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 …

Applications of natural language processing in construction

Y Ding, J Ma, X Luo - Automation in Construction, 2022 - Elsevier
In the construction industry under “Industry 4.0”, Natural Language Processing (NLP) has
been widely used to process and analyze text data to achieve construction intelligence …

Text mining and natural language processing in construction

A Shamshiri, KR Ryu, JY Park - Automation in Construction, 2024 - Elsevier
Text mining (TM) and natural language processing (NLP) have stirred interest within the
construction field, as they offer enhanced capabilities for managing and analyzing text …

A critical review of text-based research in construction: Data source, analysis method, and implications

S Baek, W Jung, SH Han - Automation in Construction, 2021 - Elsevier
The advancement of natural language processing and text mining techniques facilitate
automatic non-trivial pattern extraction and knowledge discovery from text data. However …

[HTML][HTML] Automated system for construction specification review using natural language processing

S Moon, G Lee, S Chi - Advanced Engineering Informatics, 2022 - Elsevier
Existing attempts to automate construction document analysis are limited in understanding
the varied semantic properties of different documents. Due to the semantic conflicts, the …

Addressing legal and contractual matters in construction using natural language processing: A critical review

F Hassan, T Le, X Lv - Journal of Construction Engineering and …, 2021 - ascelibrary.org
Claims, disputes, and litigations are major legal issues in construction projects, which often
result in cost overruns, delays, and adverse working relationships among the contracting …

Ontology-based mapping approach for automatic work packaging in modular construction

X Li, C Wu, F Xue, Z Yang, J Lou, W Lu - Automation in Construction, 2022 - Elsevier
Many cross-knowledge domain tasks involving various professional backgrounds have
been transferred from construction sites to factories in modular construction (MC). In MC …

Predictive risk modeling for major transportation projects using historical data

A Erfani, Q Cui - Automation in Construction, 2022 - Elsevier
Most of the construction practices in the field of risk identification focus on the expertise,
views, and judgments of subject matter experts. While the conventional expert-based …

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 …

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 …