• 2024  Jeong, D., Kim, K.,  Hwang, S., Ryu, J., and Choi, B.  “Assessing the Efficiency of Specialty Contractors in the Construction Industry Using DEA and Tobit Regression.” IEEE Transactions on Engineering Management, Elsevier. (Submitted) 

• 2024  Yun, S., Hong, S., Hwang, S., Lee, D., and Kim, H.  “Analysis of ST-GCN based Masonry Work Activity Recognition Accuracy according to Camera Angles.” Automation in Construction, Elsevier. (In Review) 

• 2024  Kim, S., Kim, T., Ham, Y., and Hwang, S. “Feasibility of Anomaly Detection for Inferring Pedestrian Discomfort in Response to Environmental Factors using Pedestrian Footstep Data.” Expert Systems With Applications, Elsevier. (In Review) (Corresponding Author)

• 2024  Lee, M., Choi, B., and Hwang, S. “Automatic Method to Predict Visual Pleasantness and Unpleasantness of Streetscapes and Identify Key Micro-scale Components for Improving Pedestrian Environments.” Landscape and Urban Planning, Elsevier. (In Review) (Corresponding Author)

• 2024  Kim, T., Kim, S., Lee, M., Kang, Y., and  Hwang, S. “Assessing Human Emotional Experience in the Pedestrian Environment Using Wearable Sensing and Machine Learning with Anomaly Detection.” Transportation Research Part F: Traffic Psychology and Behaviour, Elsevier. (In Review) (Corresponding Author)

• 2024  Lee, M., Kim, H., and  Hwang, S. “Virtual Audit of Microscale Environmental Components and Materials Using Streetscape Images with Panoptic Segmentation and Image Classification.” Automation in Construction, Elsevier. (Accepted) (Corresponding Author)

• 2024  Hwang, S. and Choi, M. “Integrative Building Safety Evaluation to Mitigate Disaster Risks: A Case Study on Public-Use Buildings in Seoul.” Journal of Asian Architecture and Building Engineering. https://doi.org/10.1080/13467581.2024.2329360   

• 2024  Chae, J., Hwang, S., and Kang, Y. “Effectiveness of Alarm Sounds in Preventing Operator Habituation to Auditory Warnings in Construction Equipment.” Automation in Construction, Elsevier, 168(Part A), 105784, https://doi.org/10.1016/j.autcon.2024.105784 

• 2024  Lee, H., Hwang, S., and Ahn, S. “Feasibility of Using Electrodermal Activity Responses to Assess Level of Crowdedness of Pedestrian Paths.” Heliyon, Cell Press, 10(16), e35620. (Corresponding Author), https://doi.org/10.1016/j.heliyon.2024.e35620 

• 2024  Lee, S., Hwang, S., Lee, M., and Lee, S. “The impact of Different Types and Levels of Construction Noise on Physiological Responses: Focusing on Standardization and Habituation.” Sustainable Cities and Society, Elsevier, 112, 105644. https://doi.org/10.1016/j.scs.2024.105644 

• 2024  Chae, J., Hwang, S., and Kang, Y. “Measuring Habituation to Auditory Warnings Using Behavioral and Physiological Data.” Journal of Construction Engineering and Management, ASCE, 150(7), 04024063. https://doi.org/10.1061/JCEMD4.COENG-14450 

• 2024  Kim, Y., Ahn, S., Choi, B., Choi, M., and Hwang, S. “Enhancing Pedestrian Perceived Safety through Walking Environment Modification Considering Traffic and Walking Infrastructure.” Frontiers in Public Health, 11, 1326468 (Corresponding Author), https://doi.org/10.3389/fpubh.2023.1326468 

• 2023  Kim, S., Hong, S., Kim, H., Lee, M., and Hwang, S. “Small Object Detection (SOD) System for Comprehensive Construction Site Safety Monitoring.” Automation in Construction, Elsevier, 156, 105103 (Corresponding Author), https://doi.org/10.1016/j.autcon.2023.105103 

• 2023  Lee, M., Kim, S., Kim, H., and Hwang, S. “Pedestrian Satisfaction and Dissatisfaction toward Physical Components of the Walking Environment Based on Types, Characteristics, and Combinations.” Building and Environment, Elsevier, 244, 110776 (Corresponding Author), https://doi.org/10.1016/j.buildenv.2023.110776 

• 2022  Jang, Y., Son, J., and Hwang, S. “Requirements Analysis for Development of Off-Site Construction Project Management System: Focusing on Precast Concrete Construction.” Buildings, MDPI, 12(10), 1499, https://doi.org/10.3390/buildings12101499  

• 2022  Lee, M., Hwang, S., Park, Y., and Choi, B. “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, 16(9), 847–860, (Corresponding Author),  https://doi.org/10.1080/15568318.2021.1943076 

• 2022  Kim, S., Hwang, S., and Son, J. “Safety Management Guidelines for Precast Concrete Production Plants Using Importance-Performance Analysis.” Journal of Construction Engineering and Management, ASCE, 148(7), 04022038, (Corresponding Author) https://doi.org/10.1061/(ASCE)CO.1943-7862.0002298 

• 2022  Shin, J., Moon, S., Cho, B., Hwang, S., and Choi, B. "Extended Technology Acceptance Model to Explain the Mechanism of Modular Construction Adoption"  Journal of Cleaner Production, Elsevier, 342, 130963, https://doi.org/10.1016/j.jclepro.2022.130963 

• 2022  Kim, S., Lee, H., Hwang, S., Yi, J, and Son, J. “Construction Workers’ Awareness of Safety Information Depending on Physical and Mental Load.” Journal of Asian Architecture and Building Engineering, 21(3), 1067–1077, (Corresponding Author), https://doi.org/10.1080/13467581.2021.1908899 

• 2021  Lee, M., Lee, H., Hwang, S., and Choi, M. “Understanding the Impact of the Walking Environment on Pedestrian Perception and Comprehension of the Situation.” Journal of Transport & Health, Elsevier, 23, 101267, (Corresponding Author), https://doi.org/10.1016/j.jth.2021.101267 

• 2021  Lee, B., Hwang, S., and Kim, H. “The Feasibility of Information-Entropy-Based Behavioral Analysis for Detecting Environmental Barriers.” International Journal of Environmental Research and Public Health, MDPI, 18(21), https://doi.org/10.3390/ijerph182111727  

• 2021  Kim, S., Hwang, S., and Hong, S. “Identifying shoplifting behaviors and inferring behavior intention based on human action detection and sequence analysis.” Advanced Engineering Informatics, Elsevier, 50, 101399, (Corresponding Author), https://doi.org/10.1016/j.aei.2021.101399 

• 2021  Hwang, S., Ahn, S., and Lee, S. “Agent-embedded System Dynamics (aeSD) Modeling Approach for Analyzing Worker Policies: A Research Case on Construction Worker Absenteeism.” Construction Innovation, Emerald Publishing Limited, 21(3), 379-397, https://doi.org/10.1108/CI-04-2020-0067 

• 2021  Chae, J., Hwang, S., Seo, W., and Kang, Y. “Relationship between Rework of Engineering Drawing Tasks and Stress Level Measured from Physiological Signals.” Automation in Construction, Elsevier, 124, 103560, https://doi.org/10.1016/j.autcon.2021.103560 

• 2020  Jebelli, H., Seo, J., Hwang, S., and Lee, S. “Physiology-based Dynamic Muscle Fatigue Model for Upper Limbs during Construction Tasks.” International Journal of Industrial Ergonomics, Elsevier, 78, 102984, https://doi.org/10.1016/j.ergon.2020.102984

• 2020  Choi, M., Lee, S., Hwang, S., Park, M., and Lee, H. “Comparison of Emergency Response Abilities and Evacuation Performance Involving Vulnerable Occupants in Building Fire Situations.” Sustainability, 12(1), 87, https://doi.org/10.3390/su12010087

• 2019  Hwang, S., Lee, J., Yi, J., and Kim, M. “Korean Public Rental Housing for Residential Stability of the Younger Populations: Analysis of Policy Impacts Using System Dynamics.” Journal of Asian Architecture and Building Engineering, 18(3), 185–194, https://doi.org/10.1080/13467581.2019.1615494

• 2018  Jebelli, H., Hwang, S., and Lee, S. “EEG-based Workers’ Stress Recognition at Construction Sites.” Automation in Construction, Elsevier, 93, 315–324, https://doi.org/10.1016/j.autcon.2018.05.027 

• 2018  Lee, S., Hwang, S., Park, M., and Lee, H. “Damage Propagation from Component Level to System Level in the Electricity Sector.” Journal of Infrastructure Systems, ASCE, 24(3), 04018016, https://doi.org/10.1061/(ASCE)IS.1943-555X.0000437 

• 2018  Choi, M., Starbuck, R., Lee, S., Hwang, S., Lee, S., Park, M., and Lee, H. “Distributed and Interoperable Simulation for Comprehensive Disaster Response Management in Facilities.” Automation in Construction, Elsevier, 93, 12–21, (Corresponding Author), https://doi.org/10.1016/j.autcon.2018.05.007 

• 2018  Hwang, S. Jebelli, H., Choi, B., Choi, M., and Lee, S. “Measuring Workers’ Emotional State during Construction Tasks Using Wearable EEG.” Journal of Construction Engineering and Management, ASCE, 144(7), 04018050, https://doi.org/10.1061/(ASCE)CO.1943-7862.0001506 

• 2018  Jebelli, H., Hwang, S. and Lee, S. “EEG Signal Processing Framework to Obtain High Quality Brain Waves from an Off-the-Shelf Wearable EEG Device.” Journal of Computing in Civil Engineering, ASCE, 32(1), 04017070, https://doi.org/10.1061/(ASCE)CP.1943-5487.0000719 

• 2017  Choi, M., Park, M., Lee, H., and Hwang, S. “Dynamic Modeling for Apartment Brand Management in the Housing Market.” International Journal of Strategic Property Management, 21(4), 357–370, https://doi.org/10.3846/1648715X.2017.1315347   (Corresponding Author)

• 2017  Choi, B., Hwang, S., and Lee, S. “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, Elsevier, 84, 31–41, http://dx.doi.org/10.1016/j.autcon.2017.08.005 

• 2017  Hwang, S. and Lee, S. “Wristband-type Wearable Health Devices to Measure Construction Workers’ Physical Demands.” Automation in Construction, Elsevier, 83, 330–340, https://dx.doi.org/10.1016/j.autcon.2017.06.003 

• 2016  Hwang, S., Seo, J., Jebelli, H., and Lee, S. “Feasibility Analysis of Heart Rate Monitoring of Construction Workers Using a Photoplethysmography (PPG) Sensor Embedded in a Wristband-Type Activity Tracker.” Automation in Construction, Elsevier, 71, 372–381, http://dx.doi.org/10.1016/j.autcon.2016.08.029  

• 2016  Kim, H., Lee, H., Park, M., Chung, B., and Hwang, S. “Automated Hazardous Area Identification Using Laborers' Actual and Optimal Routes.” Automation in Construction, Elsevier, 65, 21–32, https://doi.org/10.1016/j.autcon.2016.01.006  

• 2016  Leite, F., Cho, Y. K., Behzadan, A. H., Lee, S., Choe, S., Fang, Y., Akhavian, R., and Hwang, S. “Visualization, Information Modeling, and Simulation: Grand Challenges in the Construction Industry.” Journal of Computing in Civil Engineering, ASCE, 30(6), 04016035, https://doi.org/10.1061/(ASCE)CP.1943-5487.0000604 

• 2016  Hwang, S., Park, M., Lee, H., and Lee, S. “Hybrid Simulation Framework for Immediate Facility Restoration Planning After a Catastrophic Disaster.” Journal of Construction Engineering and Management, ASCE, Volume 142(8), 04016026, https://doi.org/10.1061/(ASCE)CO.1943-7862.0001146 

• 2015  Kim, H., Lee, H., Park, M., Ahn, C. R., and Hwang, S. “Productivity Forecasting of Newly Added Workers Based on Time-Series Analysis and Site Learning.” Journal of Construction Engineering and Management, ASCE, 141(9), 05015008, https://doi.org/10.1061/(ASCE)CO.1943-7862.0001002  

• 2015  Kim, H., Lee, H., Park, M., Chung, B., and Hwang, S. “Information Retrieval Framework for Hazard Identification in Construction.” Journal of Computing in Civil Engineering, ASCE, 29(3), 04014052, https://doi.org/10.1061/(ASCE)CP.1943-5487.0000340 

• 2015  Hwang, S., Park, M., Lee, H. S., Lee, S., and Kim, H. “Postdisaster Interdependent Built Environment Recovery Efforts and the Effects of Governmental Plans: A Case Analysis Using System Dynamics.” Journal of Construction Engineering and Management, ASCE, 141(3), 04014081, https://doi.org/10.1061/(ASCE)CO.1943-7862.0000939 

• 2013  Hwang, S., Park, M., and Lee, H. “Dynamic Analysis of the Effects of Mortgage-Lending Policies in a Real Estate Market.” Mathematical and Computer Modelling, Elsevier, 57(9-10), 2106–2120,  https://doi.org/10.1016/j.mcm.2011.06.023. 

• 2013  Park, M., Kim, Y., Lee, H., Han, S., Hwang, S., and Choi, M. “Modeling the Dynamics of Urban Development Project: Focusing on Self-Sufficient City Development.” Mathematical and Computer Modelling, Elsevier, 57(9-10), 2082–2093, https://doi.org/10.1016/j.mcm.2011.05.058 

• 2013  Hwang, S., Park, M., Lee, H., Lee, S., and Kim, H. “Dynamic Feasibility Analysis of the Housing Supply Strategies in a Recession: Korean Housing Market.” Journal of Construction Engineering and Management, ASCE,139(2), 148–160, https://doi.org/10.1061/(ASCE)CO.1943-7862.0000577 (2014 Thomas Fitch Rowland Prize, ASCE)

• 2012  Hwang, S., Park, M., Lee, H., and Kim, H. “Automated Time-Series Cost Forecasting System for Construction Materials.” Journal of Construction Engineering and Management, ASCE, 138(11), 1259–1269, https://doi.org/10.1061/(ASCE)CO.1943-7862.0000536 

• 2010  Hwang, S., Park, M., Lee, H., Yoon, Y., and Son, B. “Korean Real Estate Market and Boosting Policies: Focusing on Mortgage Loans.” International Journal of Strategic Property Management, 14(2), 157-172. (Invited Paper from Article at the 2009 Joint International Conference on Construction Engineering and Management and Construction Project Management (ICCEM-ICCPM)), http://dx.doi.org/10.3846/ijspm.2010.12  

• 2010  Park, M., Lee, M., Lee, H., and Hwang, S. “Boost, Control or Both of Korean Housing Market: 831 Countermeasures.” Journal of Construction Engineering and Management, ASCE, 136(6), 693–701, https://doi.org/10.1061/(ASCE)CO.1943-7862.0000159 

(Domestic Journals)

• 2024  김민지, 이희정, 김현수, 황성주. “목조건축산업 활성화를 위한 건축 프로세스별 개선방안 분석: Importance-Performance Analysis (IPA)를 활용하여.” 대한건축학회논문집, 40(9), 229-238  (교신저자), https://doi.org/10.5659/JAIK.2024.40.9.229 

• 2024  심영서, 황성주. “딥러닝 Object Detection 기반 객체 간 관계 분석을 통한 건축 환경 내 흡연 행위 추론 연구.” 한국건설안전학회 논문집, 7(1), 1-6 (교신저자), https://doi.org/10.20931/JCS.2024.7.1.001 

• 2024  윤여름, 김태은, 최민지, 황성주. “화재대응 취약지역에서의 소방특수차량 이동제약요인 분석 : 서울시의 진입곤란지역을 대상으로.” 한국안전학회지, 39(1), 62-69 (교신저자), https://doi.org/10.14346/JKOSOS.2024.39.1.62  

• 2019  양강혁, 황성주, 김현수. “웨어러블 센싱 기반 고령자를 위한 보행 편의성 평가.” 대한건축학회논문집 계획계, 35(7), 119-126.

• 2014  현호상, 이현수, 박문서, 황성주. “국내 주택시장 참여자의 거래의사 결정과정 및 시장 파급효과의 동태적 분석: 금융위기 이후의 주택시장 침체원인 및 주택정책을 중심으로.” 한국건설관리학회 논문집, 15(5), 147-159.

• 2014  이슬비, 박문서, 이현수, 황성주. “라이프라인 시스템 상호의존성을 고려한 기능 저하 평가 및 복구계획 분석.” 한국건설관리학회 논문집, 15(4), 139-149.

• 2013  최민지, 박문서, 이현수, 황성주. “화재 시 재실자 행동의 상호 작용을 고려한 건물 피난 행태 분석.” 한국건설관리학회 논문집, 14(6), 49-60.

• 2013  나호준, 박문서, 이현수, 황성주. “CR리츠를 활용한 미분양 주택 유동화 지원정책 분석: 시스템다이내믹스를 이용하여.” 한국건설관리학회 논문집, 14(5), 12-25.

• 2013  최병주, 이현수, 박문서, 김현수, 황성주. “4D BIM 기반의 건설프로젝트 작업공간 계획 프로세스.” 한국건설관리학회 논문집, 14(5), 175-187.

• 2013  최민지, 박문서, 이현수, 황성주. “아파트 브랜드 자산 형성 과정 분석을 통한 관리 전략: System Dynamics를 활용한 전략 수립.” 한국건설관리학회 논문집, 14(3), 65-77.

• 2013  황성주, 박문서, 이현수, 장유진, 문명기, 문예지. “건설 분야 정부 R&D 투자의 사업별 경제적 파급효과 분석: 정성적 자료 기반의 시스템다이내믹스 예측모형 개발.” 한국건설관리학회 논문집, 14(2), 131-140.

• 2013  양강혁, 이현수, 박문서, 정민혁, 황성주. “기후요소를 고려한 초고층 건설공사의 타워크레인 양중시간 예측 시뮬레이션 모델.” 한국건설관리학회 논문집, 14(2), 96-107.

• 2012  박문서, 문명기, 이현수, 황성주, 이정훈. “시스템 다이내믹스 방법론을 활용한 국내전세 구조분석.” 한국건설관리학회 논문집, 13(6), 153-164.

• 2012  이현수, 조성준, 박문서, 황성주, 김현수. “지역별 기후에 따른 고소작업가능률 산정: 서울, 인천, 부산 지역을 중심으로.” 한국건설관리학회 논문집, 13(3), 67-77.

• 2012  박문서, 이정훈, 이현수, 황성주, 김수영. “시스템다이내믹스를 이용한 국내 기성금 제도 현황 분석 및 개선방안 제시: 공공건설분야를 중심으로.” 한국건설관리학회 논문집, 13(1), 148-159.

• 2012  이현수, 김재곤, 박문서, 김현수, 황성주. “철근공사의 코일철근(Bar in Coil) 적용타당성 분석.” 한국건설관리학회 논문집, 13(1), 106-117.

• 2011  황성주, 박문서, 이현수, 김현수. “주택공급전략 타당성 검토를 위한 시스템다이내믹스 모델 개발.” 한국건설관리학회 논문집, 12(5), 35-45.

• 2011  박문서, 전명희, 이현수, 황성주, 장명훈. “탄소세 부과시 건설 물류비용 최소화를 위한 운송빈도 최적화.” 한국건설관리학회 논문집, 12(3), 73-82.

• 2011  황성주, 박문서, 이현수, 김현수. “BIM 기반의 설계단계 원가예측 시계열모델: 자재가격을 중심으로.” 한국건설관리학회 논문집, 12(2), 111-120.

• 2011  김현수, 이현수, 박문서, 황성주. “건설 위험 식별을 위한 정보 검색.” 한국건설관리학회 논문집, 12(2), 53-63.

• 2010  황성주, 박문서, 이현수, 김현수. “시스템다이내믹스 시뮬레이션을 이용한 주택 수요 조절 정책의 타당성 평가.” 한국건설관리학회 논문집, 11(5), 32-40.

• 2010  황성주, 박문서, 이현수, 윤유상. “주택담보대출 규제 완화에 따른 부동산시장 영향 분석: 시스템다이내믹스 모형 개발.” 한국건설관리학회 논문집, 11(1), 101-112.

• 2009  박문서, 안창범, 이현수, 황성주. “시스템다이내믹스를 이용한 분양 제도 변화에 따른 주택 시장 영향 분석.” 한국건설관리학회 논문집, 10(3), 42-52.

• 2024  Lee, M. and  Hwang, S. “Prediction of Visual Quality of Streetscape Images Using Computer Vision.” Proceedings of 2024 ASCE International Conference on Computing in Civil Engineering (Held in Pittsburgh, PA, U.S. in July 2024).

• 2024  Kim, S. and  Hwang, S. “Feasibility Study of Assessing Pedestrian Discomfort Using Behavioral Data.” Proceedings of 2024 ASCE International Conference on Computing in Civil Engineering (Held in Pittsburgh, PA, U.S. in July 2024).

• 2023  Lee, M. and  Hwang, S. “Image-Based Learning Approach for the Evaluation and Improvement of Walking Environment based on Pedestrian Visual Satisfaction and Dissatisfaction.” Proceedings of 2023 International Conference of Asian-Pacific Planning Societies, 881-884 (Held in Danang, Vietnam, in August 2023).

• 2023   Kim, S., Hwang, S., Hong, S., and Choi, M. “Framework for Assessing the Influence of Urban Environmental Factors on the Discomfort of Pedestrians through Gait Behavior Pattern Analysis.” Proceedings of 2023 International Conference of Asian-Pacific Planning Societies, 885-888 (Held in Danang, Vietnam, in August 2023) (Young Urban Planner Network (YUPN) Best Paper Presentation Award).

• 2023   Kim, T. and Hwang, S. “Assessing the Emotional Satisfaction of Pedestrians by Measuring Physiological and Movement Data using Wearable Sensors” Proceedings of 2023 International Conference of Asian-Pacific Planning Societies, 893-896 (Held in Danang, Vietnam, in August 2023).

• 2022  Kim, Y., Kim S., Hwang, S., and Hong, S. “Computer Vision-based Continuous Large-scale Site Monitoring System through Edge Computing and Small-Object Detection.” Proceedings of the 9th International Conference on Construction Engineering and Project Management (ICCEPM 2022), Korea Institute of Construction Engineering and Management (KICEM), Seoul, Korea, and University of Nevada, Las Vegas, U.S. (Held in Las Vegas, U.S. in June 2022), (Extended Abstract).

• 2022  Kim, T., Lee, M., and Hwang, S. “Inferring Pedestrians’ Emotional States through Physiological Responses to Measure Subjective Walkability Indices.” Proceedings of the 9th International Conference on Construction Engineering and Project Management (ICCEPM 2022), Korea Institute of Construction Engineering and Management (KICEM), Seoul, Korea, and University of Nevada, Las Vegas, U.S. (Held in Las Vegas, U.S. in June 2022), (Extended Abstract). 

• 2022  Lee, H. and Hwang, S. “Inferring Pedestrian Level of Service for Pathways through Electrodermal Activity Monitoring.” Proceedings of the 9th International Conference on Construction Engineering and Project Management (ICCEPM 2022), Korea Institute of Construction Engineering and Management (KICEM), Seoul, Korea, and University of Nevada, Las Vegas, U.S. (Held in Las Vegas, U.S. in June 2022), (Extended Abstract).  

• 2022  Kim, S., Kim Y., Kim, H., and Hwang, S. “Assessing the Human Perceptions of Physical Environmental Stressors Through Behavior Response Examination.” Proceedings of the 9th International Conference on Construction Engineering and Project Management (ICCEPM 2022), Korea Institute of Construction Engineering and Management (KICEM), Seoul, Korea, and University of Nevada, Las Vegas, U.S. (Held in Las Vegas, U.S. in June 2022). 

• 2022  Lee, M., Lee, H., Kim, T., and Hwang, S. “Analysis of the Effects of Walking Environment Components on Pedestrian Satisfaction and Dissatisfaction.” Proceedings of the 9th International Conference on Construction Engineering and Project Management (ICCEPM 2022), Korea Institute of Construction Engineering and Management (KICEM), Seoul, Korea, and University of Nevada, Las Vegas, U.S. (Held in Las Vegas, U.S. in June 2022).

• 2020  Hwang, S., Jebelli, H., Lee, S., Chung, S., and Lee, S. “Measurement of Individuals’ Emotional Stress Responses to Construction Noise through Analysis of Human Brain Waves.” Proceedings of the 8th International Conference on Construction Engineering and Project Management (ICCEPM 2020), Korea Institute of Construction Engineering and Management (KICEM), Seoul, Korea, and Hong Kong Polytechnic University, Hong Kong SAR. (Held in Hong Kong in December 2020). 

• 2019  Lee, S. and Hwang, S. “Physiological Response by Construction Noise According to Temporal Characteristics.” Proceedings of the 26th International Congress on Sound and Vibration, International Institute of Acoustics and Vibration, Auburn, AL, U.S. (Held in Montreal, Canada, in July 2019). 

• 2019  Lee, M., Lee, H., and Hwang, S. “Applicability of Concrete Pipe Housing for Single-Person Household in Korea.” Proceedings of International Congress and Conferences on Computational Design and Engineering 2019 (I3CDE 2019), Seoul, Korea. (Held in Penang, Malaysia, in July 2019). 

• 2019  Kim.S., Hong, S. H., and Hwang, S. “Framework for Abnormal Situation Identification through Human Action Detection and Action Sequence Analysis.” Proceedings of International Congress and Conferences on Computational Design and Engineering 2019 (I3CDE 2019), Seoul, Korea. (Held in Penang, Malaysia, in July 2019). 

• 2018  Jebelli, H., Khalili, M. M., Hwang, S. and Lee, S. “A Supervised Learning-Based Construction Workers’ Stress Recognition Using a Wearable Electroencephalography (EEG) Device.” Proceedings of Construction Research Congress 2018, ASCE, Reston, VA, U.S. (Held in New Orleans, LA, U.S., in April 2018), https://doi.org/10.1061/9780784481288.005 

• 2017  Jang, Y. E., Yi, J., Hwang, S., Hong, M., and Kang, H. “A Study on Safety Sign Color Standards in Construction Sites: Comparison between Korea and Other Countries.” Proceedings of 13th AIC Congress 2017, Association Internationale de la Couleur. (Held in Jeju, Korea, in October 2017). 

• 2017  Jebelli, H., Hwang, S. and Lee, S. “Feasibility of Field Measurement of Construction Workers’ Valence Using a Wearable EEG Device.” Proceedings of the ASCE International Workshop on Computing in Civil Engineering 2017, ASCE, Reston, VA, U.S. (Held in Seattle, WA, U.S., in June 2017), https://doi.org/10.1061/9780784480830.013 

• 2016  Hwang, S., Choi, M., Starbuck, R., Lee, S., Lee, S., and Park, M. “High Level Architecture (HLA) Compliant Distributed Simulation Platform for Disaster Preparedness and Response in Facility Management.” Proceedings of the 2016 Winter Simulation Conference, Institute of Electrical and Electronics Engineers (IEEE), Washington D.C., U.S. (Held in Washington D.C., U.S., in December 2016), https://doi.org/10.1109/WSC.2016.7822367 

• 2016  Choi, M., Park, M., Lee, H., Hwang, S., Anderson, K., and Lee, S. “Understanding the Role of Dynamic Risk Perception during Fire Evacuations Using Agent-Based Modeling.” Proceedings of Construction Research Congress 2016, ASCE, Reston, VA, U.S. (Held in San Juan, Puerto Rico, in May 2016), https://doi.org/10.1061/9780784479827.167 

• 2016  Hwang, S., Seo, J., Ryu, J., and Lee, S. “Challenges and Opportunities of Understanding Construction Worker’s Physical Demands through Field Energy Expenditure Measurement Using a Wearable Activity Tracker.” Proceedings of Construction Research Congress 2016, ASCE, Reston, VA, U.S. (Held in San Juan, Puerto Rico, in May 2016), https://doi.org/10.1061/9780784479827.272. 

• 2015  Hwang, S., Moon, M., Starbuck, R., Park, M., Lee, H., and Lee, S. “A Prototype of Distributed Simulation for Immediate Facility Restoration Operation Analysis through Incorporation of Earthquake Sensing and Damage Assessment.” Proceedings of the 6th International Conference on Construction Engineering and Project Management (ICCEPM 2015), Korea Institute of Construction Engineering and Management (KICEM), Seoul, Korea, and Nanyang Technology University, Singapore, Singapore. (Held in Busan, Korea, in October 2015)

• 2014  Park, S., Lee S., Lee, H., Choi, M., Hwang, S., Moon, M., Lee, S., and Pyeon, J. H. “A Framework for Post-Disaster Facility Restoration Management: Needs and Requirements for the Use of Hybrid Simulation.” Proceedings of Construction Research Congress 2014, ASCE, Reston, VA, U.S. (Held in Atlanta, GA, U.S., in May 2014), https://doi.org/10.1061/9780784413517.130 

• 2013  Hwang, S., Park, M., Lee, H., and Lee, S. “An Analysis of Post-disaster Resources Supply and Work Environment for Restoration Planning of Facilities.” Proceedings of the 31st International Conference of the System Dynamics Society, System Dynamics Society, Albany, NY, U.S. (Held in Cambridge, MA, U.S., in July 2013)

• 2013  Ahn, S., Hwang, S., Lee, S., Gellatly, I., and Park, M. “Dynamics Analysis of Attendance Behavior within Construction Crews.” Proceedings of the 5th International Conference on Construction Engineering and Project Management (ICCEPM 2013), Korea Institute of Construction Engineering and Management (KICEM), Seoul, Korea, and Nanyang Technology University, Singapore, Singapore. (Held in Anaheim, CA, U.S., in January 2013)

• 2013  Hwang, S., Park, M., Lee, H., Lee, S., and Kim, H. “Activity-Based Strategic Work Planning and Crew Management in Construction: Utilization of Crews with Multiple Skill Levels.” Proceedings of the 5th International Conference on Construction Engineering and Project Management (ICCEPM 2013), Korea Institute of Construction Engineering and Management (KICEM), Seoul, Korea, and Nanyang Technology University, Singapore, Singapore. (Held in Anaheim, CA, U.S., in January 2013)

• 2011  Hwang, S., Park, M., Lee, H., and Kim, H. “BIM-Based Time Series Cost Model for Building Projects: Focusing on Material Prices.” Proceedings of the 4th International Conference on Construction Engineering and Project Management (ICCEPM 2011), Korea Institute of Construction Engineering and Management (KICEM), Seoul, Korea, and Nanyang Technology University, Singapore, Singapore. (Held in Sydney, Australia, in February 2011)

• 2010  Hwang, S., Park, M., and Lee, H. “A Dynamic Approach for Evaluating the Validity of Mortgage Lending Policies in Korean Housing Market.” Proceedings of the 28th International Conference of the System Dynamics Society, System Dynamics Society, Albany, NY. (Held in Seoul, Korea, in July 2010)

• 2010  Hwang, S., Park, M., Lee, H., and Kim, W. “Korean Real Estate Market and Mortgage Lending Policies: A Quantitative Approach.” Proceedings of Construction Research Congress 2010, ASCE, Reston, VA. (Held in Banff, Canada, in May 2010), https://doi.org/10.1061/41109(373)31 

• 2009  Hwang, S., Park, M., and Lee, H. “Korean Real Estate Market Mechanisms and Deregulation of Mortgage Loans: Qualitative Analysis.” Proceedings of the 27th International Conference of the System Dynamics Society, System Dynamics Society, Albany, NY. (Held in Albuquerque, NM, U.S., in July 2009)

• 2009  Hwang, S. Park, M., and Lee, H. “Korean Real Estate Market and Boosting Policies: Focusing on Mortgage Loans.” Proceedings of Joint International Conference on Construction Engineering and Management and Construction Project Management (ICCEM-ICCPM 2009), Korea Institute of Construction Engineering and Management (KICEM), Seoul, Korea, and Nanyang Technology University, Singapore, Singapore. (Held in Jeju, Korea, in May 2009) (Excellent Paper Award)

(Domestic Conferences)

• 2024  윤여름,  황성주. "인파 관리 및 대응을 위한 이상치 탐지 기반의 첨두생활인구 변화 특성 분석: 서울시 자치구를 대상으로.” 2024년 대한건축학회 추계학술발표대회논문집, 대한건축학회, 44(2), 1172-1175.

• 2024  유채연,  황성주. "생성형 AI 기반 도시환경 개선 후 이미지 자동생성 기초연구: Stable Diffusion을 활용하여.” 2024년 대한건축학회 추계학술발표대회논문집, 대한건축학회, 44(2), 1100-1103.

• 2024  조하진,  황성주. "지역별 인구를 고려한 소방 및 치안 시설의 대응 역량 분석.” 2024년 대한건축학회 추계학술발표대회논문집, 대한건축학회, 44(2), 1096-1099.

• 2024  최지원,  황성주. "스트리트뷰 기반 도시환경평가의 타당성 분석: 이미지 위치와 시점 변화에 따른 평가 일관성 검토.” 2024년 대한건축학회 추계학술발표대회논문집, 대한건축학회, 44(2), 1094-1095 (우수발표논문상).

• 2024  신수연,  황성주. "노인의 물리적 보행성 영향요인 분석을 통한 유니버설 디자인 가이드라인 개선방안 분석.” 2024년 대한건축학회 추계학술발표대회논문집, 대한건축학회, 44(2), 427-428.

• 2024  김태윤,  황성주. "CCTV 영상 데이터와 사람의 키포인트 감지를 활용한 보행편의성 자동분석 기초연구.” 2024년 대한건축학회 추계학술발표대회논문집, 대한건축학회, 44(2), 405-406 (우수발표논문상).

• 2024  심영서, 이미성, 이가은,  황성주. "스트리트 뷰 이미지 기반 도시환경 자동평가 성능 개선방안 연구: 환경요소 간 관계와 속성을 고려하여.” 2024년 대한건축학회 추계학술발표대회논문집, 대한건축학회, 44(2), 403-404.

• 2023  김시연, 김태윤, 심영서, 황성주. "영상 내 객체 추적을 통한 보행자 행동 패턴 기반의 도시 환경요인 불쾌도 평가 프레임워크.” 2023년 대한건축학회 춘계학술발표대회논문집, 대한건축학회, 43(1), 677.

• 2023  이미성, 김연주, 김태은, 황성주. "이미지 학습을 통한 도심 보행환경 평가 및 최적 보행환경 개선 방법 추천 프레임워크.” 2023년 대한건축학회 춘계학술발표대회논문집, 대한건축학회, 43(1), 676 (우수발표논문상).

• 2022  이희정, 이미성, 황성주. "보행자의 Electrodermal Activity 모니터링을 통한 보행량 추론 방법 개발에 관한 기초연구.” 2022년 대한건축학회 추계학술발표대회논문집, 대한건축학회, 42(2), 878-881.

• 2022  김연주, 김태은, 김시연, 황성주. "화재취약지역에서의 소방 특수차량 이동 제약요인 분석 및 관련 데이터셋 구축 기초연구.” 2022년 대한건축학회 추계학술발표대회논문집, 대한건축학회, 42(2), 883-886.

• 2022  최민지, 황성주. "재난대응매뉴얼의 현장적용성 향상을 위한 국내외 우수 사례 분석.” 2022 한국안전학회 춘계학술발표대회, 한국안전학회, (Extended Abstract).

• 2021  이미성, 김시연, 김현수, 엄창득, 박천영, 황성주. "웨어러블 디바이스를 활용한 생체신호 모니터링 기반 도시환경 만족도 정량평가 기초연구.” 한국건설관리학회 2021 정기학술발표대회 논문집, 한국건설관리학회, 203-204 (우수논문상).

• 2021  임윤아, 황성주. "웨어러블 기기의 Electrodermal Activity 모니터링을 통한 보행자의 스트레스 분석.” 2021년 대한건축학회 추계학술발표대회논문집, 대한건축학회, 41(2), 756-759.

• 2021  김태은, 황성주. "웨어러블 기기를 활용한 보행자의 위험감 분석방법 연구: 낮과 밤의 캠퍼스 내 보행자의 Electrodermail Activity 모니터링을 중심으로.” 2021년 대한건축학회 추계학술발표대회논문집, 대한건축학회, 41(2), 748-751.

• 2021  김연주, 황성주. "이동수단과 보행환경에 따른 보행자의 안전감 분석: 대학 캠퍼스 보행환경을 중심으로.” 2021년 대한건축학회 추계학술발표대회논문집, 대한건축학회, 41(2), 268-271.

• 2021  이희정, 김시연, 이미성, 황성주. "도시 위급상황 시 대피 및 소방활동에서의 이동성 제약요인 분석: 현장대응 취약지역을 중심으로.” 2021년 대한건축학회 추계학술발표대회논문집, 대한건축학회, 41(2), 262-265 (우수발표논문상).

• 2021  김시연, 이미성, 이희정, 김연주, 임윤아, 황성주. “프리캐스트 콘크리트 부재 생산공장의 영상기반 안전 모니터링을 위한 안전관리 체크리스트 구축.” 2021년 대한건축학회 춘계학술발표대회논문집, 대한건축학회, 41(1), 452-455 (우수발표논문상).

• 2020  이미성, 김시연, 황성주. “프리캐스트 콘크리트 부재 생산공장 안전관리 현황분석 및 스마트안전관리 체계 제안.” 한국건설관리학회 2020 정기학술발표대회 논문집, 한국건설관리학회, 229-230.

• 2020  김하영, 이희정, 황성주. “웨어러블 기기를 활용한 어린이 보행자 위험 행동 감지 및 피드백 방법 연구.” 2020 대한건축학회 추계학술발표대회 논문집, 대한건축학회, 675-678 (우수발표논문상).

• 2018  이희림, 황성주. “건설근로자의 직무 스트레스에 따른 신체적 반응 측정방법 연구.” 한국건설관리학회 학술발표대회 논문집, 41-42.

• 2018  전희수, 황성주. “건설현장 작업자들의 직업관련성 건강위험요소 분석 연구.” 전국 대학생 학술발표대회 논문집, 한국건설관리학회, 26-29.

• 2018  이미성, 황성주. “경로탐색에 영향을 미치는 도시 보행환경 분석을 통한 보행성 증진 가능성 탐구.” 2018 대한건축학회 추계학술발표대회 논문집, 대한건축학회, 333-334.

• 2018  김시연, 황성주. “보행자 반응 기반의 야간 안전 보행성 분석 및 개선을 위한 기초 연구.” 2018 대한건축학회 추계학술발표대회 논문집, 대한건축학회, 331-332.

• 2018  김시연, 김민지, 김은경, 황성주. “Building Information Modeling을 활용한 통일 후 모듈러 타입 기반시설 구축 방향.” 2018 대한건축학회 추계학술발표대회 논문집, 대한건축학회, 707-710.

• 2018  이미성, 김수정, 김양윤, 황성주. “콘크리트 파이프를 이용한 새로운 유형의 초소형 1인 주거 제안 및 상용화 가능성 분석.” 2018 대한건축학회 추계학술발표대회 논문집, 대한건축학회, 711-716.

• 2018  이희림, 송승현, 윤혜성, 황성주. “건설현장 근로자의 안전과 개인정보 보안이 강화된 블록체인 기반 센서 네트워크의 프레임워크 구축.” 2018 대한건축학회 추계학술발표대회 논문집, 대한건축학회, 717-72.

• 2018  황성주. “건설 작업자 안전보건증진을 위한 웨어러블 기기 현장 적용 방안.” 제28회 통신정보 합동학술대회 논문집.

• 2017  이희림, 황성주. “리모델링 공사 시 가변형 공간의 다양한 재실자를 위한 효율적인 피난계획 연구.” 전국 대학생 학술발표대회 논문집, 한국건설관리학회, 76-79.

• 2017  임채은, 황성주. “재난 발생 시 건물 내 재실자의 피난·구조를 위한 IoT 기술 활용 프레임워크 구축.” 전국 대학생 학술발표대회 논문집, 한국건설관리학회, 262-265.

• 2017  장예은, 이준성, 황성주. “국가별 건설안전표지 색채기준 비교 연구: 한국 외 3개국을 중심으로.” 한국건설관리학회 학술발표대회 논문집, 한국건설관리학회, 19-20.

• 2013  박선호, 이현수, 박문서, 김수영, 황성주. “화생방 방호시설의 대피시간 측정 모델.” 한국건설관리학회 학술발표대회 논문집, 한국건설관리학회, 127-128.

• 2012  최병주, 이현수, 박문서, 황성주. “시스템다이내믹스를 이용한 건설 선·후행공사의 협력적 관계 분석.” 한국건설관리학회 학술발표대회 논문집, 한국건설관리학회, 441-442.

• 2010  이정훈, 박문서, 이현수, 황성주. “시스템 다이내믹스를 통한 성능보증계약제 도입에 따른 국내 건축시장 영향 분석.” 한국건설관리학회 학술발표대회 논문집, 한국건설관리학회, 89-90.

• 2010  조성준, 이현수, 박문서, 김현수, 황성주. “초고층건물의 기획 및 계획설계단계에서의 공기 예측.” 한국건설관리학회 학술발표대회 논문집, 한국건설관리학회, 191-192.

• 2010  김재곤, 이현수, 박문서, 김현수, 황성주. “BIM 기반 철근 물량산출 효율성 개선방안.” 한국건설관리학회 학술발표대회 논문집, 한국건설관리학회, 375-376.

• 2008  황성주, 이현수, 박문서. “시스템다이내믹스를 이용한 주택 시장 작동 원리 분석.” 한국건설관리학회 학술발표대회 논문집, 한국건설관리학회, 373-377.

• 2020  황성주 "건설사업관리 넓게 보기: CM 동향 한눈에 보기," 건설관리 개론, 도서출판 구미서관, ISBN: 979-11-6257-122-4(93530)

• 2019  한민철, 김종, 황성주, 이준성, 손정욱, 전진구. 건설관리학 총서4, 품질/안전/환경 관리, 도서출판 씨아이알, ISBN: 979-11-5610-711-8(94540)

• 2023  [출원]10-2024-0129346 황성주, 김시연, 이미성, 김태은 "휴먼 센서 데이터와 이상치 탐지 기반의 보행 만족도 추론 방법" (2024.09.24)

• 2023  [출원]10-2023-0173164 황성주, 김연주, 김시연, 이미성 "객체간 충돌위험도 산출 방법 및 시스템" (2023.12.04)

• 2022  [출원]10-2022-0141372 황성주, 김시연 "인간 행동 패턴 기반의 보행방해요인 불쾌도 연산 방법 및 이를 이용한 불쾌도 객체 확인 방법" (2022.10.28)

• 2022  [출원]10-2022-0111656 황성주, 이미성 "이미지 학습을 이용한 보행환경 최적모델 생성 방법 및 이를 이용한 보행환경 개선 방법" (2022.09.02)

• 2021  [출원]10-2021-0067853 이준성, 손정욱, 이희림, 장예은, 황성주  "건설 작업자 안전 모니터링 시스템 및 이의 제어 방법" (2021.05.26)

• 2024  C-2024-041915  황성주, 김연주 "건설 산업현장에서의 작업자-차량 충돌위험상황 분석을 위한 가상환경" (2024.10.04)

• 2024  C-2024-022736  황성주, 김태은, 이미성, 김시연 "휴먼센서데이터와 이상치 탐지를 활용한 보행자 감정분류 알고리즘" (2024.07.02)

• 2023  C-2023-057960  황성주, 김시연 "보행자의 물리적 보행 패턴 특성 추출 및 이를 활용한 불쾌도 평가 알고리즘" (2023.11.23)

• 2022  C-2023-057631  황성주, 이미성 "거리 요소 자동 인식을 통한 가로경관 이미지 쾌적함/불쾌함 평가 알고리즘" (2023.11.23)