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Litigation Outcome Prediction of Differing Site Condition Disputes through Machine Learning Models
Publisher: American Society of Civil Engineers
Abstract: The construction industry is one of the main sectors of the U.S. economy that has a major effect on the nation’s growth and prosperity. The construction industry’s contribution to the nation’s economy is, however, impeded ...
MACROS: Multiobjective Automated Construction Resource Optimization System
Publisher: American Society of Civil Engineers
Abstract: This paper presents the development of a practical and automated system for optimizing the utilization of construction resources to simultaneously minimize project cost and duration while maximizing project quality. The ...
Parallel Computing Framework for Optimizing Construction Planning in Large-Scale Projects
Publisher: American Society of Civil Engineers
Abstract: Available construction optimization models can be used to generate optimal tradeoffs between construction time and cost, however their application in optimizing large-scale projects is limited due to their extensive and ...
Automatic Classification of Project Documents on the Basis of Text Content
Publisher: American Society of Civil Engineers
Abstract: Organizing construction project documents based on semantic similarities offers several advantages over traditional metadata criteria, including facilitating document retrieval and enhancing knowledge reuse. In this study, ...
Document Discourse for Managing Construction Project Documents
Publisher: American Society of Civil Engineers
Abstract: Several important aspects characterize construction project documents. Large numbers of documents are produced in construction projects. The majority of the documents are unstructured textual documents. The production of ...
Time-Cost-Quality Trade-Off Analysis for Highway Construction
Publisher: American Society of Civil Engineers
Abstract: Many departments of transportation have recently started to utilize innovative contracting methods that provide new incentives for improving construction quality. These emerging contracts place an increasing pressure on ...
Parallel Genetic Algorithms for Optimizing Resource Utilization in Large-Scale Construction Projects
Publisher: American Society of Civil Engineers
Abstract: This paper presents the development of a parallel multiobjective genetic algorithm framework to enable an efficient and effective optimization of resource utilization in large-scale construction projects. The framework ...
Concept Relation Extraction from Construction Documents Using Natural Language Processing
Publisher: American Society of Civil Engineers
Abstract: The objective of this research is to present an innovative technique for managing the knowledge contained in construction contract documents to facilitate quick access and efficient use of such knowledge for project ...
Document Management in Construction: Practices and Opinions
Publisher: American Society of Civil Engineers
Abstract: Previous surveys on document management (DM) have focused on certain aspects such as the adoption of electronic methods by construction firms and the important features of electronic document management systems. This study ...
New Multiobjective Optimization Approach to Rehabilitate and Maintain Sewer Networks Based on Whole Lifecycle Behavior
Publisher: American Society of Civil Engineers
Abstract: This study proposes a new methodology for selecting renewal plans for sewer networks based on their impacts on the behavior of the networks over their whole lifecycle. The proposed approach combines a multiobjective genetic ...