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    Uncertainties Prevailing in Construction Bid Documents and Their Impact on Project Pricing through the Analysis of Prebid Requests for Information 

    Source: Journal of Management in Engineering:;2023:;Volume ( 039 ):;issue: 006:;page 04023040-1
    Author(s): Rabin Shrestha; Taewoo Ko; JeeHee Lee
    Publisher: ASCE
    Abstract: Construction bid documents may contain uncertain or incomplete information that can affect project pricing as well as project performance, if not addressed prior to bidding. To resolve the uncertainties and clarify project ...
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    Natural Language Processing–Driven Similar Project Determination Using Project Scope Statements 

    Source: Journal of Management in Engineering:;2023:;Volume ( 039 ):;issue: 003:;page 04023005-1
    Author(s): Taewoo Ko; H. David Jeong; JeeHee Lee
    Publisher: ASCE
    Abstract: Learning from previous projects in light of benchmarking criteria is a desirable and popular approach to reliable project development and planning in the preconstruction phase. Previous similar projects serve as a practical ...
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    Project Requirements Prioritization through NLP-Driven Classification and Adjusted Work Items Analysis 

    Source: Journal of Construction Engineering and Management:;2024:;Volume ( 150 ):;issue: 003:;page 04023171-1
    Author(s): Taewoo Ko; JeeHee Lee; H. David Jeong
    Publisher: ASCE
    Abstract: Project requirements indicate specific works, events, or conditions that should be fulfilled to ensure the construction project success within planned budgets and times. To effectively manage project requirements, requirement ...
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    Quantifying Project Uncertainties: Leveraging Historical Bid and Change Order Data for Automated Detection of Cost and Schedule Impacts in New Projects 

    Source: Journal of Construction Engineering and Management:;2025:;Volume ( 151 ):;issue: 004:;page 04025017-1
    Author(s): Rabin Shrestha; Taewoo Ko; JeeHee Lee
    Publisher: American Society of Civil Engineers
    Abstract: Unexpected uncertainties often arise during construction project execution, impacting performance measures such as time, budget, scope, and quality. This study addresses these cost and schedule challenges by creating an ...
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    Natural Language Processing–Driven Model to Extract Contract Change Reasons and Altered Work Items for Advanced Retrieval of Change Orders 

    Source: Journal of Construction Engineering and Management:;2021:;Volume ( 147 ):;issue: 011:;page 04021147-1
    Author(s): Taewoo Ko; H. David Jeong; Ghang Lee
    Publisher: ASCE
    Abstract: Change orders are documents that describe a specific contract amendment to the original scope of work. Historical change orders are invaluable information sources that can provide practical and proven solutions for developing ...
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    Enhancing Reliability of Construction Contingency Estimation at the Scoping Phase through Historical Cost Data Analysis 

    Source: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering:;2024:;Volume ( 010 ):;issue: 004:;page 04024068-1
    Author(s): Taewoo Ko; Chau Le; H. David Jeong; Kunhee Choi
    Publisher: American Society of Civil Engineers
    Abstract: Accurate estimates of construction contingency, a vital element that accounts for unforeseen additional expenses during building, are crucial for construction project agencies. In the initial planning phase, with project ...
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    Risk Identification, Prioritization, and Mapping for Early Construction Cost Contingency in Transportation Infrastructure Projects 

    Source: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering:;2024:;Volume ( 010 ):;issue: 003:;page 04024050-1
    Author(s): Taewoo Ko; Chau Le; H. David Jeong; Phuong Nguyen; Kunhee Choi; Douglas Gransberg
    Publisher: American Society of Civil Engineers
    Abstract: State Departments of Transportation (DOTs) require reliable early construction cost estimates for project budgeting. Typically, project budgets are established early in the development process before finalizing a project’s ...
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