融合大语言模型的红色资源价值挖掘与教育应用  

Leveraging Large Language Models for Value Mining and Educational Application of Red Resources

作　　者：吴哲 陈希鹏 WU Zhe;CHEN Xipeng(College of New Energy and Environment,Jilin University,Changchun 130012,China;School of Business and Management,Jilin University,Changchun 130012,China)

机构地区：[1]吉林大学新能源与环境学院,吉林长春130012 [2]吉林大学商学与管理学院,吉林长春130012

出　　处：《情报科学》2024年第11期175-182,共8页Information Science

摘　　要：【目的/意义】红色资源是坚定理想信念、传承红色基因的宝贵财富,新一代信息技术为其开发利用带来新机遇。本文旨在探索大语言模型支持下的红色资源价值挖掘与教育应用路径,助力培养堪当民族复兴大任的时代新人。【方法/过程】本研究在梳理红色资源开发与大模型应用研究现状的基础上,构建出基于大语言模型的红色资源价值挖掘框架体系,并针对红色资源融入高校思想政治教育设计出不同的应用场景与实现路径。【结论/结果】基于大语言模型的红色资源价值挖掘框架涵盖了红色资源整合、知识图谱构建、知识推理、智慧应用等关键模块,能够实现革命知识的规律挖掘与价值彰显;针对高校思政教育,所设计的大模型驱动的红色资源智慧教育应用有助于拓展思政教育的广度和深度,为培养社会主义建设者和接班人提供坚实的文化滋养。【创新/局限】本研究开拓了大语言模型驱动的红色资源智慧化管理与价值挖掘新范式,并提出面向教育的端到端红色资源开发利用解决方案。【Purpose/significance】Red resources are valuable assets for strengthening ideals and beliefs and inheriting the red gene.The new generation of information technology has brought new opportunities for their development and utilization.This paper aims to explore the value mining and educational application paths of red resources under the support of large language models,helping to cultivate a new generation capable of shouldering the great responsibility of national rejuvenation.【Method/process】Based on reviewing the current research status of red resource development and large model application,this study constructs a value mining framework system for red resources based on large language models.It also designs different application scenarios and implementation paths for integrating red resources into ideological and political education in colleges and universities.【Result/conclusion】The value mining framework of red resources based on large language models covers key modules such as red resource integration,knowledge graph construction,knowledge reasoning,and intelligent applications,enabling the mining of revolutionary knowledge patterns and the highlighting of their value.For ideological and political education in colleges and universities,the designed intelligent educational applications of red resources driven by large models help expand the breadth and depth of ideological and political education,providing a solid cultural nourishment for cultivating builders and successors of socialism.【Innovation/limitation】The innovation of this research lies in pioneering a new paradigm of intelligent management and value mining of red resources driven by large language models and proposing an end-to-end solution for the development and utilization of red resources for education.

关 键 词：大语言模型 红色资源 价值挖掘 高等思政教育 提示工程 知识图谱 

分 类 号：G254[文化科学—图书馆学]