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 …
[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 …
Knowledge-informed semantic alignment and rule interpretation for automated compliance checking
As an essential prodecure to improve design quality in the construction industry, automated
rule checking (ARC) requires intelligent rule interpretation from regulatory texts and precise …
rule checking (ARC) requires intelligent rule interpretation from regulatory texts and precise …
Automated text classification of near-misses from safety reports: An improved deep learning approach
Examining past near-miss reports can provide us with information that can be used to learn
about how we can mitigate and control hazards that materialise on construction sites. Yet …
about how we can mitigate and control hazards that materialise on construction sites. Yet …
Development of automatic-extraction model of poisonous clauses in international construction contracts using rule-based NLP
As construction projects have significantly increased in size and become more complicated,
the number of claims and dispute cases between participating parties during the …
the number of claims and dispute cases between participating parties during the …
Retrieving similar cases for construction project risk management using Natural Language Processing techniques
Case-based reasoning (CBR) is an important approach in construction project risk
management. It emphasises that previous knowledge and experience of accidents and risks …
management. It emphasises that previous knowledge and experience of accidents and risks …
Information and communication technology applications in architecture, engineering, and construction organizations: A 15-year review
Abstract Information and communication technology (ICT) has had enormous effects on the
development of architecture, engineering, and construction (AEC) organizations in past …
development of architecture, engineering, and construction (AEC) organizations in past …
Smart data and business analytics: A theoretical framework for managing rework risks in mega-projects
J Matthews, PED Love, SR Porter, W Fang - International Journal of …, 2022 - Elsevier
Within construction, we have become increasingly accustomed to relying on the benefits of
digital technologies, such as Building Information Modelling, to improve the performance …
digital technologies, such as Building Information Modelling, to improve the performance …
Textual data mining for industrial knowledge management and text classification: A business oriented approach
N Ur-Rahman, JA Harding - Expert Systems with Applications, 2012 - Elsevier
Textual databases are useful sources of information and knowledge and if these are well
utilised then issues related to future project management and product or service quality …
utilised then issues related to future project management and product or service quality …