Natural language processing for smart construction: Current status and future directions

C Wu, X Li, Y Guo, J Wang, Z Ren, M Wang… - Automation in …, 2022 - Elsevier
Unstructured texts dominate data in construction projects. With the achievements of natural
language processing (NLP) techniques, mining unstructured text data for smart construction …

Overview and analysis of the text mining applications in the construction industry

H Yan, M Ma, Y Wu, H Fan, C Dong - Heliyon, 2022 - cell.com
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 …

Applicability-compatibility analysis of PMBOK seventh edition from the perspective of the construction industry distinctive peculiarities

A Faraji, M Rashidi, S Perera, B Samali - Buildings, 2022 - mdpi.com
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 …

Quality management framework for housing construction in a design-build project delivery system: a BIM-UAV approach

A Faraji, M Rashidi, T Meydani Haji Agha… - Buildings, 2022 - mdpi.com
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 …

Artificial Intelligence in the Construction Industry: A Systematic Review of the Entire Construction Value Chain Lifecycle

CN Egwim, H Alaka, E Demir, H Balogun, R Olu-Ajayi… - Energies, 2023 - mdpi.com
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 …

A Constructability Assessment Model Based on BIM in Urban Renewal Projects in Limited Lands

A Faraji, S Homayoon Arya, E Ghasemi, H Soleimani… - Buildings, 2023 - mdpi.com
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 …

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 …

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 …

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 …

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 …