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 …
Investigating the use of ChatGPT for the scheduling of construction projects
Generative Pre-Trained Transformer (GPT) language models such as ChatGPT have the
potential to revolutionize the construction industry by automating repetitive and time …
potential to revolutionize the construction industry by automating repetitive and time …
Construction site accident analysis using text mining and natural language processing techniques
Workplace safety is a major concern in many countries. Among various industries,
construction sector is identified as the most hazardous work place. Construction accidents …
construction sector is identified as the most hazardous work place. Construction accidents …
A knowledge-based risk management tool for construction projects using case-based reasoning
Construction projects are often deemed as complex and high-risk endeavours, mostly
because of their vulnerability to external conditions as well as project-related uncertainties …
because of their vulnerability to external conditions as well as project-related uncertainties …
Comparing natural language processing (NLP) applications in construction and computer science using preferred reporting items for systematic reviews (PRISMA)
Despite the increasing use of natural language processing (NLP) in the construction
domain, no systematic comparison has been conducted between NLP applications in …
domain, no systematic comparison has been conducted between NLP applications in …
Text mining and natural language processing in construction
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 …
[HTML][HTML] Automated detection of contractual risk clauses from construction specifications using bidirectional encoder representations from transformers (BERT)
Detecting contractual risk information from construction specifications is crucial to
succeeding in construction projects. This paper describes clause classification using the …
succeeding in construction projects. This paper describes clause classification using the …
Deep learning-based data analytics for safety in construction
J Liu, H Luo, H Liu - Automation in construction, 2022 - Elsevier
Deep learning has been acknowledged as being robust in managing and controlling the
performance of construction safety. However, there is an absence of state-of-the-art review …
performance of construction safety. However, there is an absence of state-of-the-art review …
Green building construction: a systematic review of BIM utilization
As a multi-function method, Building Information Modeling (BIM) can assist construction
organizations in improving their project's quality, optimize collaboration efficiency, and …
organizations in improving their project's quality, optimize collaboration efficiency, and …