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2023年中国图书情报领域研究概览

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为全面把握2023年中国图书情报领域研究进展,揭示研究格局及热点,文章运用Python对2023年图书情报领域CSSCI来源期刊论文开展词云可视化分析和主题提取,借助CiteSpace引入高频关键词共现知识图谱,相互验证地挖掘研究主题。采用基于深度学习的Sentence-BERT+UMAP+K-means+C-TF-IDF模型进行主题识别及聚类,得到39个研究主题,人工提炼主题标签并归纳出4个一级主题和15个二级主题:公共文化(图书馆事业、公共数字文化)、情报体系(国家安全情报、竞争情报、应急情报、学术情报、情报分析技术)、数据治理(数据流动规制、数据使用安全、科研数据治理、政府数据开放)、信息行为(信息需求、信息搜寻行为、信息采纳行为、信息传播行为)。结合解读式内容分析法,系统梳理各研究主题文献,综述研究现状与特征,提出研究不足及未来展望。
An Overview of China's Library and Information Science Research in 2023
In order to fully understand the research progress in the field of Library and Information Science(LIS)in China in 2023,and to reveal the research patterns and hotspots,this article applies Python to perform word cloud visualization analysis and topic extraction of the papers published in CSSCI source journals in the field of LIS in 2023.Using CiteSpace,a bibliometric tool,a co-occurrence knowledge graph of high-frequency keywords is introduced to explore the research topics in a mutually verifiable way.Using a deep learning based Sentence-BERT+UMAP+K-means+C-TF-IDF model,topics are identified and clustered,resulting in 39 research topics.The topics are manually refined into labels and categorized into four primary themes and fifteen secondary themes:public culture(librarianship,public digital culture),intelligence system(national security intelligence,competitive intelligence,emergency intelligence,academic intelligence,intelligence analysis technology),data governance(data flow regulation,data use security,research data governance,government data openness),and information behavior(information needs,information seeking behavior,information adoption behavior,information dissemination behavior).Through interpretative content analysis,the study systematically reviews the relevant literature on each research topic,thus providing an overview and summary of the current status and characteristics of LIS research in China,as well as highlighting the research gaps and future prospects.

library and information sciencepublic cultureintelligence systemdata governanceinformation behavior

邱嘉萱、刘佳静、郑建明

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南京大学信息管理学院

图书情报领域 公共文化 情报体系 数据治理 信息行为

2024

图书馆论坛
广东省立中山图书馆

图书馆论坛

CSTPCDCSSCICHSSCD北大核心
影响因子:1.864
ISSN:1002-1167
年,卷(期):2024.44(9)