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Exploiting knowledge graphs in industrial products and services: A survey of key aspects, challenges, and future perspectives
The rapid development of information and communication technologies has enabled a value
co-creation paradigm for develo** industrial products and services, where massive …
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
Abstract Information and Communications Technologies (ICTs) play a vital role in the
knowledge management (KM) of the Architecture, Engineering and Construction (AEC) …
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 …
describes the use of digital twins (DTs) and semantic web technologies for the intelligent …
Graph neural networks for construction applications
Abstract Graph Neural Networks (GNNs) have emerged as a promising solution for
effectively handling non-Euclidean data in construction, including building information …
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
Persistent issues of schedule deviations and cost overruns within large construction projects
aggravate the construction industry's global productivity concerns. However, how holistic …
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
Ontologies play a pivotal role in knowledge representation, particularly beneficial for the
Architecture, Engineering, and Construction (AEC) sector due to its inherent data diversity …
Architecture, Engineering, and Construction (AEC) sector due to its inherent data diversity …
Knowledge graphs and linked data for the built environment
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 …
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
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 …
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
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 …
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 …
in the fields of architecture, engineering and construction (AEC). As a potential solution to …