Natural language processing for smart construction: Current status and future directions
Unstructured texts dominate data in construction projects. With the achievements of natural
language processing (NLP) techniques, mining unstructured text data for smart construction …
language processing (NLP) techniques, mining unstructured text data for smart construction …
Overview and analysis of the text mining applications in the construction industry
The data generation in the construction industry has increased dramatically. The major
portion of the data in the architecture, engineering and construction (AEC) domain are …
portion of the data in the architecture, engineering and construction (AEC) domain are …
Applicability-compatibility analysis of PMBOK seventh edition from the perspective of the construction industry distinctive peculiarities
Project management standards, like PMBOK, have had a considerable role in developing
this field of knowledge and promoting it as a professional expertise in project-oriented …
this field of knowledge and promoting it as a professional expertise in project-oriented …
Quality management framework for housing construction in a design-build project delivery system: a BIM-UAV approach
Quality management in project administration can affect the costs and schedule of a project
considerably. The immediate notable result of unacceptable quality in a construction project …
considerably. The immediate notable result of unacceptable quality in a construction project …
Artificial Intelligence in the Construction Industry: A Systematic Review of the Entire Construction Value Chain Lifecycle
In recent years, there has been a surge in the global digitization of corporate processes and
concepts such as digital technology development which is growing at such a quick pace that …
concepts such as digital technology development which is growing at such a quick pace that …
A Constructability Assessment Model Based on BIM in Urban Renewal Projects in Limited Lands
One of the most significant concerns in urban development today is the organization of
areas of cities that have become run-down over time. In order to complete previous …
areas of cities that have become run-down over time. In order to complete previous …
A rationale-augmented NLP framework to identify unilateral contractual change risk for construction projects
B Shuai - Computers in Industry, 2023 - Elsevier
Construction projects often see owners who exert their dominance by modifying the
standard contracts without contractors' prior consent. This can lead to undesirable outcomes …
standard contracts without contractors' prior consent. This can lead to undesirable outcomes …
Machine learning–driven model to analyze particular conditions of contracts: A multifunctional and risk perspective
J Yang, Y Chen, H Yao, B Zhang - Journal of Management in …, 2022 - ascelibrary.org
Contracts can serve three functions—Control, Coordination, and Adaptation—to mitigate
different risks. This multifunctional perspective based on the development of contract theory …
different risks. This multifunctional perspective based on the development of contract theory …
Application of NLP-based models in automated detection of risky contract statements written in complex script system
MH Kazemi, A Alvanchi - Expert Systems with Applications, 2025 - Elsevier
Contractual risks are buried within numerous statements of lengthy construction project
contracts and are overlooked by different parties during the contract review process. The …
contracts and are overlooked by different parties during the contract review process. The …
Integrating text mining and system dynamics to evaluate financial risks of construction contracts
M Bakhshayesh, H Abbasianjahromi - Artificial Intelligence and Law, 2024 - Springer
Financial risks are among the most important risks in the construction industry projects,
which significantly impact project objectives, including project cost. Besides, financial risks …
which significantly impact project objectives, including project cost. Besides, financial risks …