| 注册
首页|期刊导航|现代情报|AIGC驱动的医疗健康领域知识服务模式研究

AIGC驱动的医疗健康领域知识服务模式研究

韩普 李雄 陈文祺 刘森嶺

现代情报2026,Vol.46Issue(4):68-79,12.
现代情报2026,Vol.46Issue(4):68-79,12.DOI:10.3969/j.issn.1008-0821.2026.04.006

AIGC驱动的医疗健康领域知识服务模式研究

Research on AIGC-Driven Knowledge Service Mode in Healthcare Field

韩普 1李雄 2陈文祺 2刘森嶺2

作者信息

  • 1. 南京邮电大学管理学院,江苏 南京 210003||江苏省数据工程与知识服务重点实验室,江苏 南京 210023
  • 2. 南京邮电大学管理学院,江苏 南京 210003
  • 折叠

摘要

Abstract

[Purpose/Significance]Healthcare is related to people's life,health and safety,and is highly dependent on experience and knowledge,requiring intelligent,precise and personalized knowledge services.The rapid development of generative AI technology and the emergence of large parameter scale language models have brought disruptive changes and opportunities for healthcare knowledge services,and it is urgent to build an AIGC-driven knowledge service mode to provide the public with smarter,more accurate,and personalized healthcare knowledge services,so as to improve the people's health level and enhance the health literacy of the whole population.[Method/Process]Based on the construction of domain Large Language Model,the article built a domain knowledge service model including five layers around the key aspects of data collection,knowledge organization,model construction,information security and knowledge service,inte-grating the knowledge service phases,application scenarios and target populations,and conducted experimental validation on healthcare Q&A and image captioning tasks.[Result/Conclusion]The research advances the theoretical depth of the knowledge service mode in the field of healthcare,which can provide support for effectively sequencing,organizing and mining the rich medical knowledge contained in the data,constructing efficient knowledge reasoning models and mecha-nisms,and promoting the development of intelligence,precision and personalization of healthcare knowledge services.

关键词

医疗健康/大语言模型/知识服务/服务模式/人工智能

Key words

healthcare/large language model/knowledge service/service mode/artificial intelligence

分类

社会科学

引用本文复制引用

韩普,李雄,陈文祺,刘森嶺..AIGC驱动的医疗健康领域知识服务模式研究[J].现代情报,2026,46(4):68-79,12.

基金项目

国家社会科学基金项目"面向多模态医疗健康数据的知识组织模式研究"(项目编号:22BTQ096). (项目编号:22BTQ096)

现代情报

OACHSSCD

1008-0821

访问量0
|
下载量0
段落导航相关论文