Text mining and natural language processing in construction

A Shamshiri, KR Ryu, JY Park - Automation in Construction, 2024 - Elsevier
Text mining (TM) and natural language processing (NLP) have stirred interest within the
construction field, as they offer enhanced capabilities for managing and analyzing text …

AI integration in construction safety: Current state, challenges, and future opportunities in text, vision, and audio based applications

ABK Rabbi, I Jeelani - Automation in Construction, 2024 - Elsevier
High occupational injury and fatality rate in the construction industry is a serious global
concern. Recognizing AI as a solution to enhance safety performance, this study reviews …

[HTML][HTML] Introducing VTT-ConIot: A realistic dataset for activity recognition of construction workers using IMU devices

SM Mäkela, A Lämsä, JS Keränen, J Liikka… - Sustainability, 2021 - mdpi.com
Sustainable work aims at improving working conditions to allow workers to effectively extend
their working life. In this context, occupational safety and well-being are major concerns …

[HTML][HTML] Review of structural fire hazards, challenges, and prevention strategies

C Zhang - Fire, 2023 - mdpi.com
Reducing the occurrence of structural fires is the common goal of all countries. However, the
development level of different countries determines the degree of perfection of local fire …

Wearable-based activity recognition of construction workers using lstm neural networks

S Mekruksavanich, P Jantawong… - … on Circuits/Systems …, 2022 - ieeexplore.ieee.org
Identification of worker behaviors may be used to quantify and monitor performance in an
intelligent construction system employing employees and delivering onsite training through …

[HTML][HTML] Sustainable fire safety solutions: bioactive natural polysaccharides and secondary metabolites as innovative fire retardants for textiles

M Kumar, MD Barbhai - Emergency Management Science and …, 2023 - maxapress.com
Fire safety is a critical concern in various industries, including residential, transportation, and
industrial sectors. The development of sustainable solutions for fire safety has gained …

[HTML][HTML] Numerical simulation of mixing effect of compressed air–foam gas–liquid mixer

B Bai, X Xu, W Liu, P Xu, Z Tian, J Zhang, Y Ji - AIP Advances, 2024 - pubs.aip.org
This article investigated the effect of geometric structural parameters on flow patterns and
pressure drops and gas–liquid mixing effects of gas–liquid mixing devices. The …

[PDF][PDF] Fire Risk Assessment of High-Rise Residential Buildings Based on Catastrophe Theory.

X Zhang, G Chen - Journal of Engineering Science & Technology Review, 2023 - jestr.org
Fire risk control in high-rise residential areas has become the core issue of modern urban
safety management. How to effectively evaluate the fire risk of high-rise residential buildings …

Utilizing text mining and GIS analysis on the vulnerable disaster type of the elderly living alone

J Lee, H Kim - 2023 IEEE International Conference on Big Data …, 2023 - ieeexplore.ieee.org
Korea's increasing elderly population living alone necessitates swift disaster prevention
measures. This study identified heat waves as a significant threat through news title analysis …

[PDF][PDF] Using Web Crawling for Automated Country Risk Assessment

B Ozyurt, JHM Tah, I Dikmen, MT Birgonul - 2023 - rpsonline.com.sg
The latest and most accurate host country information is crucial for international market
selection and bidding decisions. In today's digital world, this information can be timely …