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 …

Classification and analysis of deep learning applications in construction: A systematic literature review

R Khallaf, M Khallaf - Automation in construction, 2021 - Elsevier
In recent years, the construction industry has experienced an expansion in the multitude of
projects and emergent information. With the advent of deep learning, new opportunities …

An investigation for integration of deep learning and digital twins towards Construction 4.0

M Kor, I Yitmen, S Alizadehsalehi - Smart and Sustainable Built …, 2023 - emerald.com
Purpose The purpose of this paper is to investigate the potential integration of deep learning
(DL) and digital twins (DT), referred to as (DDT), to facilitate Construction 4.0 through an …

Application of artificial neural networks in construction management: a scientometric review

H Xu, R Chang, M Pan, H Li, S Liu, RJ Webber, J Zuo… - Buildings, 2022 - mdpi.com
As a powerful artificial intelligence tool, the Artificial Neural Network (ANN) has been
increasingly applied in the field of construction management (CM) during the last few …

Examining the impact of deep learning technology capability on manufacturing firms: moderating roles of technology turbulence and top management support

S Chatterjee, R Chaudhuri, D Vrontis… - Annals of Operations …, 2024 - Springer
Data science can create value by extracting structured and unstructured data using an
appropriate algorithm. Data science operations have undergone drastic changes because of …

A transformer-based deep learning model for recognizing communication-oriented entities from patents of ICT in construction

H Wu, GQ Shen, X Lin, M Li, CZ Li - Automation in Construction, 2021 - Elsevier
The patents of information and communication technology (ICT) in construction are valuable
sources of technological solutions to communication problems in the construction practice …

A blockchain-based deployment framework for protecting building design intellectual property rights in collaborative digital environments

W Lu, L Wu - Computers in Industry, 2024 - Elsevier
Protecting intellectual property rights (IPR) in the architecture, engineering, and construction
(AEC) industry is a long-standing challenge. In the collaborative digital environments, where …

Augmented reality for maintenance tasks with ChatGPT for automated text-to-action

F Xu, T Nguyen, J Du - Journal of Construction Engineering and …, 2024 - ascelibrary.org
Advancements in sensor technology, artificial intelligence (AI), and augmented reality (AR)
have unlocked opportunities across various domains. AR and large language models like …

[HTML][HTML] Innovating patent retrieval: a comprehensive review of techniques, trends, and challenges in prior art searches

A Ali, A Tufail, LC De Silva, PE Abas - Applied System Innovation, 2024 - mdpi.com
As the patent landscape continues to grow, so does the complexity of retrieving relevant
“prior art”,“background art”, or “state of the art” from an expanding pool of publicly available …

Mapping the technological landscape of green smart buildings: A patent analytics of key topics, leading companies, and technology gaps

YJ Lee - Journal of Building Engineering, 2024 - Elsevier
In this study, we investigate the technological landscape of green smart buildings, using
patent data from the European Patent Office (EPO) from 2007 onwards. Latent Dirichlet …