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人工智能技术对知识组织的影响——以知识图谱为视角

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为探索人工智能技术对知识组织模式的影响,文章采集国内近10年人工智能技术与知识组织研究文献,利用内容分析法对涉及的知识元素、组织方式、算法模型等进行定量和定性分析。研究发现:人工智能环境下的知识组织过程包括知识抽取、知识融合;人工智能技术发展为知识组织过程提供了技术性支持,提升了知识组织处理效率。
The Impact of Artificial Intelligence Technologies on Knowledge Organization——From the Perspective of Knowledge Graph
This paper tries to explore the impact of artificial intelligence technologies on knowledge organization patterns.First,it collects research results related to both artificial intelligence technologies and knowledge organization published in China in the last ten years.Then,it makes a content analysis of knowledge elements,organizational methods,algorithm models,and other factors involved,quantitatively and qualitatively.The result shows that the knowledge organization process in artificial intelligence environments includes knowledge extraction and knowledge fusion;the development of artificial intelligence technologies has provided strong technical support for the process of knowledge organization and improved the efficiency of knowledge organization processing.

artificial intelligence technologyknowledge organizationmultimodal resourcesknowledge graphdeep learning

贾君枝、崔西燕、张贵香

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中国人民大学信息资源管理学院

人工智能技术 知识组织 多模态资源 知识图谱 深度学习

中国人民大学科研项目

202230018

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(2)
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