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 …

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 …

Two-list genetic algorithm for optimizing work package schemes to minimize project costs

Y Zhang, X Li, Y Teng, S Bai, Z Chen - Automation in Construction, 2024 - Elsevier
Optimizing work package schemes is challenging under uncertain task duration. This paper
develops a two-list genetic algorithm (TLGA) to optimize work package schemes with …

Ontology-based mapping approach for automatic work packaging in modular construction

X Li, C Wu, F Xue, Z Yang, J Lou, W Lu - Automation in Construction, 2022 - Elsevier
Many cross-knowledge domain tasks involving various professional backgrounds have
been transferred from construction sites to factories in modular construction (MC). In MC …

Integrated natural language processing method for text mining and visualization of underground engineering text reports

R Shao, P Lin, Z Xu - Automation in Construction, 2024 - Elsevier
Efficient extraction of information from underground engineering text reports can significantly
enhance project efficiency and quality. Traditional manual analysis is often time-consuming …

[HTML][HTML] Reno-Inst: An ontology to support renovation projects planning and renovation products installation

JAP Amorocho, T Hartmann - Advanced Engineering Informatics, 2021 - Elsevier
While the use of semantic models has been explored in different areas of the Architecture,
Engineering and Construction (AEC) industry to map and formalize knowledge and support …

Modelling for resource risk propagation in dynamic heterogeneous project portfolio network

L Bai, T Tang, Y Sun, X Xie, C Wang - Computers & Industrial Engineering, 2024 - Elsevier
Project portfolio (PP) exists resource risk that propagates because of the relationships
among projects arising from resource sharing. While earlier research has highlighted 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 …

Natural language processing–driven similar project determination using project scope statements

T Ko, H David Jeong, JH Lee - Journal of Management in …, 2023 - ascelibrary.org
Learning from previous projects in light of benchmarking criteria is a desirable and popular
approach to reliable project development and planning in the preconstruction phase …

[HTML][HTML] Generating risk response measures for subway construction by fusion of knowledge and deep learning

H Zhou, S Tang, W Huang, X Zhao - Automation in Construction, 2023 - Elsevier
This study aims to propose a method to generate response measures for subway
construction risks. The HowNet semantic theoretical system was selected and incorporated …