Natural language processing for smart construction: Current status and future directions
Unstructured texts dominate data in construction projects. With the achievements of natural
language processing (NLP) techniques, mining unstructured text data for smart construction …
language processing (NLP) techniques, mining unstructured text data for smart construction …
Semantic web technologies in AEC industry: A literature overview
Over the recent years, the usage of semantic web technologies has notably increased in the
domains of architecture, engineering and construction (AEC). These technologies are …
domains of architecture, engineering and construction (AEC). These technologies are …
A scientometric analysis and critical review of construction related ontology research
There is a wide range of literature on adopting ontology to solve construction problems, but
no review of existing studies has systematically analyzed and visualized the trends in …
no review of existing studies has systematically analyzed and visualized the trends in …
Ontology-based semantic modeling of construction safety knowledge: Towards automated safety planning for job hazard analysis (JHA)
Construction safety related knowledge and project specific information are scattered and
fragmented. Despite technological advancements of information and knowledge …
fragmented. Despite technological advancements of information and knowledge …
[HTML][HTML] A shared ontology suite for digital construction workflow
Y Zheng, S Törmä, O Seppänen - Automation in Construction, 2021 - Elsevier
With ongoing advancements in information and communication technologies (ICTs) in all
stages of the construction lifecycle, information from entities related to construction workflow …
stages of the construction lifecycle, information from entities related to construction workflow …
IfcOWL: A case of transforming EXPRESS schemas into ontologies
Ontologies have been successfully applied as a semantic enabler of communication
between both users and applications in fragmented, heterogeneous multinational business …
between both users and applications in fragmented, heterogeneous multinational business …
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 …
automatic non-trivial pattern extraction and knowledge discovery from text data. However …
BIM and GIS integration and interoperability based on semantic web technology
When making design and construction decisions, planners must consider information from
different scales and domains. Currently, building and geospatial data are shared and …
different scales and domains. Currently, building and geospatial data are shared and …
Utilization of semantic web technologies to improve BIM-LCA applications
S Sobhkhiz, H Taghaddos, M Rezvani… - Automation in …, 2021 - Elsevier
Currently, designers require to use numerous incomplete data sources and make multiple
assumptions to conduct an LCA. We argue that traditional methods are incapable of …
assumptions to conduct an LCA. We argue that traditional methods are incapable of …
Improving knowledge capture and retrieval in the BIM environment: Combining case-based reasoning and natural language processing
H Wang, X Meng, X Zhu - Automation in Construction, 2022 - Elsevier
Most knowledge management (KM) techniques capture knowledge at the end of a project,
leading to knowledge loss. Building information modeling (BIM) is a building information …
leading to knowledge loss. Building information modeling (BIM) is a building information …