Applications of natural language processing in construction
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 …
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 …
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
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 …
develops a two-list genetic algorithm (TLGA) to optimize work package schemes with …
Ontology-based mapping approach for automatic work packaging in modular construction
Many cross-knowledge domain tasks involving various professional backgrounds have
been transferred from construction sites to factories in modular construction (MC). In MC …
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 …
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 …
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 …
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
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 …
their scope similarity for various construction management tasks, including historical data …
Natural language processing–driven similar project determination using project scope statements
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 …
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 …
construction risks. The HowNet semantic theoretical system was selected and incorporated …