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 …
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 …
Improving knowledge capture and retrieval in the BIM environment: Combining case-based reasoning and natural language processing
H Wang, X Meng, X Zhu - Automation in Construction, 2022 - Elsevier
Most knowledge management (KM) techniques capture knowledge at the end of a project,
leading to knowledge loss. Building information modeling (BIM) is a building information …
leading to knowledge loss. Building information modeling (BIM) is a building information …
Question answering method for infrastructure damage information retrieval from textual data using bidirectional encoder representations from transformers
Manual searching for infrastructure damage information from large amounts of textual data
requires considerable time and effort. A fast and accurate collection of damage information …
requires considerable time and effort. A fast and accurate collection of damage information …
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 …
Administrative risks challenging the adoption of smart contracts in construction projects
Purpose As a remedy to usually voluminous, complicated and not easily readable
construction contracts, smart contracts can be considered as an effective and alternative …
construction contracts, smart contracts can be considered as an effective and alternative …
Ambiguity factors in construction contracts entailing conflicts
Purpose Conflicts, claims and disputes are inherent in most construction projects.
Acceptable degree of commonality in the interpretation of contract provisions is critical in …
Acceptable degree of commonality in the interpretation of contract provisions is critical in …
Part-of-speech tagging of building codes empowered by deep learning and transformational rules
X Xue, J Zhang - Advanced Engineering Informatics, 2021 - Elsevier
Automated building code compliance checking systems were under development for many
years. However, the excessive amount of human inputs needed to convert building codes …
years. However, the excessive amount of human inputs needed to convert building codes …