Publications

International Journal Papers

(* graduate student advisees, ** undergraduate student advisees, *** post-doctoral fellow advised)

• [J44] Luo, Y., Choi, B., Umair, M., and Seo, J. (2026) “Construction Workers’ Risk Perception: A Review of Influencing Factors, Measurement Approaches, and Intervention Strategies”, Journal of Management in Engineering (in review)
• [J43] Sung, J., Lee, K., Kim, N., Choi, B., and Jeon, J. (2026) “Contactless Detection and Classification of Construction Workers’ Stress using remote Photoplethysmography (rPPG)”, Journal of Computing in Civil Engineering (in review)
• [J42] *Ban, J., Kim, H., Kim, D., Jeon, J., and Choi, B. (2026) “Site-Customized Synthetic Virtual Reality Data for Action Segmentation in Modular Installation Monitoring”, Engineering Applications of Artificial Intelligence (in review, Corresponding author)
• [J41] *Choi, H., Kim, J., and Choi, B. (2026) ”Explainable AI-Based Framework for 3D Structural As-Built Modeling of Aging Buildings in Korea Using Laser Scanning”, Engineering, Construction and Architectural Management, (in review, Corresponding author)
• [J40] **Yoo, J., Hwang, S., Seo, J., and Choi, B. (2026) “Feasibility of a Wearable 360° Camera for Personalized Proximity Warning on Construction Sites”, Journal of Construction Engineering and Management, Vol. 152, No. 6, 04026079, https://doi.org/10.1061/JCEMD4.COENG-17958 (Corresponding author)
• [J39] *Baek, J., *Ban, J., Kim, H., Kim. D., and Choi, B. (2025) “Dual-stream Transformer-based Activity Classification for Off-Site Construction Productivity Analysis”, Automation in Construction, Vol. 180, 106505, https://doi.org/10.1016/j.autcon.2025.106505 (Corresponding author)
• [J38] *Ban, J., Kim, T., Kim, D., and Choi, B. (2025) ”Feasibility of VR-Generated Synthetic Data for Automated Productivity Monitoring in Modular Construction”, Automation in Construction, Vol. 178, 106432, https://doi.org/10.1016/j.autcon.2025.106432 (Corresponding author)
• [J37] Jeong, D., Kim, K., Hwang, S., Ryu, J., and Choi, B. (2025) ”Assessing the Efficiency of Specialty Contractors in the Construction Industry Using DEA and Tobit Regression”, Journal of Asian Architecture and Building Engineering, Vol. 24, 100001, https://doi.org/10.1080/13467581.2025.2533207, (Corresponding author)
• [J36] Seo, W., Choi, B., and Kim, J. (2025) “Machine-learning algorithm for room labeling in architectural plans”, Science and Technology for the Built Environment, Vol. 31, No. 8, 1001-1017, https://doi.org/10.1080/23744731.2025.2538381
• [J35] Lee, M., Choi, B., Hwang, S. (2025) “Automatic Method to Predict Visual Pleasantness and Unpleasantness of Streetscapes and Identify Key Microscale Components for Improving Pedestrian Environments”, Developments in the Built Environment, Vol. 22, 100652, https://doi.org/10.1016/j.dibe.2025.100652
• [J34] Oh, J., Hong, S., Choi, B., Ham, Y., and Kim, H. (2025) “Integrating Text Parsing and Object Detection for Automated Monitoring of Finishing Works in Construction “, Automation in Construction, Vol. 174, 106139, https://doi.org/10.1016/j.autcon.2025.106139
• [J33] Saffari, S. F., Kim, D., and Choi, B. (2025) “Robotization of Miniature-Scale Radio-Controlled Excavator: A New Medium for Construction-Specific DNN Data Generation”, IEEE Access, Vol. 13, 17054-17067, https://doi.org/10.1109/ACCESS.2025.3532203
• [J32] Hong, S., Choi, B., Ham, Y., Jeon, J., and Kim, H. (2024) “Massive-Scale Construction Dataset Synthesis through Stable Diffusion for Machine Learning Training”, Advanced Engineering Informatics, Vol. 62, 102866, https://doi.org/10.1016/j.aei.2024.102866
• [J31] Kim, H., Lee, G., Ahn, H., and Choi, B. (2024) “Interpretable General Thermal Comfort Model based on Physiological Data from Wearable Bio Sensors: Light Gradient Boosting Machine (LightGBM) and SHapley Additive exPlanations (SHAP)”, Building and Environment, Vol. 266, 112127, https://doi.org/10.1016/j.buildenv.2024.112127 (Corresponding author)
• [J30] Bae, J., Choi, B., Krupka, E., and Lee, S. (2024) “Harnessing Project Identity and Safety Norm to Promote Construction Workers’ Safety Behavior: A Field Intervention Study”, Journal of Construction Engineering and Management Vol. 151, No 3, 14923, https://doi.org/10.1061/JCEMD4.COENG-14923
• [J29] Baek, F., Kim, D., Lee, G., Choi, B., and Lee, S. (2024) “Effect of Human EmotionalResponses on Human-Robot Team Productivity in Construction”, Automation in Construction, Vol. 166, 105608, https://doi.org/10.1016/j.autcon.2024.105608 (Invited Paper from the article at the International Conference on Construction Applications of Virtual Reality 2022)
• [J28] *Baek, J., Kim, D., and Choi, B. (2024) ”Deep learning-based automated productivity monitoring for on-site module installation in off-site construction”, Developments in the Built Environment, Vol. 18, 100382, https://doi.org/10.1016/j.dibe.2024.100382 (Corresponding author)
• [J27] *Moon, S., Kim, S., and Choi, B. (2024) “Comparative Feasibility Study of Physiological Signals from Wristband-Type Wearable Sensors to Assess Occupants’ Thermal Comfort”, Energy and Buildings, Vol. 308, 114032, https://doi.org/10.1016/j.enbuild.2024.114032 (Corresponding author)
• [J26] Kim, Y., Choi, B., Choi, M., Ahn, S., and Hwang, S. (2023) “Enhancing Pedestrian Perceived Safety through Walking Environment Modification Considering Traffic and Walking Infrastructure”, Frontiers in Public Health, Vol. 11 - 2023, 1326468, https://doi.org/10.3389/fpubh.2023.1326468
• [J25] Seo, W., Choi, B., Shin, D., and Kim, J. (2023) “Development of a quality management system for precast concrete factories” Journal of Civil Engineering and Management, Vol. 29, No. 5, 475-486, https://doi.org/10.3846/jcem.2023.19228
• [J24] *Choo, H., Lee, B., Kim, H., and Choi, B. (2023) “Automated detection of construction work at heights and deployment of safety hooks using IMU with a barometer “ Automation in Construction, Vol. 147, 104714, https://doi.org/10.1016/j.autcon.2022.104714 (Corresponding author)
• [J23] *Choo, H., Lee, B., Kim, J., and Choi, B. (2023) “Discovering Pathways to Improve Maintainability in Multifamily Residential Building Remodeling: Importance-Applicability-Analysis” Sustainable Cities and Society, Vol. 89, 104335, https://doi.org/10.1016/j.scs.2022.104335 (Corresponding author)
• [J22] *Shin, J., and Choi, B. (2022) “Design and Implementation of Quality Information Management System for Modular Construction Factory” Buildings 2022, Vol. 12, No. 5, 654, https://www.mdpi.com/2075-5309/12/5/654 (Corresponding author)
• [J21] ***Yoon, J., Kim, K., and Choi, B. (2022) “Methodology for Quantifying and Applying Nonworking Days to Planning and Scheduling for Determining Reasonable Construction Time” Journal of Management in Engineering, Vol. 38, No. 4, 04022023, https://doi.org/10.1061/(ASCE)ME.1943-5479.0001054 (Corresponding author)
• [J20] *Shin, J., *Moon, S., Cho, B., Hwang, S., and Choi, B. (2022) “Extended technology acceptance model to explain the mechanism of modular construction adoption” Journal of Cleaner Production, Vol. 342, 130963, https://doi.org/10.1016/j.jclepro.2022.130963 (Corresponding author)
• [J19] Choi, B. and Lee, S. (2022) “The psychological mechanism of construction workers’ safety participation: The social identity theory perspective” Journal of Safety Research Vol. 82, 194-206, https://www.sciencedirect.com/science/article/pii/S002243752200072X
• [J18] Lee, M., Hwang, S., Park, Y., and Choi, B. (2021) “Factors Affecting Bike-sharing System Demand by Inferred Trip Purpose: Integration of Clustering of Travel Patterns and Geospatial Data Analysis” International Journal of Sustainable Transportation, Vol. 16, No. 9, 847-860, https://doi.org/10.1080/15568318.2021.1943076
• [J17] Lee, G., Choi, B., Jebelli, H., and Lee, S. (2021) “Assessment of construction workers’ perceived risk using physiological data from wearable sensors: A supervised machine learning approach” Journal of Building Engineering, Vol. 42, 102824, https://doi.org/10.1016/j.jobe.2021.102824 (Corresponding author)
• [J16] Nam, S., ***Yoon, J., Kim, K., and Choi, B. (2020) “Optimization of prefabricated components in housing modular construction” Sustainability, Vol. 12 No. 24, 10269, https://doi.org/10.3390/su122410269 (Corresponding author)
• [J15] Lee, G., Choi, B., Jebelli, H., Ahn, C., and Lee, S. (2020) “Noise Reference Signal-based Denoising Method for EDA Collected by a Multimodal Wearable Biosensor from Fields” Journal of Computing in Civil Engineering, Vol. 34, No.6, 04020044, https://doi.org/10.1061/(ASCE)CP.1943-5487.0000927
• [J14] Lee, G., Choi, B., Jebelli, H., Ahn, C., and Lee, S. (2020) “Wearable Biosensor and Hotspot Analysis-based Framework to Detect Stress Hotspots for Advancing Elderly’s Mobility” Journal of Management in Engineering, Vol. 36, No.3, 04020010, https://doi.org/10.1061/(ASCE)ME.1943-5479.0000753
• [J13] Lee, G., Choi, B., Jebelli, H., Ahn, C., and Lee, S. (2020) “Wearable Biosensor and Collective Sensing-based Approach for Detecting the Elderly’s Environmental Barriers” Journal of Computing in Civil Engineering, Vol. 34, No.2, 04020002, https://doi.org/10.1061/(ASCE)CP.1943-5487.0000879
• [J12] Jebelli, H., Choi, B., and Lee, S. (2019) “Application of Wearable Biosensors at Construction Sites: Assessing Workers’ Stress” Journal of Construction Engineering and Management, Vol. 145, No.12, 04019079, https://doi.org/10.1061/(ASCE)CO.1943-7862.0001729
• [J11] Jebelli, H., Choi, B., and Lee, S. (2019) “Application of Wearable Biosensors to Construction Sites. Part II: Assessing Workers’ Physical Demand” Journal of Construction Engineering and Management, Vol. 145, No.12, 04019080, https://doi.org/10.1061/(ASCE)CO.1943-7862.0001710
• [J10] Ahn, C., Lee, S., Sun, C., Jebelli, H., Yang, K., and Choi, B. (2019) “Wearable sensing technology applications in construction safety and health”Journal of Construction Engineering and Management, Vol. 145, No.11, 03119007, https://doi.org/10.1061/(ASCE)CO.1943-7862.0001708
• [J09] Choi, B., Jebelli, H., and Lee, S. (2019) “Feasibility Analysis of Electrodermal Activity (EDA) Acquired from Wearable Sensors to AssessConstruction Workers’ Perceived Risk” Safety Science, Vol. 115, 110-120, https://doi.org/10.1016/j.ssci.2019.01.022
• [J08] Shen, W.,Choi, B., Tang, W., and Lee, S. (2018) “How to Improve Interface Management Behaviors in EPC Projects? : The Roles of FormalPractices and Social Norms” Journal of Management in Engineering, Vol. 34, No. 6, 04018032, https://doi.org/10.1061/(ASCE)ME.1943-5479.0000639
• [J07] Hwang, S., Jebelli, H., Choi, M., Choi, B., and Lee, S. (2018) “Measuring Workers’ Emotional State during Construction Tasks Using Wearable EEG” Journal of Construction Engineering and Management, Vol. 144. No. 7, 04018050, https://doi.org/10.1061/(ASCE)CO.1943-7862.0001506
• [J06] Choi, B.and Lee, S. (2018) “An Empirically Based Agent-Based Model of the Socio-Cognitive Process of Construction Workers’ Safety Behavior” Journal of Construction Engineering and Management, Vol. 144, No. 2, 04017102, https://doi.org/10.1061/(ASCE)CO.1943-7862.0001421
• [J05] Choi, B., Hwang, S., and Lee, S. (2017) “What Drives Construction Workers’ Acceptance of Wearable Technologies in the Workplace?: Indoor Localization and Wearable Health Devices for Occupational Safety and Health” Automation in Construction, Vol. 84, 31-41, https://doi.org/10.1016/j.autcon.2017.08.005
• [J04] Choi, B., Ahn, S., and Lee, S. (2017) “Construction Workers’ Group Norms and Personal Standards Regarding Safety Behavior: From the Social Identity Theory Perspective” Journal of Management in Engineering, Vol. 33, No. 4, 04017001, https://doi.org/10.1061/(ASCE)ME.1943-5479.0000511
• [J03] Choi, B. and Lee, S. (2017) “The Role of Social Norms and Social Identifications in Construction Workers’ Safety Behavior II: Group Analyses for the Effects of Cultural Backgrounds and Organizational Structures on Social Influence Process”Journal of ConstructionEngineering and Management, Vol. 143, No. 5, 04016125, https://doi.org/10.1061/(ASCE)CO.1943-7862.0001254
• [J02] Choi, B., Ahn, S., and Lee, S. (2017) “The Role of Social Norms and Social Identification in Construction Workers’ Safety Behavior I: A Theoretical Model of Safety Behavior under Social Influence,” Journal of Construction Engineering and Management, Vol. 143, No.5, 04016124, https://doi.org/10.1061/(ASCE)CO.1943-7862.0001271
• [J01] Choi, B., Lee, H.S., Park, M., Cho, Y. K., and Kim, H. (2014) “Framework for Work-Space Planning Using Four-Dimensional BIM in Construction Projects” Journal of Construction Engineering and Management, Vol. 140, No. 9, 04014041, https://doi.org/10.1061/(ASCE)CO.1943-7862.0000885

Domestic Journal Papers

• [D06] 최화정, 조봉호, 최병주 (2026) “모듈러 공동주택 POE 사례 비교를 통한 거주자 만족도 영향요인 분석: 모듈러 공동주택 발전 단계의 5개 대표 사례를 중심으로”, 한국건설관리학회 논문집, 27(4), 53-61
• [D05] 김현수, 황성주, 김성덕, 최병주 (2025) “AHP 기반 건설안전관리 수준평가 항목에 따른 사고위험요인 중요도 분석: 주체별 안전관리 전략 수립”, 한국건설안전학회 논문집, 8(1), 1-6
• [D04] 최병주 (2023) “건설 작업자 프로젝트 동일시와 그룹 규범이 안전행동에 미치는 영향에 대한 행위자 기반 모형”, 한국 건설자동화 로보틱스학회 논문집, 3(2), 1-8
• [D03] 오지현, 김혜기, 최병주, 김선숙 (2022) “월별 에너지 사용량 패턴 분석을 통한 업무시설 에너지 절감 방안 도출”, 대한건축학회논문집 38(5), 138~146
• [D02] 김태완, 박성훈, 최병주, 강영철, 박경모, 정운성, 구충완 (2022) “4차산업혁명 건설기술에 대한 학생, 교수, 실무종사자인식 차이 조사 “ 한국건설관리학회 논문집 23(3), 095~103
• [D01] 최병주, 이현수, 박문서, 김현수, 황성주 (2013) “ 4D BIM 기반의 건설프로젝트 작업공간 계획 프로세스.” 한국건설관리학회 논문집, 14(5), 175- 187

International Conference Papers

• [C13] Park, F., Kim, D., Lee, G., Choi, B., and Lee, S. (2022) “Emotional Response Modeling for Human-Robot Collaboration in Construction”, 22nd International Conference on Construction Applications of Virtual Reality (CONVR2022), Seoul, Korea (Best Paper Award)
• [C12] Choi, B. and Lee, S. (2021) “Impact of the Dynamicity of Workgroup Changes on Social Influence of Construction Workers’ Safety Behaviors” International Conference on Computing in Civil Engineering, Orlando, FL.
• [C11] Choi, B., Lee, G., and Lee, S. (2019) “Assessing Workers’ Perceived Risk During Construction Task Using A Wristband-Type Bio-Sensor” Creative Construction Conference, Budapest, Hungary
• [C10] Choi, B., Lee, G., Ahn, C., and Lee, S. (2019) “Feasibility of Wearable-Based Collective Sensing to Detect Environmental Barriers for Facilitating the Elderly’s Mobility” International Conference on Smart Infrastructure and Construction, Cambridge, United Kingdom
• [C09] Choi, B., Lee, G., Jebelli, H., Ahn, C., and Lee, S. (2019) “Reference Signal based Method to Remove Respiration Noise in Electrodermal Activity (EDA) Collected from the Field” International Workshop on Computing in Civil Engineering, Atlanta, GA
• [C08] Choi, B., Jebelli, H., Kim, H., and Lee, S. (2018) “Feasibility Study of a Wristband-type Wearable Sensor to Understand Construction Workers’ Physical and Mental Status” Construction Research Congress, New Orleans, LA
• [C07] Choi, B., Shen, W., Lee, S., and Tang W. (2018) “Effects of Formal Practices and Teamwork on Interface Management Performance in Large-Scale Construction Projects” Construction Research Congress, New Orleans, LA
• [C06] Choi, B. and Lee, S. (2017) “Impact of the Strictness and Cohesiveness of Management Feedback on Construction Workers’ Safety Behavior – Agent-Based Modeling and Simulation” International Conference on Simulation and Modeling Methodologies, Technologiesand Applications, Madrid, Spain
• [C05] Choi, B. and Lee, S. (2017) “Modeling the Effect of a Socio-Psychological Process on Construction Workers’ Safety Behavior” InternationalWorkshop on Computing in Civil Engineering, ASCE, Seattle, WA
• [C04] Choi, B. and Lee, S. (2016) “How Social Norms Influence Construction Workers’ Safety Behavior: A Social Identity Perspective” Construction Research Congress, San Juan, Puerto Rico
• [C03] Choi, B., Ahn, S., and Lee, S. (2015) “Understanding Group Norms Influence and Social Identification Influence in on Construction Workers Safety Behavior” 12th International Organization, Technology, and Management in Construction Conference, Primosten, Croatia
• [C02] Choi, B., Ahn, S., and, Lee, S. (2015) “Investigation on Construction Workers’ Social Norms and Managers’ Desired Norms Regarding Absence: Preliminary Results from a Norm Elicitation Technique” CSCE International Construction Specialty Conference, Vancouver, Canada.
• [C01] Kim, H., Park, M., Lee, H.S. and Choi, B., (2013) “Automated Information Retrieval for Hazard Identification in Construction Site” InternationalWorkshop on Computing in Civil Engineering, ASCE, LA, CA.

Domestic Conference Papers

• [DC07] 최화정, 박현진, 최병주 “노후건축물 유지관리를 위한 3D 구조 As-built 모델 제작: 머신러닝을 기반으로”, 한국건설관리학회 학술발표대회, 제주, 대한민국 (우수논문상 수상)
• [DC06] 반지윤, 최병주 “모듈러 건축의 생산성 모니터링을 위한 가상현실 합성데이터 활용 타당성 분석”, 대한건축학회 추계학술발표대회, 경주, 대한민국 (우수논문상 수상)
• [DC05] 전익환, 최병주 “조직시민행동에 대한 관리적 요소의 역할: 프로젝트 동일시의 매개효과를 중심으로 “, 한국건설관리학회 정기학술발표 대회, 고성, 대한민국
• [DC04] 반지윤, 백종연, JoonOh Seo, 최병주 “컴퓨터 비전 기반 모듈러 건축 생산성 모니터링을 위한 가상현실 합성 데이터의 타당성 분석”, 한국건설관리학회 정기학술발표 대회, 고성, 대한민국 (우수논문상 수상)
• [DC03] 백종연, 이재석, 최병주 “컴퓨터 비전 기반 모듈러 건축 현장 설치 생산성 모니터링 시스템 “, 한국건설관리학회 정기학술발표 대회, 서울, 대한민국 (우수논문상 수상)
• [DC02] 추헌상, 최병주 “Importance-Applicability Analysis(IAA)를 활용한 유지관리가 용이한 공동주택 리모델링 프로젝트 설계 전략 도출을 위한 기초 연구”, 한국건설관리학회 정기학술발표 대회, 경주, 대한민국 (우수논문상 수상)
• [DC01] 최병주, 이현수, 박문서, 황성주 “시스템다이내믹스를 이용한 건설 선·후행공사의 협력적 관계 분석.” 한국건설관리학회 학술발표대회 논문집, 한국건설관리학회 정기학술발표대회, 대구, 대한민국