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    基于大语言模型技术的智慧应急应用:知识管理与应急大脑

    Applications of Large Language Models in the Intelligent Emergency Management: Knowledge Management and Emergency Management Brain

    • 摘要: 大语言模型不仅是人工智能领域自然语言处理方向的重大突破,也正在改变知识获取与知识创新的模式。在研究大语言模型的知识获取与创新的原理之上,探讨了其在应急管理信息化建设中的应用,针对智慧应急中面临的建设困境以及业务系统智能化水平的局限,提出了基于大语言模型技术重构智慧应急的知识管理模式,在此基础上构想能够协同创新、全域感知、决策支持的应急大脑,从而实现整体业务系统智能化水平从感知智能到认知智能的提升。

       

      Abstract: Technologies of large language models are not only a major breakthrough in the direction of natural language processing within the artificial intelligence field, but also transforming patterns of knowledge acquisition and innovation. The principles of knowledge acquisition and innovation of large language models are studied, their potential applications in the construction of information systems for emergency management are explored. It addresses the challenges currently faced in the intelligent emergency management and the limitations of intelligence level of the service systems. A knowledge management mode of reconfiguration intelligence emergency based on large language model technology is proposed. On such basis, the emergency management brain which can collaboratively innovate, percept in all-domain, and support decision-making is conceived so that the intelligence level of the whole service system can be improved from the perception intelligence to cognitive intelligence.

       

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