PUBLICATION

(2022) Abbas, A., Seo, J., Ahn, S., Luo, Y., Wyllie, M.J., Lee, G. and Billinghurst, M.  “How Immersive Virtual Reality Safety Training System Features Impact Learning Outcomes: An Experimental Study” Journal of Engineering in Management, ASCE. (Accepted, Corresponding author)

(2022) Torku, A., Chan, A., Yung, E. and Seo, J. “Detecting stressful older adults-environment interactions to improve neighbourhood mobility: A multimodal physiological sensing, machine learning, and risk hotspot analysis-based approach” Building and Environment, Elsevier (https://doi.org/10.1016/j.buildenv.2022.109533)

(2022) Torku, A., Chan, A., Yung, E. Seo, J. and Antwi-Afari, M. F. “Wearable Sensing and Mining of the Informativeness of Older Adults’ Physiological, Behavioral, and Cognitive Responses to Detect Demanding Environmental Conditions” Environment & Behavior, SAGE. 54(6) (https://doi.org/10.1177/00139165221114894)

(2022) Rhee, J.H., Ma, J.H., Seo, J. and Cha, S. “Review of Applications and User Perceptions of Smart Home Technology for Health and Environmental Monitoring”, Journal of Computational Design and Engineering, Oxford Univ. Press. 9(3) (https://doi.org/10.1093/jcde/qwac030)

(2022) Lee, J., Seo, J. Chi, S and Hwang, J. “Synthetic Image Dataset Development for Vision-based Construction Equipment Detection”, Journal of Computing in Civil Engineering, ASCE. 36(5) (Corresponding author) (https://doi.org/10.1061/(ASCE)CP.1943-5487.0001035)

(2022) Gong, Y., Yang, K., Seo, J. and Lee, J. “Acceleration-based Action Recognition through Hierarchical Classification for Activity Analysis in Construction”, Journal of Building Engineering, Elsevier. (Corresponding author) (https://doi.org/10.1016/j.jobe.2022.104448)

(2022) Chi, H.L., Kim, M.K., Liu, K.Z., Thedja, J.P.P., Seo, J. and Lee, D.E “Rebar inspection integrating augmented reality and laser scanning” Automation in Construction, Elsevier. 136 (https://doi.org/10.1016/j.autcon.2022.104183)

(2022) Hwang, J., Kim, J., Chi, S. and Seo, J. “Development of Training Image Database Using Web Crawling for Vision-based Site Monitoring” Automation in Construction, Elsevier. 135 (https://doi.org/10.1016/j.autcon.2022.104141)

(2021) Kong, F., Ahn, S., Seo, J., Kim, T. and Huang, Y. “Beacon-Based Individualized Hazard Alarm System for Construction Site: An Experimental Study on Sensor Deployment”, Applied Sciences, MDPI. 11(24), 11654 (https://doi.org/10.3390/app112411654)

(2021) Torku, A., Chan, A., Yung, E. and Seo, J. “The influence of urban visuospatial configuration on older adults’ stress: A wearable physiological-perceived stress sensing and data mining based-approach”, Building and Environment, Elsevier. 206.  (https://doi.org/10.1016/j.buildenv.2021.108298)

(2021) Lee, J., Lee, H, Park, M. and Seo, J. “Early Stage Cost Estimation Model for Large-scale Project with Limited Historical Data”, Engineering, Construction and Architectural Management, Emerald (Corresponding author) (https://doi.org/10.1108/ECAM-04-2020-0261)

(2021) Seo, J. and Lee. S. “Automated Postural Ergonomic Risk Assessment Using Vision-based Posture Classification”, Automation in Construction, Elsevier. 128 (Corresponding author) (https://doi.org/10.1016/j.autcon.2021.103725) 

(2020) Antwi-Afari, M. F., Li, H., Seo, J., Anwer, S, Yevu, S. and Wu, Z. “Validity and Reliability of a Wearable Insole Pressure System for Measuring Gait Parameters to Identify Safety Hazards in Construction”, Engineering, Construction and Architectural Management, Emerald.  (https://doi.org/10.1108/ECAM-05-2020-0330)

(2020) Jin, Y., Seo, J., Lee, J., Ahn, S. and Han, S. “BIM-based Spatial Augmented Reality (SAR) For Architectural Design Collaboration: A Proof of Concept”, Applied Sciences, MDPI. 10(17), 5915 (Corresponding author) (https://doi.org/10.3390/app10175915) (This article belongs to the Special Issue BIM and Its Integration with Emerging Technologies)

(2020) Lee, J., Seo, J., Abbas, A and Choi, M “End-users' Augmented Reality Utilization for Architectural Design”, Applied Sciences, MDPI, 10(15), 5363 (Corresponding author) (https://doi.org/10.3390/app10155363) 

(2020) Abbas, A., Seo, J. and Kim, M. “Impact of Mobile Augmented Reality System on Cognitive Behavior and Performance During Rebar Inspection Tasks”, Journal of Computing in Civil Engineering, ASCE, 34(6), (Corresponding author) (https://doi.org/10.1061/(ASCE)CP.1943-5487.0000931)

(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 (https://doi.org/10.1016/j.ergon.2020.102984) 

(2020) Kim. J., Hwang. J., Chi. S. and Seo, J. “Towards database-free vision-based monitoring on construction sites: A deep active learning approach”, Automation in Construction, Elsevier. 120 (https://doi.org/10.1016/j.autcon.2020.103376) 

(2020) Choi, M., Seo, J., and Ahn, S. “VR-Based Investigation of Construction Forklift Operators’ Situation Awareness for Safety in Various Tasks”, Accident Analysis and Prevention, Elsevier, 136 (Corresponding author) (https://doi.org/10.1016/j.aap.2019.105404) 

(2019) Choi, M., Seo, J., and Ahn, S. “VR-Based Investigation of Construction Forklift Operators’ Situation Awareness for Safety in Various Tasks”, Accident Analysis and Prevention, Elsevier. (Corresponding author) (https://doi.org/10.1016/j.aap.2019.105404) 

(2019) Kim, J., Chi, S., and Seo, J. “Automated Vision-based Construction Object Detection Using Active Learning.” Journal of the Korean Society of Civil Engineers, 39(5), 631-636. [KCI]

(2019) Abbas, A., Choi, M., Seo, J., Cha, S., and Li, H. “Effectiveness of Immersive Virtual Reality-based Communication for Construction Projects”, KSCE Journal of Civil Engineering, Springer, Vol. 23, No. 12, pp. 4972-4983 (Corresponding author) (https://doi.org/10.1007/s12205-019-0898-0)

(2019) Antwi-Afari, M. F., Li, H., Wong, J. K W., Oladinrin, O., Seo, J., and Wong, A. Y. L. “Sensing and Warning Based Technology Applications to Improve Occupational Health and Safety in the Construction Industry: A Review” Engineering, Construction and Architectural Management, Emerald. (https://doi.org/10.1108/ECAM-05-2018-0188). 

(2019) Ryu, J., Seo, J., Jebelli, H., and Lee, S. “Automated Action Recognition Using an Accelerometer-Embedded Wristband-Type Activity Tracker”, Journal of Construction Engineering and Management, ASCE, Vol. 145, No. 1

(2018) Antwi-Afari, M. F., Li, H., Seo, J., and Wong, A. Y.L. “Automated Detection and Classification of Construction Workers’ Loss of Balance Events Using Wearable Insole Pressure Sensors” Automation in Construction, Elsevier, Vol. 96, pp. 189-199

(2018) Cha, S., Seo, J., Baek, S, and Koo, C. “Towards a Well-planned, Activity-based Work Environment: Automated Recognition of Office Activities Using Accelerometers” Building and Environment, Elsevier. Vol 144, pp. 86-93 (Corresponding author)

(2018) Luo, X., Li, H., Cao, D., Dai, F., Seo, J., and Lee, S. “Recognizing Diverse Construction Activities in Site Images via Relevance Networks of Construction-Related Objects Detected by Convolutional Neural Networks” Journal of Computing in Civil Engineering, ASCE. Vol. 32, No. 3 (received 2018 Best Paper Award)

(2018) Antwi-Afari, M.F., Li, H., Edwards, D.J., Pärn, E.A., Seo, J. and Wong, A.Y.L. “Identification of Potential Biomechanical Risk Factors for Low Back Disorders during Repetitive Rebar Lifting” Construction Innovation: Information, Process, Management, Emerald. Vol. 18, No. 2, pp. 206-226

(2017) Seo, J., Alwasel, A., Lee, S., Abdel-Rahman, E. and Hass, C. “A Comparative Study of In-field Motion Capture Approaches for Body Kinematics Measurement in Construction” ROBOTICA, Cambridge Univ. Press. Published Online (https://doi.org/10.1017/S0263574717000571). (Corresponding author)

(2017) Yan, X., Li, H., Seo, J., Zhang, H., Wang, H., and Wang, C. “Development of Ergonomic Posture Recognition Technique Based on 2D Ordinary Camera for Construction Hazard Prevention Through View-Invariant Features in 2D Skeleton Motion” Advanced Engineering Informatics, Elsevier. Vol. 34, pp. 152-163

(2017) Antwi-Afari, M.F., Li, H., Edwards, D.J., Pärn, E.A., Seo, J. and Wong, A.Y.L. “Effects of Different Weights and Lifting Postures on Balance Control Following Repetitive Lifting Tasks in Construction Workers” International Journal of Building Pathology and Adaptation, Emerald. Vol. 35, No. 3, pp. 247-263

(2017) Antwi-Afari, M.F., Li, H., Edwards, D.J., Pärn, E.A., Seo, J. and Wong, A.Y.L. “Biomechanical Analysis of Risk Factors for Work-related Musculoskeletal Disorders During Repetitive Lifting Task in Construction Workers” Automation in Construction, Elsevier. Vol. 83, pp. 41-47

(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. Vol. 71, pp. 372-381

(2016) Seo, J., Lee, S. and Seo, J. “Simulation-based Assessment of Workers’ Muscle Fatigue and Its Impact on Construction Operations” Journal of Construction Engineering and Management, ASCE. Vol. 142, No. 11

(2015) Golabchi, A., Han, S., Seo, J., Han, S., Lee, S. and Al-Hussein, M. “An Automated Biomechanical Simulation Application to Ergonomic Job Analysis for Workplace Design” Journal of Construction Engineering and Management, ASCE. Vol. 141, No. 8

(2015) Seo, J., Han, S., Lee, S. and Kim, H. "Computer Vision Techniques for Construction Safety and Health Monitoring” Advanced Engineering Informatics, Elsevier, Vol. 29, No. 2, pp. 239-251 (Corresponding author)

(2015) Seo, J., Starbuck, R., Han, S., Lee, S. and Armstrong, T. "Motion-Data–driven Biomechanical Analysis during Construction Tasks on Sites” Journal of Computing in Civil Engineering, ASCE. Vol. 29, No. 4 (Invited Paper from article at the 2013 ASCE International Workshop on Computing in Civil Engineering) 

(2010) Koo, C.W., Hong, T.H., Hyun, C.T, Park, S.H. and Seo, J., “A Study on the Development of a Cost Model Based on the Owner’s Decision Making at the Early Stages of a Construction Project”, International Journal of Strategic Property Management, Vol. 14, pp. 121-137

(2009) Lee, H.S., Seo, J., Park, M., Ryu, H.G. and Kwon, S.S., “Transaction-Cost-Based Selection of Appropriate General Contractor-Subcontractor Relationship Type”, Journal of Construction Engineering and Management, ASCE, Vol. 135, No. 11, pp. 1232-1240

(2008) Seo, J., Ryu, H.G. and Lee, D.Y., “Development of Public Office Cost Estimating Framework in Feasibility and Design Stage”, Journal of Architectural Institute of Korea, Vol. 23, No. 3, pp153-160

(2020) Abbas, A., Seo, J. and Kim, M. “An Augmented Reality System for the Construction Industry and Its Impact on Workers’ Situational Awareness” The 8th International Conference on Construction Engineering and Project Management, Hong Kong, December 7-8, 2020

(2020) Luo, Y., Seo, J., Abbas, A. and Ahn, S. “Impact of the Presence of Different Levels of Interactive Devices on Behavioral Performance in IVR-based Construction Safety Training” The 8th International Conference on Construction Engineering and Project Management, Hong Kong, December 7-8, 2020

(2020) Gong, Y. and Seo, J. “Field Test of Automated Activity Classification Using Acceleration Signals from a Wristband” The 8th International Conference on Construction Engineering and Project Management, Hong Kong, December 7-8, 2020

(2020) Abbas, A., Seo, J. and Kim, M. “Exploring the Construction Task Performance and Cognitive Workload of Augmented Reality-Assisted Rebar Inspection Tasks” ASCE Construction Research Congress 2020, Tempe, Arizona, United States, March 8-10, 2020

(2019) Hwang, J., Kim, J., Chi, S. and Seo, J. “Web Crawling-based Automated Training Database Development for Vision-based Monitoring on Construction Sites” 2019 KSCE Convention Conference & Civil Expo, PyeongChang, Korea (Received a best paper award)

(2019) Wang, J., Seo, J., Siu, M.F., Hwang, S., and Yu, K. “Workload Analysis of Rebar Worker Using Wearable Wristband in Hong Kong 6-Day Cycle Building Construction” CIB World Building Congress 2019, Hong Kong SAR, China, June 17-21, 2019.

(2019) Abbas, A., Choi, M., Seo, J., Cha, S., and Li, H. “Communication Effectiveness in Face-to-Face and Immersive Virtual Environment: An Initial Evaluation for Construction” CIB World Building Congress 2019, Hong Kong SAR, China, June 17-21, 2019.

(2018) Antwi-Afari, M. F., Li, H., Seo, J., Wong, A. Y. L., Lee, S., and Edwards, D. J. “Wearable Insole Pressure Sensors for Automated Detection and Classification of Slip-Trip-Loss-of-Balance Events in Construction Workers” Construction Research Congress, New Orleans, Louisiana, USA, April 2-5, 2018.

(2017) Antwi-Afari, M. F., Li, H., Seo, J., and Wong, A. Y. L. “Effects of Quadriceps Muscle Fatigue on Balance Control and Fall Injuries following Repetitive Squat Lifting Task in Construction Workers” In: Laryea, S. and Ibem, E. (Eds) Proceedings 7th West Africa Built Environment Research (WABER) Conference, 16-18 August 2017, Accra, Ghana, 607-615 (Received Gibrine Adam Promising Young Scholar Award)

(2016) Seo, J., Yin, K. and Lee, S. “Automated Postural Ergonomic Assessment Using Computer Vision-based Posture Classification” 2016 ASCE Construction Research Congress, San Juan, Puerto Rico

(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 Wearable Activity Tracker” 2016 ASCE Construction Research Congress, San Juan, Puerto Rico

(2016) Ryu, J., Seo, J., Liu, M., Lee, S. and Haas, C. “Action Recognition Using a Wristband Type Activity Tracker: Case Study of Masonry Work” 2016 ASCE Construction Research Congress, San Juan, Puerto Rico

(2015) Seo, J., Liu, M. and Lee, S. “Vision-based Posture Classification Using Virtual Training Datasets for Automated Postural Ergonomic Evaluation” 15th International Conference on Construction Applications of Virtual Reality, Banff, Alberta, Canada (Nominated for the best paper, honorably mentioned)

(2015) Seo, J., Moon, M. and Lee, S. “Construction Operation Simulation Reflecting Workers’ Muscle Fatigue” 2015 ASCE International Workshop on Computing in Civil Engineering, Austin, TX

(2014) Seo, J., Starbuck, R., Han, S., Lee, S. and Armstrong, T. J. “Dynamic Biomechanical Analysis for Construction Tasks Using Motion Data from Vision-Based Motion Capture Approaches” Joint Conference International Conference on Computing in Civil and Building Engineering and CIB W078 Annual International Conference, Orlando, FL

(2014) Starbuck, R., Seo, J., Han, S. and Lee, S. “A Stereo Vision-based Approach to Marker-less Motion Capture for On-Site Kinematic Modeling of Construction Worker Tasks” Joint Conference International Conference on Computing in Civil and Building Engineering and CIB W078 Annual International Conference, Orlando, FL

(2014) Seo, J., Han, S., Lee, S. and Armstrong, T. J. “Feasibility of On-Site Biomechanical Analysis during Ladder Climbing” 2014 ASCE Construction Research Congress, Atlanta, GA

(2013) Seo, J., Han, S., Lee, S. and Armstrong, T. J. “Motion-Data–driven Unsafe Pose Identification through Biomechanical Analysis” 2013 ASCE International Workshop on Computing in Civil Engineering, Los Angeles, CA. (Identified as one of the top papers and invited to the special issue publication in the ASCE Journal of Computing in Civil Engineering).

(2013) Seo, J., Han, S., Armstrong, T. J. and Lee, S. “Force Prediction during Ladder Climbing for Biomechanical Analysis” 8th International Conference on Prevention of Work-related Musculoskeletal Disorders, Busan, Korea.

(2013) Seo, J., Lee, S., Armstrong, T. J. and Han, S. “Dynamic Biomechanical Simulation for Identifying Risk Factors for Work-related Musculoskeletal Disorders during Construction Tasks” 30th International Symposium on Automation and Robotics in Construction and Mining (ISARC), Montréal, Canada.

(2011) Jun, Y. J., Seo, J., Park, S.H. and Kwon, O.K, “Estimating the Owner’s Appropriate Manpower Model to Manage Delivery Method for the Military Institute Facility” KICEM Annual Conference, pp 83-84, November 2011 (Received Excellent Paper Award)

(2009) Seo, J., Park, S.H., Koo, C.W. and Kim, J.H., “A Cost Data-Based Cost Estimating Model For Finishes in the Korean Public Office Building Projects” The 3rd International Conference on Construction Engineering and Management (ICCEM) and The 6th International Conference on Construction Project Management (ICCPM), May 2009, KICEM

(2009) Koo, C.W., Park, S.H., Seo, J., Hong, T.H. and Hyun, C.T., “A Study on the Development of a Cost Model Based on the Owner’s Decision Making at the Early Stages of a Construction Project” The 3rd International Conference on Construction Engineering and Management (ICCEM) and The 6th International Conference on Construction Project Management (ICCPM), May 2009, KICEM

(2007) Lim, H.Y., Yoo, S.K. and Seo, J., “A Case Study on Construction Management in Nuritkum Spuare Project” Proceedings of the Korean Institute of Construction Engineering and Management, pp. 25-31, November 2007

(2007) Seo, J., Ryu, H.G. and Lee, D.R., “Framework of the Cost Model for Public Office Buildings in Korea” Proceedings of Quantity Surveying International Convention, pp.234-243, September 2007

(2005) Seo, J., Ryu, H.G., Park, M. and Lee, H.S., “Progress Monitoring using Augmented Reality” Proceedings of Fall Conference of Architectural Institute of Korea, pp. 253-256, October 2005

(2020) Seo, J. et al. “Method for Developing Synthetic Image Datasets for Vision-based Construction Site Mornitoring” Hong Kong SAR Short-term Patent, Application No. 32020010234.3, June 30, 2020 (Pending)

(2020) Seo, J. et al. “Human-Computer Interactive Learning System for Training Databased Development and Vision-based Construction Monitoring” Hong Kong SAR Short-term Patent, Application No. 32020010231.9, June 30, 2020 (Pending)

(2020) Seo, J. et al. “Cost estimating model and method for building projects in planning phase using CBR and GA.” South Korea patent, No. 1011124210000, January 30, 2012