Construction method and application of domain knowledge graph for command and guidance
In future equipment testing, real-time data collection, processing, and storage present characteristics such as large data volume, redundancy, and poor intuitiveness, which pose challenges to test command and guidance. The article summarizes the domain knowledge system for experimental command and g...
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| Main Author: | |
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| Format: | Article |
| Language: | zho |
| Published: |
Editorial Office of Command Control and Simulation
2025-08-01
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| Series: | Zhihui kongzhi yu fangzhen |
| Subjects: | |
| Online Access: | https://www.zhkzyfz.cn/fileup/1673-3819/PDF/1754290666509-1726010826.pdf |
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| Summary: | In future equipment testing, real-time data collection, processing, and storage present characteristics such as large data volume, redundancy, and poor intuitiveness, which pose challenges to test command and guidance. The article summarizes the domain knowledge system for experimental command and guidance requirements, and proposes a domain knowledge graph construction method based on command and guidance data. Using the experience and knowledge of experts, a knowledge system for equipment testing command and adjustment was constructed as the initial ontology of the knowledge graph in this field. The key technologies involved in knowledge graph construction, including knowledge extraction and fusion, were explained in detail, and the specific application of this domain knowledge graph in assisting command and adjustment decision-making was demonstrated. The domain knowledge graph oriented towards command and guidance can provide support for situation analysis and system situation generation, thereby more effectively serving equipment testing command and guidance work. |
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| ISSN: | 1673-3819 |