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 …

The internet of modular robotic things: Issues, limitations, challenges, & solutions

JPA Yaacoub, HN Noura, B Piranda - Internet of Things, 2023 - Elsevier
The world is becoming more digitized with the rise of modular robotic systems. Therefore,
with the increasing demands and needs for robotics, the modular robotic domain was …

Transformer-based deep learning model and video dataset for unsafe action identification in construction projects

M Yang, C Wu, Y Guo, R Jiang, F Zhou, J Zhang… - Automation in …, 2023 - Elsevier
A large proportion of construction accidents are caused by unintentional and unsafe actions
and behaviors. It is of significant difficulties and ineffectiveness to monitor unsafe behaviors …

Pushing the boundaries of modular-integrated construction: A symmetric skeleton grammar-based multi-objective optimization of passive design for energy savings …

Q Zhou, F Xue - Energy and Buildings, 2023 - Elsevier
Abstract Modular-integrated Construction (MiC) is an emerging construction technique
promoted in the building sector for high productivity and low waste emission in the …

Design and implementation of quality information management system for modular construction factory

J Shin, B Choi - Buildings, 2022 - mdpi.com
Modular construction has been gaining increasing attention from industry and academia as
a solution to the limitations of the traditional on-site orient production systems in the …

Cost-weighted TF-IDF: a novel approach for measuring highway project similarity based on pay items' cost composition and term frequency

Q Do, MA Moriyani, C Le, T Le - Journal of Construction …, 2023 - ascelibrary.org
State highway agencies (SHAs) often need to cluster or bundle projects in accordance with
their scope similarity for various construction management tasks, including historical data …