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 …
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 …
Integrating feature engineering, genetic algorithm and tree-based machine learning methods to predict the post-accident disability status of construction workers
The construction industry is among the riskiest industries around the world. Hence, the
preliminary studies exploring the consequences of occupational accidents have received …
preliminary studies exploring the consequences of occupational accidents have received …
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 …
Automated prioritization of construction project requirements using machine learning and fuzzy Failure Mode and Effects Analysis (FMEA)
Due to the emergence of risk-based verification practices, requirement prioritization has
gained importance as a task in project requirements management. However, it is …
gained importance as a task in project requirements management. However, it is …
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 …
Natural language processing with multitask classification for semantic prediction of risk-handling actions in construction contracts
HTTL Pham, SU Han - Journal of computing in civil engineering, 2023 - ascelibrary.org
Construction projects are capital-intensive and risk-prone, which can lead to serious claims
and disputes. Thus, early identification and intervention of potential risks in contracts play …
and disputes. Thus, early identification and intervention of potential risks in contracts play …
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 …
Control, coordination, and adaptation functions in construction contracts: A machine-coding model
Y Fu, C Xu, L Zhang, Y Chen - Automation in Construction, 2023 - Elsevier
Extant literature lacks an accurate and efficient measurement of construction contracts.
Drawing on the control, coordination and adaptation functions of contracts, this study aims to …
Drawing on the control, coordination and adaptation functions of contracts, this study aims to …
A rationale-augmented NLP framework to identify unilateral contractual change risk for construction projects
B Shuai - Computers in Industry, 2023 - Elsevier
Construction projects often see owners who exert their dominance by modifying the
standard contracts without contractors' prior consent. This can lead to undesirable outcomes …
standard contracts without contractors' prior consent. This can lead to undesirable outcomes …