TY - JOUR
T1 - The evolution of ontology in AEC
T2 - A two-decade synthesis, application domains, and future directions
AU - Farghaly, Karim
AU - Soman, Ranjith K.
AU - Zhou, Shanjing Alexander
PY - 2023
Y1 - 2023
N2 - Ontologies play a pivotal role in knowledge representation, particularly beneficial for the Architecture, Engineering, and Construction (AEC) sector due to its inherent data diversity and intricacy. Despite the growing interest in ontology and data integration research, especially with the advent of knowledge graphs and digital twins, a noticeable lack of consolidated academic synthesis still needs to be addressed. This review paper aims to bridge that gap, meticulously analysing 142 journal articles from 2000 to 2021 on the application of ontologies in the AEC sector. The research is segmented through systematic evaluation into ten application domains within the construction realm- process, cost, operation/maintenance, health/safety, sustainability, monitoring/control, intelligent cities, heritage building information modelling (HBIM), compliance, and miscellaneous. This categorisation aids in pinpointing ontologies suitable for various research objectives. Furthermore, the paper highlights prevalent limitations within current ontology studies in the AEC sector. It offers strategic recommendations, presenting a well-defined path for future research to address these gaps.
AB - Ontologies play a pivotal role in knowledge representation, particularly beneficial for the Architecture, Engineering, and Construction (AEC) sector due to its inherent data diversity and intricacy. Despite the growing interest in ontology and data integration research, especially with the advent of knowledge graphs and digital twins, a noticeable lack of consolidated academic synthesis still needs to be addressed. This review paper aims to bridge that gap, meticulously analysing 142 journal articles from 2000 to 2021 on the application of ontologies in the AEC sector. The research is segmented through systematic evaluation into ten application domains within the construction realm- process, cost, operation/maintenance, health/safety, sustainability, monitoring/control, intelligent cities, heritage building information modelling (HBIM), compliance, and miscellaneous. This categorisation aids in pinpointing ontologies suitable for various research objectives. Furthermore, the paper highlights prevalent limitations within current ontology studies in the AEC sector. It offers strategic recommendations, presenting a well-defined path for future research to address these gaps.
KW - Building information modelling
KW - Industry foundation classes (IFC)
KW - Interoperability
KW - Linked data
KW - Ontology
KW - Semantic web
UR - http://www.scopus.com/inward/record.url?scp=85170427607&partnerID=8YFLogxK
U2 - 10.1016/j.jii.2023.100519
DO - 10.1016/j.jii.2023.100519
M3 - Review article
AN - SCOPUS:85170427607
SN - 2452-414X
VL - 36
JO - Journal of Industrial Information Integration
JF - Journal of Industrial Information Integration
M1 - 100519
ER -