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 …
records are typically documented and stored as unstructured or semi-structured free-text …
Text analytics to analyze and monitor construction project contract and correspondence
Text mining is a fast-growing area of research, due to its ability to discover valuable
information and getting insights hidden in plain texts. The aim of this paper is to apply text …
information and getting insights hidden in plain texts. The aim of this paper is to apply text …
Research on assisting coal mine hazard investigation for accident prevention through text mining and deep learning
T Tingjiang, W Enyuan, Z Ke, G Changfang - Resources Policy, 2023 - Elsevier
Hazard investigation, an effective means of preventing accidents in coal mines, is in a
dilemma of “lack of understanding and management”, because the hazard data recorded …
dilemma of “lack of understanding and management”, because the hazard data recorded …
Text visualization for construction document information management
J Sun, K Lei, L Cao, B Zhong, Y Wei, J Li… - Automation in construction, 2020 - Elsevier
In this study, text mining and visualization technology is applied to extract valuable
information otherwise buried in the dense and abstract form of construction report text and …
information otherwise buried in the dense and abstract form of construction report text and …
Dispute Classification and Analysis: Deep Learning–Based Text Mining for Construction Contract Management
B Zhong, L Shen, X Pan, X Zhong… - Journal of Construction …, 2024 - ascelibrary.org
Disputes routinely arise in construction projects and significantly affect costs and scheduling.
Learning from previous disputes is pivotal for construction contract management. This …
Learning from previous disputes is pivotal for construction contract management. This …
Selecting feasible standard form of construction contracts using text analysis
Y Elkhayat, M Marzouk - Advanced Engineering Informatics, 2022 - Elsevier
Delivering successful projects requires establishing a well-drafted contract, through setting
balanced rights and obligations. Nowadays, Standard Forms of Construction Contracts …
balanced rights and obligations. Nowadays, Standard Forms of Construction Contracts …
[HTML][HTML] A correlation analysis of construction site fall accidents based on text mining
X Luo, Q Liu, Z Qiu - Frontiers in Built Environment, 2021 - frontiersin.org
Construction site fall accidents are a high-frequency accident type in the construction
industry and have received extensive attention from accident causal factor analysis and risk …
industry and have received extensive attention from accident causal factor analysis and risk …
[HTML][HTML] A Tool to Combine Expert Knowledge and Machine Learning for Defect Detection and Root Cause Analysis in a Hot Strip Mill
S Latham, C Giannetti - SN Computer Science, 2023 - Springer
Width-related defects are a common occurrence in the Hot Strip Mill process which can lead
to extra processing, concessions, or scrapping. The detection and Root Cause Analysis of …
to extra processing, concessions, or scrapping. The detection and Root Cause Analysis of …
Analyzing project data in BIM with descriptive analytics to improve project performance
Purpose The purpose of this paper is to expand the benefits of building information
modeling (BIM) to include data analytics to analyze construction project performance. BIM is …
modeling (BIM) to include data analytics to analyze construction project performance. BIM is …
Classification of rework root causes in the design stage of projects for contract assessment
Rework is one of the leading causes of cost and time overruns that primarily affect project
performance. The performance of construction projects can be elevated with the …
performance. The performance of construction projects can be elevated with the …