Research on ontology construction for system-of-systems architecture design
Yujie Shao, Ruiyuan Kong, Xiaoxia Jia · 2023
With the progress of military informatization construction, the combination of architectural design and knowledge graph has become a key method to address issues such as insufficient knowledge level, weak correlation, and low reuse rate in architectural design. A high-quality ontology model can improve the quality of the knowledge graph for architectural design, and promote the knowledge, visualization, and intelligent application of architectural design outcomes. Based on data sources such as DoDAF Meta-Model, MoDAF Meta-Model, and Inf-proA Meta-model, this paper studied the relationship between architectural viewpoint models and knowledge extraction, and proposed an ontology construction method for architectural design. By summarizing and generalizing the ontologies in the field of architectural design, a seven-step process for ontology construction in architectural design was proposed, and the consistency of the ontology was verified using Protégé software. The verification results showed that there were no conflicts among the concepts, relationships, attributes, and logical rules in the architectural ontology, providing strong support for architectural design work. Starting from current military requirements, this paper introduces ontology model construction into the field of architectural design, providing reference for the future construction and application of architectural knowledge graphs.