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 …
Applications of natural language processing in construction
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 …
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 …
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 …
automatic non-trivial pattern extraction and knowledge discovery from text data. However …
[HTML][HTML] Automated system for construction specification review using natural language processing
Existing attempts to automate construction document analysis are limited in understanding
the varied semantic properties of different documents. Due to the semantic conflicts, the …
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
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 …
result in cost overruns, delays, and adverse working relationships among the contracting …
Ontology-based mapping approach for automatic work packaging in modular construction
Many cross-knowledge domain tasks involving various professional backgrounds have
been transferred from construction sites to factories in modular construction (MC). In MC …
been transferred from construction sites to factories in modular construction (MC). In MC …
Predictive risk modeling for major transportation projects using historical data
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 …
views, and judgments of subject matter experts. While the conventional expert-based …
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 …
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 …