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

被引:8
|
作者
Farghaly, Karim [1 ]
Soman, Ranjith K. [2 ]
Zhou, Shanjing Alexander [1 ,3 ]
机构
[1] UCL, Bartlett Sch Sustainable Construct, London, England
[2] Delft Univ Technol, Fac Civil Engn & Geosci, Integral Design & Management Sect, Delft, Netherlands
[3] Hong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Hong Kong, Peoples R China
基金
“创新英国”项目;
关键词
Interoperability; Building information modelling; Ontology; Semantic web; Linked data; Industry foundation classes (IFC); SEMANTIC WEB TECHNOLOGIES; INTEGRATING BIM; INFORMATION; KNOWLEDGE; MANAGEMENT; FRAMEWORK; INFRASTRUCTURE; REPRESENTATION; INDUSTRY; SYSTEM;
D O I
10.1016/j.jii.2023.100519
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
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.
引用
收藏
页数:13
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