Publications
Publications
Refereed Journal Papers
[26] Kang, T. and Song, K. (2025) “Data augmentation using multivariate time series decomposition for predicting daily energy consumption of new buildings.” Buildings, MDPI, Vol. 15, 3467. https://doi.org/10.3390/buildings15193467
[25] Song, K., Ahn, J., and Cho, J. (2025) “Three-Dimensional Human Skeleton Clustering for Identifying Trainees’ Reference Action Segments during Personal Protective Equipment Training.” Engineering, Construction and Architectural Management, Emerald. https://doi.org/10.1108/ECAM-04-2025-0699
[24] Kim, J., Park, S., Moukhliss, S., Song, K., and Koo, D. (2025) “ Perceptions of Artificial Intelligence (AI) in the Construction Industry Among Undergraduate Construction Management Students: A Study of Future Leaders.” Buildings, MDPI, Vol. 15. https://doi.org/10.3390/buildings15071095
[23] Cho, J., Song, K., Park, M., Ahn, C., and Kim, T.W. (2025) “Investigation of source ambiguity of floor noises in wall-slab buildings from the perspective of junction attenuations: A real case field study.” Indoor and Built Environment, SAGE, Vol. 15. https://doi.org/10.1177/1420326X241268037
[22] Kim, J., Song, K., Lee, G., and Lee, S. (2024) “Time-series data clustering with load-shape preservation for identifying residential energy consumption behaviors.” Energy and Buildings, Elsevier, Vol. 311, 114130. https://doi.org/10.1016/j.enbuild.2024.114130
[21] Cho, J., Song, K., Park, M., Ahn, C., and Kim, T.W. (2024) “Effects of Periodic Materials on Distance Attenuation in Wall-slab Structures: An Experiment .” Buildings, MDPI, Vol. 14. https://doi.org/10.3390/buildings14030694
[20] Olatoye, O., Jang, Y, Song, K., and Ahn, J. (2023) “Impact of COVID-19 on Social and Psychological Well-Being of Workers in Construction Projects: A Comparative Analysis of Managers and Laborers.” Buildings, MDPI, Vol. 13, 1902. https://doi.org/10.3390/buildings13081902
[19] Heo, J., Song, K., Han, S., and Lee, D. (2021) “Multi-Channel Convolutional Neural Network for Integration of Meteorological and Geographical Features in Solar Power Forecasting.” Applied Energy, Elsevier, Vol. 295, 117083. https://doi.org/10.1016/j.apenergy.2021.117083
[18] Cho, J., Lee. H., Park M., Song, K., Kim, J. and Kwon, N. (2021) “Estimating the Performance of Heavy Impact Sound Insulation Using Empirical Approaches.”, Journal of Asian Architecture and Building Engineering, Taylor and Francis.
[17] Song, K., Jang, Y., Park, M., Lee. H., and Ahn, J. (2020) “Energy Efficiency of End-User Groups for Personalized HVAC Control in Multi-Zone Buildings.”, Energy, Elsevier, Vol. 206, 118116.
[16] Song, K., Anderson. K., Lee. S., Raimi, K.T. and Hart, P.S. (2020) “Non-Invasive Behavioral Reference Group Categorization considering Temporal Granularity and Aggregation Level of Energy Use Data.” Energies, MDPI, Vol. 13, 3678.
[15] Jang, Y., Song, K., Park, M., and Ahn, Y. (2020) “Classifying the Business Model Types of International Construction Contractors.”, Journal of Construction Engineering and Management, ASCE, Vol. 146, 04020056.
[14] Song, K., Ahn, J., Ahn. Y., Park, M., and Kwon, N. (2020) “Reduction and Transformation of Energy Use Data for End-User Group Categorization in Dormitory Buildings.”, Journal of Building Engineering, Elsevier, Vol. 32, 101524.
[13] Kwon, N., Song, K., Ahn, Y., Park, M., and Jang, Y. (2020) “Maintenance Cost Prediction for Aging Residential Buildings based on Case-Based Reasoning and Genetic Algorithm.”, Journal of Building Engineering, Elsevier, Vol. 28, 101006.
[12] Song, K., Anderson, K., and Lee, S. (2020) “An Energy-Cyber-Physical System for Personalized Normative Messaging Interventions: Identification and Classification of Behavioral Reference Groups.”, Applied Energy, Elsevier, Vol. 260, 114237.
[11] Kwon, N., Song, K., Park, M., Jang, Y., Y, I. and Ahn Y. (2019) “Preliminary Service Life Estimation Model for MEP Components using Case-Based Reasoning and Genetic Algorithm.” Sustainability, MDPI, Vol. 11, 3074.
[10] Song, K., Ahn, Y., Ahn, J. and Kwon N. (2019) “Development of an Energy Saving Strategy Model for Retrofitting Existing Buildings: A Korean Case Study.” Energies, MDPI, Vol. 12, 1626.
[09] Kwon, N., Song, K., Lee, H. and Park, M. (2018) “Construction Noise Risk Assessment Model focusing on Construction Equipment.” Journal of Construction Engineering and Management, ASCE, Vol. 144, 04018034.
[08] Song, K., Kwon, N., Anderson, K., Park, M., Lee, H. and Lee, S. (2017) “Predicting Hourly Energy Consumption in Buildings using Occupancy-Related Characteristics of End-User Groups.” Energy and Buildings, Elsevier, Vol. 156, pp. 121-133.
[07] Song, K., Kim, S., Park, M. and Lee, H. (2017) “Energy Efficiency-Based Course Timetabling for University Buildings.” Energy, Elsevier, Vol. 139, pp. 394-405.
[06] Anderson, K., Song, K., Lee, S., Krupka, E., Lee, H. and Park, M. (2017) “Longitudinal Analysis of Normative Energy Use Feedback on Dormitory Occupants.” Applied Energy, Elsevier, Vol. 189, pp. 623-639.
[05] Ahn, J., Park, M., Lee, H., Ahn, S., Ji, S., Song, K. and Son, B. (2017) “Covariance Effect Analysis of Similarity Measurement Methods for Early Construction Cost Estimation using Case-Based Reasoning.” Automation in Construction, Elsevier, Vol. 81, pp. 254-266.
[04] Anderson, K., Song, K., Lee, S., Lee, H. and Park, M. (2015) “Energy Consumption in Households while Unoccupied: Evidence from Dormitories.” Energy and Buildings, Elsevier, Vol. 87, pp. 335-341.
[03] Jeon, J., Lee, H., Park, M., Kim, H. and Song, K. (2013) “Development of a Web GIS-Based Flood Management System for the Architectural Heritage.” Journal of the Architectural Institute of Korea, Architectural Institute of Korea, Vol. 31, pp. 45-53.
[02] Song, K., Park, M., Lee, H., Shin, J., Kim, S. and Jung, H. (2013) “Development of Energy Saving Strategy Model for Reducing Energy Consumption in Educational Facilities: Focusing on Facilities in Universities.” Journal of the Architectural Institute of Korea, Architectural Institute of Korea, Vol. 29, pp. 91- 100.
[01] Kim, S., Lee, H., Park, M., Jung, H. and Song, K. (2012) “A Study on the Scenarios of Greenhouse Gas Reduction on Seoul National University.” Journal of Korea Facility Management, Korea Facility Management Association, Vol. 7, pp. 15-23.
Refereed Conference Papers
[15] Jung, W. and Song, K. (2025) “Virtual and Augmented Reality in Building Science Education: A Review Framework.” International Conference on Computing in Civil Engineering 2025, ASCE, New Orleans, LA (Accepted).
[14] Song, K., Ahn, J., and Ray, V. (2025) “Understanding Construction Students’ Inspection of Safety Harnesses for Effective Behavioral Feedback Design in Augmented Fall Protection Training.” 2025 ASEE IL-IN Section Conference, ASEE, Terre Haute, IN (Accepted).
[13] Song, K. and Ahn, J. (2025) “Decomposition of Warm Discomfort-Related Actions through Deep Clustering for Identifying Occupants’ Demographic Characteristics.” 12th IEEE Conference on Technologies for Sustainability, IEEE, Santa Ana, CA.
[12] Younesi, M., Jang, Y., and Song, K. (2024) “Physiological Signal Analysis for Awkward Working Postures of Construction Workers using Wearable Biosensor.” Construction Research Congress 2024, ASCE, Ames, IA.
[11] Tian, C., Kang, K., Zheng, Y., Song, K., and Debs, L. (2024) “Feasibility of Low-Cost 3D Reconstruction of Small Infrastructure Assets: A Case Study of Fire Hydrants.” International Conference on Computing in Civil Engineering 2023, ASCE, Corvallis, OR.
[10] Song, K., Kang, K., and Min, B.C. (2022) “Recognition of Occupants’ Cold Discomfort-Related Actions for Energy-Efficient and Comfortable Buildings.” 9th International Conference on Construction Engineering and Project Management 2022, Las Vegas, NV.
[09] Song, K., Lee, G., Han. S.U., and Lee, S. (2022) “Evaluation of Construction Workers’ Emotional States during Virtual Reality-Based Safety Training.” Construction Research Congress 2022, ASCE, Arlington, VA.
[08] Kim, Y., Song, K., and Kang, K. (2022) “Framework for Machine Learning-based Pavement Marking Inspection and Geohash-based Monitoring.” International Conference on Transportation & Development 2022, ASCE, Seattle, WA.
[07] Song, K., Chen, D., Seo, S., Jeon, J. and Kang, K. (2021) “Feasibility of Deep Learning in Segmentation of Road Construction Work Zone Using Vehicle-Mounted Monocular Camera.” US-KOREA Conference 2021, KSEA, Garden Grove, CA.
[06] Song, K., Anderson, K. and Lee, S. (2020) “Residents’ Perception of Behavioral Reference Groups for Personalized Normative Messaging Interventions.” Construction Research Congress 2020, ASCE, Tempe, AZ.
[05] Song, K., Anderson, K. Lee, S, Raimi, K.T. and Hart, P.S. (2019) “The Role of Reference Groups and Entitativity in the Group Identification Process for Personalized Normative Messaging Interventions.” Sustainable Built Environment 2019, Seoul, South Korea.
[04] Song, K., Anderson, K., Lee, S., Raimi, K.T. and Hart, P.S. (2019) “Exploring the Effect of Data Granularity on Personalized Normative Messaging Intervention for Reducing Household Energy Consumption.” International Conference on Computing in Civil Engineering 2019, ASCE, Atlanta, GA.
[03] Song, K., Park, M., Lee, H. and Ahn, J. (2015) “Comparison of the Performance of Clustering Analysis using Data Reduction Techniques to Identify Energy Use Patterns.” 6th International Conference on Construction Engineering and Project Management 2015, Busan, South Korea.
[02] Song, K., Park, M., Lee, H., Kim, S. and Shin, J. (2013) “Cost-Effective Model for Energy Saving in Super-Tall Building.” 5th International Conference on Construction Engineering and Project Management 2013, Anaheim, CA.
[01] Song, K., Park, M., Lee, H., Kim, S. and Shin, J. (2012) “A Study on Selecting Optimal Combination of Energy Saving Measures using Genetic Algorithms.” 9th International Symposium on Architectural Interchanges in Asia 2012, Gwang-Ju, South Korea.
[03] Raimi, K.T., Song, K., Hart, P.S., and Lee, S. (2020) “Testing Lifestyle peers as an alternative to neighbors in energy-used social norms interventions.” Behavior, Energy and Climate Change Conference (BECC).
[02] Song, K., Anderson, K. and Lee, S. (2019) “Identifying Personalized Behavioral Reference Groups for Normative Feedback.” Engineering Sustainability (ES), Pittsburgh, PA.
[01] Song, K., Anderson, K., Lee, S., Raimi, K.T. and Hart, P.S. (2018) “Behavioral Reference Group Identification for Non-Invasive Personalized Normative Messaging Intervention.” Behavior, Energy and Climate Change Conference (BECC), Washington, DC.
[01] Lee, S., Song, K., Lee, H., Raimi, K.T., Hart, P.S., and Kim, J. (2024) “Lifestyle group-based normative messaging for household energy consumption reduction” US Patent #18431732 (Published, but still under review).