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Uncertainties Prevailing in Construction Bid Documents and Their Impact on Project Pricing through the Analysis of Prebid Requests for Information
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 ...
Natural Language Processing–Driven Similar Project Determination Using Project Scope Statements
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 ...
Project Requirements Prioritization through NLP-Driven Classification and Adjusted Work Items Analysis
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 ...
Quantifying Project Uncertainties: Leveraging Historical Bid and Change Order Data for Automated Detection of Cost and Schedule Impacts in New Projects
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 ...
Natural Language Processing–Driven Model to Extract Contract Change Reasons and Altered Work Items for Advanced Retrieval of Change Orders
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 ...
Enhancing Reliability of Construction Contingency Estimation at the Scoping Phase through Historical Cost Data Analysis
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 ...
Risk Identification, Prioritization, and Mapping for Early Construction Cost Contingency in Transportation Infrastructure Projects
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 ...