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이화여자대학교 건축공학과에서 학부, 석사, 박사를 졸업한 후 미국 Texas A&M 대학교에서 박사후연구원을 거쳐, 미국 네바다 주립대학교(University of Nevada, Las Vegas)에서 3년 반 동안 조교수로 근무하였다. ‘Human’-‘Technology’-‘Built Environment’ Interaction을 목표로 AI 기반의 비정형 건설 데이터 분석 연구, 자연어 처리(Natural Language Processing, NLP) 및 Large Language Models (LLMs) 활용 연구, 건설현장의 VR/AR 도입 연구, Wearable sensing 기반의 건물 재실자 쾌적도 향상 연구 등 건물의 생애주기단계별로 발생하는 건설관리 현안들을 지능형 스마트 기술을 통해 해결하는 다양한 연구를 진행해오고 있다.
| 2003 – 2008 | 이화여자대학교 건축학과 공학사 / 경영학과 경영학사 |
| 2008 – 2010 | 이화여자대학교 건축학과 공학석사 |
| 2014 – 2018 | 이화여자대학교 건축도시시스템공학과 공학박사 |
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| 2021 – 2024. 8 | University of Nevada, Las Vegas (UNLV) 조교수 |
| 2019 – 2020 | Texas A&M University 박사후연구원 |
| 2010 – 2013 | 한미글로벌 건설전략연구소 전임연구원 |
| 2010 | CB Richard Ellis (CBRE) Korea 인턴 |
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| Ko, T., Lee, J. *, & David Jeong, H. (2024). Project Requirements Prioritization through NLP-Driven Classification and Adjusted Work Items Analysis. Journal of Construction Engineering and Management, 150(3), 04023171. |
| Ko, T., Jeong, H. D., and Lee, J.* (2023). Natural Language Processing-Driven Similar Project Determination Using Project Scope Statements. Journal of Management in Engineering, 39(3), 04023005. https://ascelibrary.org/doi/10.1061/JMENEA.MEENG-5229 (Featured in the Editor’s Choice section of the ASCE Journal of Management in Engineering) |
| Oh, J., Wong, W., Castro-Lacouture, D., Lee, J., and Koo, C. (2023). Indoor environmental quality improvement in green building: Occupant perception and behavioral impact. Journal of Building Engineering, 69, 106314. https://doi.org/10.1016/j.jobe.2023.106314 |
| Koo, C., Si, K., Li, W., and Lee, J.* (2022). Integrated approach to evaluating the impact of feed-in tariffs on the life cycle economic performance of photovoltaic systems in China: A case study of educational facilities. Energy, 254, 124302. https://doi.org/10.1016/j.energy.2022.124302 |
| Lee, J., Ham, Y., and Yi, J., (2021). “Construction Disputes and Associated Contractual Knowledge Discovery Using Unstructured Text-Heavy Data: Legal Cases in the United Kingdom”. Sustainability (MDPI), 13(16), 9403. https://doi.org/10.3390/su13169403 |
| Lee, J. and Ham, Y. (2021). “Physiological sensing-driven personal thermal comfort modeling in consideration of occupant activity variations.” Building Research & Information (Taylor & Francis). https://doi.org/10.1080/09613218.2020.1840328 |
| Lee, J., Ham, Y., Yi, J., and Son, J. (2020). “Effective risk positioning through automated identification of missing contract conditions from the contractor’s perspective: based on the FIDIC contract cases”. Journal of Management in Engineering (ASCE). https://doi.org/10.1061/(ASCE)ME.1943-5479.0000757 |
| Hwang, S., Lee, J., Yi, J., and Kim, M. (2019). “Korean Public Rental Housing for Residential Stability of the Younger Population: Analysis of Policy Impacts using System Dynamics”. Journal of Asian Architecture and Building Engineering (Taylor & Francis). 18(3). https://doi.org/10.1080/13467581.2019.1615494 |
| Lee, J., Yi, J., and Son, J. (2018). “Development of an automatic-extraction model of poisonous clauses in international construction contracts using rule-based NLP.” Journal of Computing in Civil Engineering (ASCE). 33(3). https://doi.org/10.1061/(ASCE)CP.1943-5487.0000807 |
| Lee, J. and Yi, J. (2017). “Predicting project’s uncertainty risk in the bidding process by integrating unstructured text data and structured numerical data using text mining.” Applied Sciences (MDPI). 7(11). https://doi.org/10.3390/app7111141 |
| Sung, Y., Lee, J. *, Yi, J., and Son, J. (2017). “Establishment of growth strategies for international construction firms by exploring diversification-related determinants and their effects.” Journal of Management in Engineering (ASCE). 33(5). https://doi.org/10.1061/(ASCE)ME.1943-5479.0000529 |
| Yi, J., Kim, Y., Lim, J., and Lee, J. (2017). “Activity-based life cycle analysis of a curtain wall supply for reducing its environmental impact.” Energy and Buildings (Elsevier), 138, 69-79. https://doi.org/10.1016/j.enbuild.2016.11.061 |
* Corresponding Author
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| Broadening Equitable, Affordable, and Health-Promoting Access to Energy Efficient Housing National Science Foundation (NSF), USA (Role: Principal investigator, PI) |
| Worksite-specific Safety Training Environments with Augmented Reality National Science Foundation (NSF), USA (Role: Principal investigator, PI) |
| Improving STEM Student Fundamental Math Skills with Tailored Activity-Based Instruction National Science Foundation (NSF), USA (Role: Senior Personnel) |
| Human-as-a-Sensor (HaaS) for thermal comfort-driven building HVAC operations University of Nevada, Las Vegas, USA (Role: Principal investigator, PI) |
| Real-time sensing of thermal comfort and indoor air quality (IAQ) in long-term care facilities University of Nevada, Las Vegas, USA (Role: Principal investigator, PI) |
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