基于大语言模型的古籍文献知识组织框架构建及其应用研究  

Construction and Application of Ancient Literature Knowledge Organization Framework Based on the Big Language Model

作　　者：张兴旺 李洁 李思凡 王小培 Zhang Xingwang;Li Jie;Li Sifan;Wang Xiaopei(Business School of Guilin University of Technology)

机构地区：[1]桂林理工大学商学院,广西桂林541004

出　　处：《图书馆》2025年第4期7-12,共6页Library

基　　金：2022年广西社科基金一般项目“晚清以来南岭走廊珍稀民族文献抢救性搜集、整理与数字化建设研究”(项目编号:22BTQ001);广西八桂青年拔尖人才项目(项目编号:桂人才办[2024]1号)的阶段性研究成果之一。

摘　　要：大语言模型与知识组织在技术演化、核心能力与应用场景等方面存在高度互补、协同共生关系,二者的融合研究是一个值得探索的学术问题。在分析相关研究现状的基础上,探究大语言模型与知识组织融合智能引擎的基本原理,设计并提出了一种基于大语言模型的古籍文献知识组织框架,并以南海古籍文献为例,对其应用进行了研究。文章所提出的理论框架有助于促进大语言模型与知识组织的深度融合,推动大语言模型在古籍文献知识组织体系中的应用。There is a highly complementary and collaborative relationship between the big language model and knowledge organization in terms of technological evolution,core capabilities,and application scenarios.The integration of the two is an academic issue worth exploring.On the basis of analyzing the current research status,the basic principle of integrating big language models with knowledge organization intelligent engines was analyzed.A knowledge organization framework for ancient literature based on big language models was designed and proposed,and its application was studied using the South China Sea ancient literature as an example.The proposed theoretical framework helps to promote the deep integration of big language models and knowledge organization,providing more possibilities for the application of big language models in the knowledge organization system of ancient literature.

关 键 词：大模型 大语言模型 古籍文献 知识组织 智能引擎 

分 类 号：G255.1[文化科学—图书馆学]