Exploiting knowledge graphs in industrial products and services: A survey of key aspects, challenges, and future perspectives

X Li, M Lyu, Z Wang, CH Chen, P Zheng - Computers in Industry, 2021 - Elsevier
The rapid development of information and communication technologies has enabled a value
co-creation paradigm for develo** industrial products and services, where massive …

Transforming knowledge management in the construction industry through information and communications technology: A 15-year review

H Deng, Y Xu, Y Deng, J Lin - Automation in Construction, 2022 - Elsevier
Abstract Information and Communications Technologies (ICTs) play a vital role in the
knowledge management (KM) of the Architecture, Engineering and Construction (AEC) …

Intelligent control of building fire protection system using digital twins and semantic web technologies

L Jiang, J Shi, C Wang, Z Pan - Automation in construction, 2023 - Elsevier
A fire protection system takes on a critical significance to building operation. This paper
describes the use of digital twins (DTs) and semantic web technologies for the intelligent …

Graph neural networks for construction applications

Y Jia, J Wang, W Shou, MR Hosseini, Y Bai - Automation in Construction, 2023 - Elsevier
Abstract Graph Neural Networks (GNNs) have emerged as a promising solution for
effectively handling non-Euclidean data in construction, including building information …

[HTML][HTML] From data to knowledge: Construction process analysis through continuous image capturing, object detection, and knowledge graph creation

F Pfitzner, A Braun, A Borrmann - Automation in Construction, 2024 - Elsevier
Persistent issues of schedule deviations and cost overruns within large construction projects
aggravate the construction industry's global productivity concerns. However, how holistic …

[HTML][HTML] The evolution of ontology in AEC: A two-decade synthesis, application domains, and future directions

K Farghaly, RK Soman, SA Zhou - Journal of Industrial Information …, 2023 - Elsevier
Ontologies play a pivotal role in knowledge representation, particularly beneficial for the
Architecture, Engineering, and Construction (AEC) sector due to its inherent data diversity …

Knowledge graphs and linked data for the built environment

P Pauwels, A Costin, MH Rasmussen - Industry 4.0 for the Built …, 2021 - Springer
The built environment in the Industry 4.0 is digitizing rapidly and producing great amounts of
data. These data are of different kinds and follow specific structures and logics, depending …

[HTML][HTML] Live semantic data from building digital twins for robot navigation: Overview of data transfer methods

P Pauwels, R de Koning, B Hendrikx, E Torta - Advanced Engineering …, 2023 - Elsevier
Increasing reliance on automation and robotization presents great opportunities to improve
the management of construction sites as well as existing buildings. Crucial in the use of …

Exploring natural language processing in construction and integration with building information modeling: A scientometric analysis

M Locatelli, E Seghezzi, L Pellegrini, LC Tagliabue… - Buildings, 2021 - mdpi.com
The European Union (EU) aims to increase the efficiency and productivity of the construction
industry. The EU suggests pairing Building Information Modeling with other digitalization …

[HTML][HTML] An ontology to support flow system descriptions from design to operation of buildings

V Kukkonen, A Kücükavci, M Seidenschnur… - Automation in …, 2022 - Elsevier
The interoperability of information from design to operations is an acknowledged challenge
in the fields of architecture, engineering and construction (AEC). As a potential solution to …