Integrating BIM and AI for smart construction management: Current status and future directions

Y Pan, L Zhang - Archives of Computational Methods in Engineering, 2023 - Springer
At present, building information modeling (BIM) has been developed into a digital backbone
of the architecture, engineering, and construction industry. Also, recent decades have …

Integrated applications of building information modeling and artificial intelligence techniques in the AEC/FM industry

F Zhang, APC Chan, A Darko, Z Chen, D Li - Automation in Construction, 2022 - Elsevier
Informatization and automatization are considered mainstream trends in the future
architecture-engineering-construction/facility management (AEC/FM) industry. Building …

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 …

Digital twin-enabled built environment sensing and monitoring through semantic enrichment of BIM with SensorML

T Wang, VJL Gan, D Hu, H Liu - Automation in Construction, 2022 - Elsevier
Effective environmental condition monitoring provides constant surveillance of the built
environment and reveals deteriorations that could impact the daily operation of facilities …

[HTML][HTML] Twenty years of machine-learning-based text classification: A systematic review

A Palanivinayagam, CZ El-Bayeh, R Damaševičius - Algorithms, 2023 - mdpi.com
Machine-learning-based text classification is one of the leading research areas and has a
wide range of applications, which include spam detection, hate speech identification …

A critical review of text-based research in construction: Data source, analysis method, and implications

S Baek, W Jung, SH Han - Automation in Construction, 2021 - Elsevier
The advancement of natural language processing and text mining techniques facilitate
automatic non-trivial pattern extraction and knowledge discovery from text data. However …

On-site text classification and knowledge mining for large-scale projects construction by integrated intelligent approach

D Tian, M Li, J Shi, Y Shen, S Han - Advanced Engineering Informatics, 2021 - Elsevier
A large-scale project produces a lot of text data during construction commonly achieved as
various management reports. Having the right information at the right time can help the …

[HTML][HTML] Deep learning model for multi-classification of infectious diseases from unstructured electronic medical records

M Wang, Z Wei, M Jia, L Chen, H Ji - BMC medical informatics and …, 2022 - Springer
Purpose Predictively diagnosing infectious diseases helps in providing better treatment and
enhances the prevention and control of such diseases. This study uses actual data from a …

Automated identification of substantial changes in construction projects of airport improvement program: Machine learning and natural language processing …

R Khalef, IH El-adaway - Journal of management in engineering, 2021 - ascelibrary.org
Contractual changes—mainly substantial changes—within airport improvement program
(AIP) projects represent a critical risk that could result in severe negative time and cost …