Roles of artificial intelligence in construction engineering and management: A critical review and future trends

Y Pan, L Zhang - Automation in Construction, 2021 - Elsevier
With the extensive adoption of artificial intelligence (AI), construction engineering and
management (CEM) is experiencing a rapid digital transformation. Since AI-based solutions …

Natural language processing for smart construction: Current status and future directions

C Wu, X Li, Y Guo, J Wang, Z Ren, M Wang… - Automation in …, 2022 - Elsevier
Unstructured texts dominate data in construction projects. With the achievements of natural
language processing (NLP) techniques, mining unstructured text data for smart construction …

Investigating the use of ChatGPT for the scheduling of construction projects

SA Prieto, ET Mengiste, B García de Soto - Buildings, 2023 - mdpi.com
Generative Pre-Trained Transformer (GPT) language models such as ChatGPT have the
potential to revolutionize the construction industry by automating repetitive and time …

[HTML][HTML] Applications of machine learning methods for engineering risk assessment–A review

J Hegde, B Rokseth - Safety science, 2020 - Elsevier
The purpose of this article is to present a structured review of publications utilizing machine
learning methods to aid in engineering risk assessment. A keyword search is performed to …

Applications of natural language processing in construction

Y Ding, J Ma, X Luo - Automation in Construction, 2022 - Elsevier
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 …

A science mapping approach based review of construction safety research

R Jin, PXW Zou, P Piroozfar, H Wood, Y Yang, L Yan… - Safety science, 2019 - Elsevier
This study adopted a three-step holistic review approach consisting of bibliometric review,
scientometric analysis, and in-depth discussion to gain a deeper understanding of the …

Application of machine learning to construction injury prediction

AJP Tixier, MR Hallowell, B Rajagopalan… - Automation in …, 2016 - Elsevier
The needs to ground construction safety-related decisions under uncertainty on knowledge
extracted from objective, empirical data are pressing. Although construction research has …

Text mining-based construction site accident classification using hybrid supervised machine learning

MY Cheng, D Kusoemo, RA Gosno - Automation in Construction, 2020 - Elsevier
Safety is one key consideration in the monitoring of construction projects by engineers.
Accidents in the project can potentially cause issues, such as workers' injury and progress …

Hazard analysis: A deep learning and text mining framework for accident prevention

B Zhong, X Pan, PED Love, J Sun, C Tao - Advanced Engineering …, 2020 - Elsevier
Learning from past accidents is pivotal for improving safety in construction. However, hazard
records are typically documented and stored as unstructured or semi-structured free-text …

Construction accident narrative classification: An evaluation of text mining techniques

YM Goh, CU Ubeynarayana - Accident Analysis & Prevention, 2017 - Elsevier
Learning from past accidents is fundamental to accident prevention. Thus, accident and near
miss reporting are encouraged by organizations and regulators. However, for organizations …