Research on big data technology for military human resources combining knowledge graph and large language model
Aiming at the field of military human resources data in the era of big data, this paper proposes a military human resource big data technology combining knowledge graph and large language model (Mhr-KL). This technology eliminates data silos by constructing multi-source knowledge graph, and introduc...
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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/1754290634251-1703277776.pdf |
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| Summary: | Aiming at the field of military human resources data in the era of big data, this paper proposes a military human resource big data technology combining knowledge graph and large language model (Mhr-KL). This technology eliminates data silos by constructing multi-source knowledge graph, and introduces large language model to improve intelligent interaction ability, so as to solve the problems of difficult data application and low degree intelligent interaction in the field of military human resources. The feasibility and accuracy of this technology are proved by the data island inventory test, intelligent question answering performance verification and comparative analysis in the test environment. |
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| ISSN: | 1673-3819 |