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基于大语言模型的文献资源保障体系运行机制的重构研究

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随着信息化渗透进资源分布的各阶段,数字技术的迭代致使传统文献生产组织形式发生重大变革,用户提出更多增值服务需求,因而需要重构文献资源保障体系以满足社会变化的新需求.本文基于大语言模型重构文献资源保障体系运行机制,探讨文献资源保障体系重构的发展背景和内在需求,从制度、管理和形态3方面设计重构框架,建立运行模式并分析大语言模型运作机理.该模型尝试实现保障体系的智能数据挖掘、质量内容生产和价值信息训练,提供用户知识引导和对象精准化服务,为文献资源保障体系的智慧化发展提供参考借鉴.
Reconstructing the Document Resource Guarantee System Based on Large Language Model
As global informatization has permeated all stages of resource distribution,advances in digital technology result in major changes in traditional document production structures.The growing demand among users for enhanced value-added services calls for the reconstruction of document resource guarantee system.This study presents a framework for the system reconstruction based on three aspects:system design,management practices,and operational forms.By leveraging a large language model,the study analyzes the development background and internal demands of the reconstruction,establishes a new operational model and examines the operational mechanism of the large language model.The reconstructed model enables intelligent data mining,quality content production,and value-driven information training.Furthermore,it enhances user knowledge guidance and object precision services,offering references for the intelligent evolution of the document resource guarantee systems.

Large language modelLiterature resourcesGuarantee systemOperation mechanismReconfiguration

傅爱雯、邵波

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南京大学信息管理学院

南京大学图书馆

大语言模型 文献资源 保障体系 运行机制 重构

2024

图书馆杂志
上海市图书馆学会 上海图书馆

图书馆杂志

CSSCICHSSCD北大核心
影响因子:1.475
ISSN:1000-4254
年,卷(期):2024.43(10)