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    Estimating Building Electricity Performance Gaps with Internet of Things Data Using Bayesian Multilevel Additive Modeling 

    Source: Journal of Construction Engineering and Management:;2020:;Volume ( 146 ):;issue: 012
    Author(s): Soowon Chang; Daniel Castro-Lacouture; Yoshiki Yamagata
    Publisher: ASCE
    Abstract: Energy models should be simplified to handle data limitations and should predict reliable energy use. Currently, it remains challenging to ensure an appropriate level of detail for simplifying building energy models and ...
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    Patterns of Skill Sets for Multiskilled Laborers Based on Construction Job Advertisements Using Web Scraping and Text Analytics 

    Source: Journal of Management in Engineering:;2023:;Volume ( 039 ):;issue: 003:;page 04023009-1
    Author(s): Heung Jin Oh; Soowon Chang; Baabak Ashuri
    Publisher: American Society of Civil Engineers
    Abstract: The major objective of this research is to investigate what skill sets are desirable to utilize a multiskilled labor force in the construction industry using web scraping and text analytics. The construction industry has ...
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    Proof-of-Concept Study for Model-Based Construction Safety Diagnosis and Management Driven by Prevention through Design 

    Source: Journal of Management in Engineering:;2023:;Volume ( 039 ):;issue: 006:;page 04023044-1
    Author(s): Soowon Chang; Heung Jin Oh; JeeHee Lee; Joe Perkins
    Publisher: ASCE
    Abstract: The primary objective of this research is to demonstrate the feasibility of a model-based construction safety assessment system using building information modeling (BIM) and diagnosing accident-prone BIM objects through ...
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    Dynamic Modeling for Analyzing Impacts of Skilled Labor Shortage on Construction Project Management 

    Source: Journal of Management in Engineering:;2020:;Volume ( 036 ):;issue: 001
    Author(s): Sungjin Kim; Soowon Chang; Daniel Castro-Lacouture
    Publisher: ASCE
    Abstract: In recent years, the shortage in skilled labor was one of the most significant concerns for the construction industry. Previous studies explored the causes and effects of such shortages; however, these efforts featured ...
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