주요학력 (Education)

· 박사: Purdue University, Civil Engineering (Construction), 2018-2022

· 석사: 서울대학교, 건축학과 (건설관리 및 시공), 2013-2015

· 학사: 연세대학교 건축공학과, 2009-2013

주요경력 (Professional Position)

· Assistant Professor: University of Dayton, Department of Civil and Environmental Engineering and Engineering Mechanics, 2022-2023

· RA/TA: Purdue University, Department of Civil Engineering, 2018-2022

· 대리: ITM코퍼레이션, 종합기술연구소, 2014-2018

연구과제 (Research Project)

· Enhancing Vigilance Toward Safety Hazards Using a Self-directed Learning Environment with AI and AR (2023-2026), National Science Foundation (NSF), Co-PI

· Risk-based Construction Inspection and Documentation (2019-2022), South Carolina DOT, RA

· Automate the Generation of Construction Checklists (2019-2020), Indiana DOT, RA

· Mapping the Underworld of Buried Utilities-A Hybrid Sensing Approach (2018-2019), National Science Foundation (NSF), RA

· 캄보디아 한국친화형 CM업무 매뉴얼 개발 (2014-2015), 한국건설관리협회, 참여연구원

· 역사도시 건축문화재 통합 재해예방 관리 시스템 구축 (2013-2014), 문화재청, 참여연구원

국제저널논문 (Journal Article)

· Jeon, J., & Cai, H. (2023). “Wearable EEG-based Construction Hazard Identification in Virtual and Real Environments: A Comparative Study”. Safety Science, 165, https://doi.org/10.1016/j.ssci.2023.106213

· Jeon, J., Zhang, Y., Yang, L., Xu, X., Cai, H. & Tran, D. (2023). “Risk Breakdown Matrix for Risk-basedInspection of Transportation Infrastructure Projects”. Journal of Construction Engineering and Management, 149(4), 04023007. https://doi.org/10.1061/JCEMD4.COENG-12783

· Pampana K. A., Jeon, J., Yoon, S., Weidner J. T., & Hastak, M. (2022). “   Data-Driven Analysis for Facility Management in Higher Education Institution”. Buildings, 12(12), 2094. https://doi.org/10.3390/buildings12122094

· Li, J., Jawadwala, H., Pan, A., Jeon, J., Lin, Y., Hasheminasab M., Yin, H., Habib, A., Cai, H., & Qu, M. (2022). “Digital Reconstruction and Restoration of Architectural Heritage: SAMARA House”. Technology| Architecture+ Design, 6(2), 232-245. https://doi.org/10.1080/24751448.2022.2116243

· Jeon, J., & Cai, H. (2022). “Multi-class Classification of Construction Hazards via Cognitive States Assessment using Wearable EEG”. Advanced Engineering Informatics, 53, 101646. https://doi.org/10.1016/j.aei.2022.101646

· Jeon, J., & Cai, H. (2021). “Classification of construction hazard-related perception using: Wearable electroencephalogram and virtual reality”. Automation in Construction, 132, 103975. https://doi.org/10.1016/j.autcon.2021.103975

· Jeon, J., Padhye, S., Bhattacharyya, A., Cai, H., & Hastak, M. (2022). “Impact of COVID-19 on the U.S. Construction Industry as Revealed in the Purdue Index for Construction (Pi-C)”. Journal of Management in Engineering, 38(1), 04021082. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000995

· Jeon, J., Padhye, S., Yoon, S., Cai, H., & Hastak, M. (2021). “Identification of Metrics for the Purdue Index for Construction Using Latent Dirichlet Allocation”. Journal of Management in Engineering, 37(6), 04021067. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000968

· Xu, X., Jeon, J., Zhang, Y., Yang, L., & Cai, H. (2021). “Automatic Generation of Customized Checklists for Digital Construction Inspection”. Transportation Research Record, 0361198121995825. https://doi.org/10.1177/0361198121995825

· Jeon, J., Xu, X., Zhang, Y., Yang, L., & Cai, H. (2021). “Extraction of Construction Quality Requirements from Textual Specifications via Natural Language Processing”. Transportation Research Record, 03611981211001385. https://doi.org/10.1177/03611981211001385

· Yoon, S., Jeon, J., Cai, H., & Hastak, M. (2021). “Verification and Validation Framework for Purdue Index for Construction”. Journal of Management in Engineering, 37(1), 04020090. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000850

· Cai, J., Jeon, J., Cai, H., & Li, S. (2020). “Fusing Heterogeneous Information for Underground Utility Map Generation Based on Dempster-Shafer Theory”. Journal of Computing in Civil Engineering, 34(3), 04020013. https://doi.org/10.1061/(ASCE)CP.1943-5487.0000892

국제학회논문 (Conference Paper)

· Jeon, J., & Cai, H. (2022). “A Framework for EEG-based Ubiquitous Hazard Identification and Proactive Safety Management”. In Construction Research Congress 2022: Advanced Technologies and Data Analytics (pp. 145-153). Reston, VA: ASCE. https://doi.org/10.1061/9780784483961.016

· Zhang, C., Kim, J., Jeon, J., Xing, J., Ahn, C., Tang, P., & Cai, H. (2021). “Toward Integrated Human-machine Intelligence for Civil Engineering: An Interdisciplinary Perspective”. Computing in Civil Engineering 2021. 279-286. ASCE. https://doi.org/10.1061/9780784483893.035

· Xu, X., Cai, H., & Jeon, J. (2020). “Classifying Semantic Relationships of Utility-Specific Terminologies via LSTM Networks along Shortest Dependency Paths”. In Construction Research Congress 2020: Computer Applications (pp. 372-379). Reston, VA: ASCE. https://doi.org/10.1061/9780784482865.040

· Jeon, J., Cai, H., Yu, D., & Xu, X. (2020). “Identification of Safety Hazards Using Wearable EEG”. In Construction Research Congress 2020: Safety, Workforce, and Education (pp. 185-194). Reston, VA: American Society of Civil Engineers. https://doi.org/10.1061/9780784482872.021

연구보고서 (Technical Report)

·Cai, H., Zhang, Y., Jeon, J., & Yang, L. (2022). “Risk-based Inspection” (No. FHWA-SC-22-03). South Carolina Department of Transportation. https://rosap.ntl.bts.gov/view/dot/66411

· Cai, H., Jeon, J., Xu, X., Zhang, Y., & Yang, L. (2020). “Automating the Generation of Construction Checklists” (No. FHWA/IN/JTRP-2020/23). Purdue University. Joint Transportation Research Program. https://doi.org/10.5703/1288284317273