이화여자대학교

Sungjoo Hwang Associate Professor

Department of Architectural & Urban Systems Engineering / Big Data Analytics / HOKMA College of General Education / Sustainable and Resilient Society Convergence Major

황성주 프로필 사진 
Professor Sungjoo Hwang, a faculty member in the Department of Architectural & Urban Systems Engineering, earned his Ph.D. from Seoul National University. After serving as a postdoctoral researcher in the Department of Civil and Environmental Engineering at the University of Michigan, he joined Ewha Womans University in 2017.
Currently, he leads the Urban Informatics and Intelligent Infrastructure Lab, where he and his research team explore ways to enhance the quality of life for urban residents through effective support of the built environment. His research focuses on developing solutions to ensure the safety, health, and happiness of citizens by leveraging advanced technologies such as wearable sensing, computer vision, AI (Machine Learning and Deep Learning), and spatial big data.
Ultimately, Professor Hwang aims to build smart cities equipped with systems that can continuously monitor urban environments, swiftly identify residents' discomforts, and provide immediate improvements.
  • hwangsj@ewha.ac.kr
  • New Engineering Building #356
  • 02-3277-6952
  • Research Interests
    • Architecture-City-ICT Convergence, Smart Urban Systems, Urban Disaster Risk Management, Walkability, Spatio-temporal Urban Data Analytics
  • sdg11
  • sdg09
Research Record
  • Analysis of masonry work activity recognition accuracy using a spatiotemporal graph convolutional network across different camera angles AUTOMATION IN CONSTRUCTION, 2025, v.175, 106178
    SCIE Scopus dColl.
  • Assessing human emotional experience in pedestrian environments using wearable sensing and machine learning with anomaly detection TRANSPORTATION RESEARCH PART F-TRAFFIC PSYCHOLOGY AND BEHAVIOUR, 2025, v.109, 540-555
    SSCI Scopus dColl.
  • Assessing human responses to construction noise using EEG and EDA signal features with Consideration of individual sensitivity APPLIED ACOUSTICS, 2025, v.236, 110717
    SCIE Scopus dColl.
  • Automatic method to predict visual pleasantness and unpleasantness of streetscapes and identify key microscale components for improving pedestrian environments DEVELOPMENTS IN THE BUILT ENVIRONMENT, 2025, v.22, 100652
    SCIE Scopus dColl.
  • Integrative building safety evaluation to mitigate disaster risks: a case study on public-use buildings in Seoul JOURNAL OF ASIAN ARCHITECTURE AND BUILDING ENGINEERING, 2025, v.24 no.3, 1625-1639
    SCIE AHCI Scopus dColl.
  • SUB-ACTIVITY ANALYSIS BY USING WRISTBAND-TYPE WEARABLE HEALTH DEVICES TO MEASURE CONSTRUCTION WORKERS' PHYSICAL DEMANDS JOURNAL OF CIVIL ENGINEERING AND MANAGEMENT, 2025, v.31 no.5, 516-531
    SCIE Scopus dColl.
  • Virtual audit of microscale environmental components and materials using streetscape images with panoptic segmentation and image classification Automation in Construction, 2025, v.170, 105885
    SCIE Scopus dColl.
  • Effectiveness of alarm sounds in preventing operator habituation to auditory warnings in construction equipment Automation in Construction, 2024, v.168, 105784
    SCIE Scopus dColl.
  • Enhancing pedestrian perceived safety through walking environment modification considering traffic and walking infrastructure FRONTIERS IN PUBLIC HEALTH, 2024, v.11, 1326468
    SCIE SSCI Scopus dColl.
  • Feasibility of using electrodermal activity responses to assess level of crowdedness of pedestrian paths Heliyon, 2024, v.10 no.16, e35620
    SCIE Scopus dColl.
  • Measuring Habituation to Auditory Warnings Using Behavioral and Physiological Data Journal of Construction Engineering and Management, 2024, v.150 no.7, 4024063
    SCIE Scopus dColl.
  • The impact of different types and levels of construction noise on physiological responses: Focusing on standardization and habituation Sustainable Cities and Society, 2024, v.112, 105644
    SCIE Scopus dColl.
  • 목조건축산업 활성화를 위한 건축 프로세스별 개선방안 분석 - Importance-Performance Analysis (IPA)를 활용하여 - 대한건축학회논문집, 2024, v.40 no.9, 229-238
    KCI dColl.
  • 화재대응 취약지역에서의 소방특수차량 이동제약요인 분석 : 서울시의 진입곤란지역을 대상으로 한국안전학회지, 2024, v.39 no.1, 62-69
    KCI dColl.
  • Pedestrian visual satisfaction and dissatisfaction toward physical components of the walking environment based on types, characteristics, and combinations Building and Environment, 2023, v.244, 110776
    Scopus dColl.
  • Small object detection (SOD) system for comprehensive construction site safety monitoring Automation in Construction, 2023, v.156, 105103
    Scopus dColl.
  • Construction workers’ awareness of safety information depending on physical and mental load Journal of Asian Architecture and Building Engineering, 2022, v.21 no.3, 1067-1077
    SCIE AHCI Scopus dColl.
  • Extended technology acceptance model to explain the mechanism of modular construction adoption Journal of Cleaner Production, 2022, v.342, 130963
    SCIE Scopus dColl.
  • Requirements Analysis for Development of Off-Site Construction Project Management System: Focusing on Precast Concrete Construction BUILDINGS, 2022, v.12 no.10, 1499
    SCIE Scopus dColl.
  • Safety Management Guidelines for Precast Concrete Production Plants Using Importance-Performance Analysis Journal of Construction Engineering and Management, 2022, v.148 no.7, 4022038
    SCIE Scopus dColl.
  • Agent-embedded system dynamics (aeSD) modeling approach for analyzing worker policies: a research case on construction worker absenteeism Construction Innovation, 2021, v.21 no.3, 379-397
    Scopus dColl.
  • Identifying shoplifting behaviors and inferring behavior intention based on human action detection and sequence analysis ADVANCED ENGINEERING INFORMATICS, 2021, v.50, 101399
    SCIE Scopus dColl.
  • Relationship between rework of engineering drawing tasks and stress level measured from physiological signals Automation in Construction, 2021 , 103560
    SCIE Scopus dColl.
  • The Feasibility of Information-Entropy-Based Behavioral Analysis for Detecting Environmental Barriers INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, v.18 no.21, 11727
    SCIE SSCI Scopus dColl.
  • Understanding the impact of the walking environment on pedestrian perception and comprehension of the situation Journal of Transport and Health, 2021, v.23, 101267
    SSCI Scopus dColl.
  • Comparison of Emergency Response Abilities and Evacuation Performance Involving Vulnerable Occupants in Building Fire Situations SUSTAINABILITY, 2020, v.12 no.1, 87
    SCIE SSCI Scopus dColl.
  • Physiology-based dynamic muscle fatigue model for upper limbs during construction tasks International Journal of Industrial Ergonomics, 2020, v.78, 102984
    SCIE SSCI Scopus dColl.
  • 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, 2019, v.18 no.3, 185-194
    SCIE AHCI Scopus dColl.
  • 웨어러블 센싱 기반 고령자를 위한 보행 편의성 평가 대한건축학회논문집 계획계, 2019, v.35 no.7, 119-126
    KCI dColl.
  • A supervised learning-based construction workers' stress recognition using a wearable electroencephalography (EEG) device Construction Research Congress 2018: Safety and Disaster Management - Selected Papers from the Construction Research Congress 2018, 2018, v.2018-April, 40-50
    Scopus dColl.
  • Damage Propagation from Component Level to System Level in the Electricity Sector JOURNAL OF INFRASTRUCTURE SYSTEMS, 2018, v.24 no.3
    SCIE Scopus dColl.
  • Distributed and interoperable simulation for comprehensive disaster response management in facilities Automation in Construction, 2018, v.93, 12-21
    SCIE Scopus dColl.
  • EEG Signal-Processing Framework to Obtain High-Quality Brain Waves from an Off-the-Shelf Wearable EEG Device JOURNAL OF COMPUTING IN CIVIL ENGINEERING, 2018, v.32 no.1
    SCIE Scopus dColl.
  • EEG-based workers’ stress recognition at construction sites Automation in Construction, 2018, v.93, 315-324
    SCIE Scopus dColl.
  • Measuring Workers' Emotional State during Construction Tasks Using Wearable EEG Journal of Construction Engineering and Management, 2018, v.144 no.7
    SCIE Scopus dColl.
  • DYNAMIC MODELING FOR APARTMENT BRAND MANAGEMENT IN THE HOUSING MARKET INTERNATIONAL JOURNAL OF STRATEGIC PROPERTY MANAGEMENT, 2017, v.21 no.4, 357-370
    SSCI Scopus dColl.
  • Feasibility of Field Measurement of Construction Workers' Valence Using a Wearable EEG Device Congress on Computing in Civil Engineering, Proceedings, 2017, v.2017-June, 99-106
    Scopus dColl.
  • 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, 2017, v.84, 31-41
    SCIE Scopus dColl.
  • Wristband-type wearable health devices to measure construction workers' physical demands Automation in Construction, 2017, v.83, 330-340
    SCIE Scopus dColl.
  • Automated hazardous area identification using laborers' actual and optimal routes AUTOMATION IN CONSTRUCTION, 2016, v.65, 21-32
    SCIE Scopus dColl.
  • Feasibility analysis of heart rate monitoring of construction workers using a photoplethysmography (PPG) sensor embedded in a wristband-type activity tracker AUTOMATION IN CONSTRUCTION, 2016, v.71, 372-381
    SCIE Scopus dColl.
  • Hybrid Simulation Framework for Immediate Facility Restoration Planning after a Catastrophic Disaster JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT, 2016, v.142 no.8, 4016026
    SCIE Scopus dColl.
  • Visualization, Information Modeling, and Simulation: Grand Challenges in the Construction Industry JOURNAL OF COMPUTING IN CIVIL ENGINEERING, 2016, v.30 no.6, 4016035
    SCIE Scopus dColl.
  • Information Retrieval Framework for Hazard Identification in Construction JOURNAL OF COMPUTING IN CIVIL ENGINEERING, 2015, v.29 no.3, 4014052
    SCIE Scopus dColl.
  • Postdisaster Interdependent Built Environment Recovery Efforts and the Effects of Governmental Plans: Case Analysis Using System Dynamics JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT, 2015, v.141 no.3, 4014081
    SCIE Scopus dColl.
  • Productivity Forecasting of Newly Added Workers Based on Time-Series Analysis and Site Learning JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT, 2015, v.141 no.9, 5015008
    SCIE Scopus dColl.
  • [학술지논문] Analysis of masonry work activity recognition accuracy using a spatiotemporal graph convolutional network across different camera angles AUTOMATION IN CONSTRUCTION, 2025, v.175 no.1 , 106178-106178
    SCIE
  • [학술지논문] Assessing human emotional experience in pedestrian environments using wearable sensing and machine learning with anomaly detection TRANSPORTATION RESEARCH PART F-TRAFFIC PSYCHOLOGY AND BEHAVIOUR, 2025, v.109 no.1 , 540-555
    SSCI
  • [학술지논문] Assessing human responses to construction noise using EEG and EDA signal features with Consideration of individual sensitivity APPLIED ACOUSTICS, 2025, v.236 no.1 , 110717-110717
    SCIE
  • [학술지논문] Automatic method to predict visual pleasantness and unpleasantness of streetscapes and identify key microscale components for improving pedestrian environments Developments in the Built Environment, 2025, v.22 no.1 , 100652-100652
    SCIE
  • [학술지논문] Integrative building safety evaluation to mitigate disaster risks: a case study on public-use buildings in Seoul JOURNAL OF ASIAN ARCHITECTURE AND BUILDING ENGINEERING, 2025, v.24 no.3 , 1625-1639
    AHCI
  • [학술지논문] SUB-ACTIVITY ANALYSIS BY USING WRISTBAND-TYPE WEARABLE HEALTH DEVICES TO MEASURE CONSTRUCTION WORKERS' PHYSICAL DEMANDS JOURNAL OF CIVIL ENGINEERING AND MANAGEMENT, 2025, v.31 no.5 , 516-531
    SCIE
  • [학술지논문] Virtual audit of microscale environmental components and materials using streetscape images with panoptic segmentation and image classification AUTOMATION IN CONSTRUCTION, 2025, v.170 no.1105885 , 105885-105885
    SCIE
  • [학술지논문] Effectiveness of alarm sounds in preventing operator habituation to auditory warnings in construction equipment AUTOMATION IN CONSTRUCTION, 2024, v.168 no.1 , 105784-105784
    SCIE
  • [학술지논문] Enhancing pedestrian perceived safety through walking environment modification considering traffic and walking infrastructure FRONTIERS IN PUBLIC HEALTH, 2024, v.11 no.1 , 1326468-1326468
    SSCI
  • [학술지논문] 목조건축산업 활성화를 위한 건축 프로세스별 개선방안 분석 - Importance-Performance Analysis (IPA)를 활용하여 - Journal of the Architectural Institute of Korea, 2024, v.40 no.9 , 229-238
    Scopus
  • [학술지논문] Feasibility of using electrodermal activity responses to assess level of crowdedness of pedestrian paths HELIYON, 2024, v.10 no.16 , 35620-35620
    SCIE
  • [학술지논문] Measuring Habituation to Auditory Warnings Using Behavioral and Physiological Data JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT, 2024, v.150 no.7 , 04024063-04024063
    SCIE
  • [학술지논문] The impact of different types and levels of construction noise on physiological responses: Focusing on standardization and habituation SUSTAINABLE CITIES AND SOCIETY, 2024, v.112 no.1 , 105644-105644
    SCIE
  • [학술지논문] A Study on Smoking Behavior Inference in Built Environment through the Analysis of Relationships 한국건설안전학회 논문집, 2024, v.7 no.1 , 1-6
  • [학술지논문] Analysis of Mobility Constraint Factors of Fire Engines in Vulnerable Areas : A Case Study of Difficult-to-access Areas in Seoul 한국안전학회지, 2024, v.39 no.1 , 62-69
    KCI
  • [학술지논문] Pedestrian visual satisfaction and dissatisfaction toward physical components of the walking environment based on types, characteristics, and combinations BUILDING AND ENVIRONMENT, 2023, v.244 no.1 , 110776-110776
    SCIE
  • [학술지논문] Small object detection (SOD) system for comprehensive construction site safety monitoring AUTOMATION IN CONSTRUCTION, 2023, v.156 no.1 , 105103-105103
    SCIE
  • [학술지논문] Construction workers' awareness of safety information depending on physical and mental load JOURNAL OF ASIAN ARCHITECTURE AND BUILDING ENGINEERING, 2022, v.21 no.3 , 1067-1077
    AHCI
  • [학술지논문] Extended technology acceptance model to explain the mechanism of modular construction adoption JOURNAL OF CLEANER PRODUCTION, 2022, v.342 no.1 , 130963-130963
    SCIE
  • [학술지논문] 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, 2022, v.16 no.9 , 847-860
    SSCI
  • [학술지논문] Requirements Analysis for Development of Off-Site Construction Project Management System: Focusing on Precast Concrete Construction BUILDINGS, 2022, v.12 no.10 , 1499-1499
    SCIE
  • [학술지논문] Safety Management Guidelines for Precast Concrete Production Plants Using Importance-Performance Analysis JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT, 2022, v.148 no.7 , 04022038-04022038
    SCIE
  • [학술지논문] Agent-embedded system dynamics (aeSD) modeling approach for analyzing worker policies: a research case on construction worker absenteeism Construction Innovation, 2021, v.21 no.3 , 379-397
    Scopus
  • [학술지논문] Identifying shoplifting behaviors and inferring behavior intention based on human action detection and sequence analysis ADVANCED ENGINEERING INFORMATICS, 2021, v.50 no.1 , 101399-101399
    SCIE
  • [학술지논문] Relationship between rework of engineering drawing tasks and stress level measured from physiological signals AUTOMATION IN CONSTRUCTION, 2021, v.124 no.1 , 103560-1-103560-12
    SCIE
  • [학술지논문] The feasibility of information-entropy-based behavioral analysis for detecting environmental barriers INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, v.18 no.21 , 11727-1-11727-14
    SSCI
  • [학술지논문] Understanding the impact of the walking environment on pedestrian perception and comprehension of the situation JOURNAL OF TRANSPORT & HEALTH, 2021, v.23 no.1 , 101267-1-101267-10
    SSCI
  • [학술지논문] Comparison of Emergency Response Abilities and Evacuation Performance Involving Vulnerable Occupants in Building Fire Situations SUSTAINABILITY, 2020, v.12 no.1 , 87-87
    SSCI
  • [학술지논문] Physiology-based dynamic muscle fatigue model for upper limbs during construction tasks INTERNATIONAL JOURNAL OF INDUSTRIAL ERGONOMICS, 2020, v.78 no.0 , 102984-102984
    SCI
  • [학술지논문] 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, 2019, v.18 no.3 , 185-194
    AHCI
  • [학술지논문] Walkability Evaluation for Elderly People using Wearable Sensing 대한건축학회논문집 계획계, 2019, v.35 no.7 , 119-126
    KCI
  • [학술지논문] Damage Propagation from Component Level to System Level in the Electricity Sector JOURNAL OF INFRASTRUCTURE SYSTEMS, 2018, v.24 no.3 , 04018016-04018016
    SCIE
  • [학술지논문] Distributed and interoperable simulation for comprehensive disaster response management in facilities AUTOMATION IN CONSTRUCTION, 2018, v.93 no.1 , 12-21
    SCIE
  • [학술지논문] EEG Signal-Processing Framework to Obtain High-Quality Brain Waves from an Off-the-Shelf Wearable EEG Device JOURNAL OF COMPUTING IN CIVIL ENGINEERING, 2018, v.32 no.1 , 04017070-04017070
    SCI
  • [학술지논문] EEG-based workers' stress recognition at construction sites AUTOMATION IN CONSTRUCTION, 2018, v.93 no.1 , 315-324
    SCIE
  • [학술지논문] Measuring Workers' Emotional State during Construction Tasks Using Wearable EEG JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT, 2018, v.144 no.7 , 04018050-04018050
    SCIE
  • [학술지논문] DYNAMIC MODELING FOR APARTMENT BRAND MANAGEMENT IN THE HOUSING MARKET INTERNATIONAL JOURNAL OF STRATEGIC PROPERTY MANAGEMENT, 2017, v.21 no.4 , 357-370
    SSCI
  • [학술지논문] 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, 2017, v.84 no.1 , 31-41
    SCIE
  • [학술지논문] Wristband-type wearable health devices to measure construction workers' physical demands AUTOMATION IN CONSTRUCTION, 2017, v.83 no.1 , 330-340
    SCIE
  • [학술지논문] Automated hazardous area identification using laborers' actual and optimal routes AUTOMATION IN CONSTRUCTION, 2016, v.65 no.1 , 21-32
    SCIE
  • [학술지논문] Feasibility analysis of heart rate monitoring of construction workers using a photoplethysmography (PPG) sensor embedded in a wristband-type activity tracker AUTOMATION IN CONSTRUCTION, 2016, v.71 no.2 , 372-381
    SCIE
  • [학술지논문] Hybrid Simulation Framework for Immediate Facility Restoration Planning after a Catastrophic Disaster JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT, 2016, v.142 no.8 , 1-15
    SCIE
  • [학술지논문] Visualization, Information Modeling, and Simulation: Grand Challenges in the Construction Industry JOURNAL OF COMPUTING IN CIVIL ENGINEERING, 2016, v.30 no.6 , 1-16
    SCI
  • [학술지논문] Information Retrieval Framework for Hazard Identification in Construction JOURNAL OF COMPUTING IN CIVIL ENGINEERING, 2015, v.29 no.3 , 1-10
    SCI
  • [학술지논문] Postdisaster Interdependent Built Environment Recovery Efforts and the Effects of Governmental Plans: Case Analysis Using System Dynamics JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT, 2015, v.141 no.3 , 1-13
    SCIE
  • [학술지논문] Productivity Forecasting of Newly Added Workers Based on Time-Series Analysis and Site Learning JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT, 2015, v.141 no.9 , 1-10
    SCIE
  • [학술지논문] Housing Market Participants’ Decision Process and The Dynamics of Ripple Effect on Korean Housing Market -Focusing on The Cause of Housing Market Stagnation and Housing Policies After 2008 Global Financial Crisis- 한국건설관리학회 논문집, 2014, v.15 no.5 , 147-159
    KCI
  • [학술지논문] Analysis of the Degraded Performance and Restoration Plan of Lifeline Systems Considering Interdependency in the Post-disaster 한국건설관리학회 논문집, 2014, v.15 no.4 , 139-149
    KCI
  • [학술지논문] 4D BIM based Workspace Planning Process in Building Construction Project 한국건설관리학회 논문집, 2013, v.14 no.5 , 175-187
    KCI
  • [학술지논문] Analysis on Liquidity Support Policy of Unsold New Houses through Utilization of CR-REITs - Using System Dynamics - 한국건설관리학회 논문집, 2013, v.14 no.5 , 12-25
    KCI
  • [학술지논문] Dynamic Feasibility Analysis of the Housing Supply Strategies in a Recession: Korean Housing Market JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT-ASCE, 2013, v.139 no.2 , 148-160
    SCI
  • [학술지논문] Dynamic analysis of the effects of mortgage-lending policies in a real estate market MATHEMATICAL AND COMPUTER MODELLING, 2013, v.57 no.9-10 , 2106-2120
    SCI
  • [학술지논문] Modeling the dynamics of urban development project: Focusing on self-sufficient city development MATHEMATICAL AND COMPUTER MODELLING, 2013, v.57 no.9-10 , 2082-2093
    SCI
  • [학술지논문] Forecasting Economic Impacts of Construction R&D Investment: A Quantitative System Dynamics Forecast Model Using Qualitative Data 한국건설관리학회 논문집, 2013, v.14 no.2 , 131-140
    KCI
  • [학술지논문] A Study of the Tower Crane Hoisting Time Estimation Simulation Model with Climate Element for the High-Rise Building Construction 한국건설관리학회 논문집, 2013, v.14 no.2 , 96-107
    KCI
  • [학술지논문] Dynamic Strategies for Enhancing Apartment Brand Equity in Korean Housing Market 한국건설관리학회 논문집, 2013, v.14 no.3 , 65-77
    KCI
  • [학술지논문] Analysis of Building Emergency Evacuation Process with Interactions in Human Behaviors 한국건설관리학회 논문집, 2013, v.14 no.6 , 49-60
    KCI
  • [학술지논문] Automated Time-Series Cost Forecasting System for Construction Materials JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT-ASCE, 2012, v.138 no.11 , 1259-1269
    SCI
  • [학술지논문] System Dynamics Modeling of Korean Lease Contract Chonsei 한국건설관리학회 논문집, 2012, v.13 no.6 , 153-164
    KCI
  • [학술지논문] An Analysis and Improvement of Progress Payment Regulations in Korea Using System Dynamics - Focusing on Public Construction Industry -) 한국건설관리학회 논문집, 2012, v.13 no.1 , 148-159
    KCI
  • [학술지논문] A Study of the Work Efficiency in the High Altitude according to Climatic Elements 한국건설관리학회 논문집, 2012, v.13 no.3 , 67-77
    KCI
  • [학술지논문] BIM Based Time-series Cost Model for Building Projects : Focusing on Construction Material Prices 한국건설관리학회 논문집, 2011, v.12 no.2 , 111-120
    KCI
  • [학술지논문] Information Retrieval in Construction Hazard Identification 한국건설관리학회 논문집, 2011, v.12 no.2 , 53-63
    KCI
  • [학술지논문] A System Dynamics Model for Analyzing the Effect of Housing Supply Policies 한국건설관리학회 논문집, 2011, v.12 no.5 , 35-45
    KCI
  • [학술지논문] Optimum Delivery Frequency for Reducing Construction Logistics Cost under a Carbon Taxation 한국건설관리학회 논문집, 2011, v.12 no.3 , 73-82
    KCI
  • [학술지논문] Boost, Control, or Both of Korean Housing Market: 831 Countermeasures JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT-ASCE, 2010, v.136 no.6 , 693-701
    SCI
  • [학술지논문] Korean real estate market and boosting policies: Focusing on mortgage loans International Journal of Strategic Property Management, 2010, v.14 no.2 , 157-172
    Scopus
  • [학술지논문] A Dynamic Approach for Evaluating the Validity of Mortgage Lending Policies in Korean Housing Market 한국건설관리학회 논문집, 2010, v.11 no.5 , 32-40
    KCI
  • [학술지논문] Analysis of the Korean Real Estate Market and Boosting Policies Focusing on Mortgage Loans: Using System Dynamics 한국건설관리학회 논문집, 2010, v.11 no.1 , 101-112
    KCI
  • [학술지논문] Analysis of the Korean Housing Market Mechanisms and Housing Sales Policies Using System Dynamics 한국건설관리학회 논문집, 2009, v.10 no.3 , 42-52
    KCI
  • [저역서] 건설관리개론 도서출판 구미서관, 2020, 370
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  • [학술발표] Panoptic Segmentation and SHAP-Based Analysis of Street View Features Affecting Pedestrian Perceptions of Urban Environmental Quality - Focusing on Complexity · Openness · Greenery - 2025년 대한건축학회 추계학술발표대회, 대한민국, 서울, 2025-10-31 2025년 대한건축학회 추계학술발표대회논문집, 2025
  • [학술발표] Automated Pedestrian Discomfort Analysis Using CCTV Video Data and Human Keypoint Detection 2024 대한건축학회 추계학술발표대회, 대한민국, 경주, 2024-10-25 대한건축학회 학술발표대회 논문집, 2024
  • [학술발표] Feasibility Study of Assessing Pedestrian Discomfort Using Behavioral Data 2024 ASCE International Conference on Computing in Civil Engineering, 미국, 피츠버그, 2024-07-31 Proceedings of 2024 ASCE International Conference on Computing in Civil Engineering, 2024
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  • [학술발표] Universal Design Guidelines Improvement Strategies through the Analysis of Factors Influencing the Physical Walkability of the Older Adults 2024 대한건축학회 추계학술발표대회, 대한민국, 경주, 2024-10-25 대한건축학회 학술발표대회 논문집, 2024
  • [학술발표] A Study on the Automatic Generation of Post-Urban Improvement Images Using Generative AI: Applying Stable Diffusion 2024 대한건축학회 추계학술발표대회, 대한민국, 경주, 2024-10-25 대한건축학회 학술발표대회 논문집, 2024
  • [학술발표] n Analysis of Improving Automated Urban Environment Evaluation Using Street View Images - Considering the Relationships and Attributes Among Environmental Elements - 2024 대한건축학회 추계학술발표대회, 대한민국, 경주, 2024-10-25 대한건축학회 학술발표대회 논문집, 2024
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  • [학술발표] An Analysis of Peak Living Population Change Characteristic Based on Anomaly Detection for Crowd Management and Response : A Study on Districts in Seoul 2024 대한건축학회 추계학술발표대회, 대한민국, 경주, 2024-10-25 대한건축학회 학술발표대회 논문집, 2024
  • [학술발표] An Analysis of Fire and Police Facility Response Capacity Considering Population 2024 대한건축학회 추계학술발표대회, 대한민국, 경주, 2024-10-25 대한건축학회 학술발표대회 논문집, 2024
  • [학술발표] Assessing the Emotional Satisfaction of Pedestrians by Measuring Physiological and Movement Data using Wearable Sensors 2023 International Conference of Asian-Pacific Planning Societies, 베트남, 다낭, 2023-08-18 Proceedings of 2023 International Conference of Asian-Pacific Planning Societies, 2023, 893-896
  • [학술발표] Framework for Assessing the Influence of Urban Environmental Factors on the Discomfort of Pedestrians through Gait Behavior Pattern Analysis 2023 International Conference of Asian-Pacific Planning Societies, 베트남, 다낭, 2023-08-18 Proceedings of 2023 International Conference of Asian-Pacific Planning Societies, 2023, 885-888
  • [학술발표] Image-Based Learning Approach for the Evaluation and Improvement of Walking Environment based on Pedestrian Visual Satisfaction and Dissatisfaction 2023 International Conference of Asian-Pacific Planning Societies, 베트남, 다낭, 2023-08-18 Proceedings of 2023 International Conference of Asian-Pacific Planning Societies, 2023, 881-884
  • [학술발표] 영상 내 객체 추적을 통한 보행자 행동 패턴 기반의 도시 환경요인 불쾌도 평가 프레임워크 2023년 대한건축학회 춘계학술발표대회, 대한민국, 부산, 2023-04-27 2023년 대한건축학회 춘계학술발표대회논문집, 2023, 677-677
  • [학술발표] 이미지 학습을 통한 도심 보행환경 평가 및 최적 보행환경 개선 방법 추천 프레임워크 2023년 대한건축학회 춘계학술발표대회, 대한민국, 부산, 2023-04-27 2023년 대한건축학회 춘계학술발표대회논문집, 2023, 676-676
  • [학술발표] Analysis of the Effects of Walking Environment Components on Pedestrian Satisfaction and Dissatisfaction 9th International Conference on Construction Engineering and Project Management, 미국, 라스베가스, 2022-06-22 Proceedings of the 9th International Conference on Construction Engineering and Project Management, 2022, 862-869
  • [학술발표] Assessing the Human Perceptions of Physical Environmental Stressors Through Behavior Response Examination 9th International Conference on Construction Engineering and Project Management, 미국, 라스베가스, 2022-06-22 Proceedings of the 9th International Conference on Construction Engineering and Project Management, 2022, 855-862
  • [학술발표] Computer Vision-based Continuous Large-scale Site Monitoring System through Edge Computing and Small-Object Detection 9th International Conference on Construction Engineering and Project Management, 미국, 라스베가스, 2022-06-22 Proceedings of the 9th International Conference on Construction Engineering and Project Management, 2022, 1243-1244
  • [학술발표] Inferring Pedestrian Level of Service for Pathways through Electrodermal Activity Monitoring 9th International Conference on Construction Engineering and Project Management, 미국, 라스베가스, 2022-06-22 Proceedings of the 9th International Conference on Construction Engineering and Project Management, 2022, 1247-1248
  • [학술발표] Inferring Pedestrians’ Emotional States through Physiological Responses to Measure Subjective Walkability Indices 9th International Conference on Construction Engineering and Project Management, 미국, 라스베가스, 2022-06-21 Proceedings of the 9th International Conference on Construction Engineering and Project Management, 2022, 1245-1246
  • [학술발표] 보행자의 Electrodermal Activity 모니터링을 통한 보행량 추론 방법 개발에 관한 기초연구 2022년 대한건축학회 추계학술발표대회, 대한민국, 제주, 2022-10-27 2022년 대한건축학회 추계학술발표대회 논문집, 2022, 878-881
  • [학술발표] Case Analysis of Disaster Response Manuals for Improving Applicability at Disaster Sites 2022 한국안전학회 춘계학술대회, 대한민국, 제주도, 2022-05-13 2022 한국안전학회 춘계학술대회 논문집, 2022
  • [학술발표] 화재취약지역에서의 소방 특수차량 이동 제약요인 분석 및 관련 데이터셋 구축 기초연구 2022년 대한건축학회 추계학술발표대회, 대한민국, 제주, 2022-10-27 2022년 대한건축학회 추계학술발표대회 논문집, 2022, 883-886
  • [학술발표] 도시 위급상황 시 대피 및 소방활동에서의 이동성 제약요인 분석: 현장대응 취약지역을 중심으로 2021년 대한건축학회 추계학술발표대회, 대한민국, 여수, 2021-10-29 2021년 대한건축학회 추계학술발표대회논문집, 2021, 262-265
  • [학술발표] 웨어러블 기기의 Electrodermal Activity 모니터링을 통한 보행자의 스트레스 분석 2021년 대한건축학회 추계학술발표대회, 대한민국, 여수, 2021-10-28 2021년 대한건축학회 추계학술발표대회논문집, 2021, 756-759
  • [학술발표] Study for Quantitative Evaluation of Urban Environment Satisfaction Based on Physiological Signal Monitoring Using Wearable Devices 한국건설관리학회 2021 정기학술발표대회 , 대한민국, 경주, 2021-11-12 한국건설관리학회 2021 정기학술발표대회 논문집, 2021, 203-204
  • [학술발표] 이동수단과 보행환경에 따른 보행자의 안전감 분석: 대학 캠퍼스 보행환경을 중심으로 2021년 대한건축학회 추계학술발표대회, 대한민국, 여수, 2021-10-29 2021년 대한건축학회 추계학술발표대회논문집, 2021, 268-271
  • [학술발표] 프리캐스트 콘크리트 부재 생산공장의 영상기반 안전 모니터링을 위한 안전관리 체크리스트 구축 2021년 대한건축학회 춘계학술발표대회, 대한민국, 서귀포, 2021-04-22 2021년 대한건축학회 춘계학술발표대회논문집, 2021, 452-455
  • [학술발표] A Study on the Recognition and Feedback of Unsafe Behaviors of Children Pedestrian Using Wearable Devices 2020년 대한건축학회 추계학술발표대회, 대한민국, 서울, 2020-10-29 2020년 대한건축학회 추계학술발표대회논문집 제40권 제2호(통권 제74집), 2020, 675-678
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  • [학술발표] Applicability of Concrete Pipe Housing for Single-Person Household in Korea International Congress and Conferences on Computational Design and Engineering, 말레이지아, 페낭, 2019-07-09 Proceedings of International Congress and Conferences on Computational Design and Engineering 2019 (I3CDE 2019), 2019
  • [학술발표] Framework for Abnormal Situation Identification through Human Action Detection and Action Sequence Analysis International Congress and Conferences on Computational Design and Engineering, 말레이지아, 페낭, 2019-07-09 Proceedings of International Congress and Conferences on Computational Design and Engineering 2019 (I3CDE 2019), 2019
  • [학술발표] Physiological Response by Construction Noise According to Temporal Characteristics 26th International Congress on Sound and Vibration, 캐나다, 몬트리올, 2019-07-09 Proceedings of the 26th International Congress on Sound and Vibration, 2019
  • [학술발표] A Supervised Learning-Based Construction Workers’ Stress Recognition Using a Wearable Electroencephalography (EEG) Device Construction Research Congress 2018, 미국, 뉴올리언스, 2018-10-03 Proceedings of Construction Research Congress 2018, 2018, 40-50
  • [학술발표] Feasibility analysis of a modular-type housing infrastructure using Building Information Modeling after the unification of South and North Korea - Focused on apartment house - 대한건축학회 학술발표대회, 대한민국, 평창, 2018-10-26 대한건축학회 학술발표대회 논문집, 2018, 707-710
  • [학술발표] 건설 작업자 안전보건증진을 위한 웨어러블 기기 현장 적용방안 제28회 통신정보 합동학술대회, 대한민국, 여수, 2018-05-04 제28회 통신정보 합동학술대회 논문집, 2018
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  • [학술발표] Construction of a Sensor Network Framework based on Blockchain Technology with enhanced Safety and Privacy Security for Construction Workers 대한건축학회 학술발표대회, 대한민국, 평창, 2018-10-26 대한건축학회 학술발표대회 논문집, 2018, 717-722
  • [학술발표] 건설현장 작업자들의 직업관련성 건강위험요소 분석 연구 2018 전국 대학생 학술발표대회, 대한민국, 서울, 2018-11-10 2018 전국 대학생 학술발표대회 논문집, 2018, 26-29
  • [학술발표] Analysis of Urban Walking Environment Affecting Pedestrian Wayfinding to Enhance Walkability 2018년 대한건축학회 추계학술발표대회, 대한민국, 평창, 2018-10-27 2018년 대한건축학회 추계학술발표대회 논문집, 2018, 333-334
  • [학술발표] A Study for Analysis and Improvement of Safety-Walkability at Night based on Pedestrian Responses 2018 대한건축학회 추계학술발표대회, 대한민국, 평창, 2018-10-27 2018 대한건축학회 추계학술발표대회 논문집, 2018, 331-332
  • [학술발표] Feasibility Analysis of New Type of Small-Scale Single-Person Housing Using Concrete Pipe 대한건축학회 학술발표대회, 대한민국, 평창, 2018-10-26 대한건축학회 학술발표대회 논문집, 2018, 711-716
  • [학술발표] Feasibility of Field Measurement of Construction Workers’ Valence Using a Wearable EEG Device ASCE International Workshop on Computing in Civil Engineering 2017, 미국, Seattle, 2017-06-26 Proceedings of Congress on Computing in Civil Engineering, 2017
  • [학술발표] A Comparative Study on Color Standards for Construction Safety Signage 한국건설관리학회 정기학술발표대회, 대한민국, 2017-11-17 한국건설관리학회 학술발표대회논문집 2017, 2017, 19-20
  • [학술발표] A Study on Efficient Evacuation Planning for Diverse Occupants of Variable Spaces in Remodeling Construction Sites 한국건설관리학회 전국 대학생 학술발표대회 , 대한민국, 서울, 2017-11-18 한국건설관리학회 전국 대학생 학술발표대회 논문집, 2017, 76-79
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  • [지적재산권] 휴먼센서데이터와 이상치 탐지를 활용한 보행자 감정분류 알고리즘 Domestic : Software , Registration
  • [지적재산권] 거리 요소 자동 인식을 통한 가로경관 이미지 쾌적함/불쾌함 평가 알고리즘 Domestic : Software , Registration
  • [지적재산권] 보행자의 물리적 보행 패턴 특성 추출 및 이를 활용한 불쾌도 평가 알고리즘 Domestic : Software , Registration
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Courses

  • 2026-1st

    • Smart Disaster and Safety Risk Management

      • Subject No 36378Class No 01
      • 4Year ( 3Credit , 3Hour) Tue 5~5 (ENG A102) , Thu 6~6 (ENG A102)
        • 영문계획안

    • Introduction to Architectural and Urban Systems Engineering 강의 계획서 상세보기

      • Subject No 38419Class No 01
      • 1Year ( 3Credit , 3Hour) Mon 4~4 (ENG A101) , Thu 5~5 (ENG A101)

    • Seminar in Sustainable and Resilient Smart Cities 강의 계획서 상세보기

      • Subject No G17662Class No 01
      • Year ( 3Credit , 3Hour) Tue 2~3 (ENG )

  • 2025-2nd

    • Urban Infrastructure Planning and Development

      • Subject No 38441Class No 01
      • 2Year ( 3Credit , 3Hour) Wed 6~6 (ENG A101) , Fri 4~4 (ENG A101)
        • 영문계획안

    • Intelligent Urban Data Processing and Analytics 강의 계획서 상세보기

      • Subject No G17658Class No 01
      • Year ( 3Credit , 3Hour) Wed 3~4 (ENG )

  • 2025-1st

    • Smart Disaster and Safety Risk Management

      • Subject No 36378Class No 01
      • 4Year ( 3Credit , 3Hour) Mon 4~4 (ENG A103) , Thu 5~5 (ENG A103)
        • 영문계획안

    • Introduction to Architectural and Urban Systems Engineering 강의 계획서 상세보기

      • Subject No 38419Class No 01
      • 1Year ( 3Credit , 3Hour) Mon 5~5 (ENG A103) , Wed 4~4 (ENG A103)

    • Research Design in Planning 강의 계획서 상세보기

      • Subject No G17653Class No 01
      • Year ( 3Credit , 3Hour) Tue 2~3 (ENG )

  • 2024-2nd

    • Introduction to Urban Infrastructure Systems

      • Subject No 38441Class No 01
      • 2Year ( 3Credit , 3Hour) Mon 3~3 (ENG A101) , Wed 2~2 (ENG A101)
        • 영문계획안

    • Dynamic Analysis of Architectural and Urban Systems 강의 계획서 상세보기

      • Subject No G17669Class No 01
      • Year ( 3Credit , 3Hour) Wed 3~4 (ENG )

  • 2024-1st

    • Urban Emergency Management and Public Safety

      • Subject No 36378Class No 01
      • 4Year ( 3Credit , 3Hour) Mon 4~4 (ENG A101) , Thu 5~5 (ENG A101)
      • ABEEK
        • 영문계획안

    • Introduction to Architectural and Urban Systems Engineering 강의 계획서 상세보기

      • Subject No 38419Class No 01
      • 1Year ( 3Credit , 3Hour) Mon 5~5 (ENG A101) , Wed 4~4 (ENG A101)

    • Advanced Information and Communication Technologies for Smarter Cities 강의 계획서 상세보기

      • Subject No G17609Class No 01
      • Year ( 3Credit , 3Hour) Wed 2~3 (ENG )
      • Professor Changed

  • 2023-1st

    • Introduction to Architectural and Urban Systems Engineering 강의 계획서 상세보기

      • Subject No 38419Class No 01
      • 1Year ( 3Credit , 3Hour) Mon 6~6 (ENG ) , Wed 5~5 (163)
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Academic Background

Seoul Nat'l Univ. 공학박사(건축학)

Seoul Nat'l Univ. 공학석사(건축학)

Seoul Nat'l Univ. 공학사(건축공학)(건축학)

Work Experience

Department Chair, Architectural & Urban Systems Engineering 2019-02-01 ~ 2021-01-31

University of Michigan 2015-04-01 ~ 2017-02-28