.kr
권륜현
- Hyundai Motor Company
- Research Assistant at TMlab. 2018. 03 - 2018.08
- Research Interest:
- Email:
김경아
- Pursuing a Ph.D. in Seoul National University (TEMEP)
- Research Assistant at TMlab. 2017. 09 - 2018.06
- Research Interest:
- Email: