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国内外图情领域生成式人工智能研究态势分析

Analysis of the Research Trends of Generative Artificial Intelligence in the Field of Library and Information Science at Home and Abroad
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摘要 生生成式人工智能产品问世以来,迅速成为图情领域中的研究热点。利用CiteSpace和VOSviewer等工具直观展示国内外图情领域生成式人工智能(AIGC)的发文数量、作者合作网络和主题聚类情况,基于上述三个方面的分析揭示研究的热点主题主要聚焦于信息资源建设与管理、信息检索与服务、信息素养教育、虚拟展览与文化遗产保护、数据风险与治理五个方面,并指出未来图情领域生成式人工智能可从文本生成与检索增强、数据挖掘与知识发现、信息伦理与版权、技术融合与人机协作等方面开展。 Since the advent of generative artificial intelligence(AIGC)products,they have rapidly become a research hot-spot in the field of library and information science(LIS).Using visualization tools including CiteSpace and VOSviewer,this study presents an intuitive analysis of publication outputs,author collaboration networks,and thematic clustering in AIGC research within domestic and international LIS domains.The analysis reveals five major research themes:(1)information resource construction and management,(2)information retrieval and services,(3)information literacy education,(4)virtual exhibitions and cultural heritage preservation,and(5)data risks and governance.Furthermore,the study identifies four promising future research directions:(1)text generation and retrieval enhancement,(2)data mining and knowledge discovery,(3)information ethics and copyright issues,and(4)technology integration and human-AI collaboration.
作者 谭学灿 陈祈俐 Tan Xuecan;Chen Qili(Guizhou University Library,Guiyang,Guizhou 550025;Library of Guiyang No.3 Experimental High School,Guiyang,Guizhou 550001)
出处 《贵图学苑》 2025年第1期66-70,共5页 Guizhou Library Publication
关键词 生成式人工智能 AICC 图书情报 CITESPACE VOSviewer Generative Artificial Intelligence AIGC Library and Information Science CiteSpace VOSviewer
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