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2003-2023年我国自动标引研究及实践进展

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[目的/意义]对 2003 年以来我国自动标引的研发现状进行总结并预测未来发展动向,以期为文献自动标引实践的发展提供借鉴和参考.[方法/过程]通过文献调研和相关案例回顾,系统梳理 2003-2023 年我国文献自动标引的系统研发及典型应用,具体从自动主题标引和自动分类标引两方面展开.[结果/结论]自动标引发展面临不少现实问题,今后自动标引研究及实践应聚焦于技术上重点突破中文自动分词的语言分析问题、研究和探索更高效的语料库智能学习机制、集成化开发多媒体信息自动标引方法、多方联动构建文献自动标引效果的评价体系与监测机制.
Research and Practice Progress of Automatic Indexing in China from 2003 to 2023
[Purpose/significance]This paper summarizes the current research and development status of automatic indexing in China since 2003 and predicts the future development trend,in order to provide reference for the development of automatic indexing practice.[Method/process]Through literature research and releted case review,this paper systematically reviews the system development and typical applications of automatic literature indexing in China from 2003 to 2023,specifically from two aspects:automatic subject indexing and automatic classification indexing.[Result/conclusion]The development of automatic indexing is faced with many practical problems.In the future,the research and practice of automatic indexing should focus on breaking through the language analysis problem of Chinese automatic word segmentation in terms of technology,exploring more efficient intelligent learning mechanism of corpus,developing multimedia information automatic indexing methods,and constructing the evaluation system and monitoring mechanism of the effect of automatic literature indexing by multi-party linkage.

automatic subject indexingautomatic classification indexingindexing technologyartificial intelligence

史雅莉、贺红钰

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湖北大学历史文化学院 湖北武汉 430062

自动主题标引 自动分类标引 标引技术 人工智能

教育部人文社会科学研究青年基金湖北省教育厅人文社会科学研究一般项目

20YJC870007202011001301005

2024

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福建省科技情报学会,福建省科技信息研究所

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CHSSCD
影响因子:0.52
ISSN:1005-8095
年,卷(期):2024.(4)
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