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计算机系统应用英文版:2013,22(3):11-15

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科技文献元数据自动抽取研究述评

龚立群, 马宝英, 常晓荣

(昌吉学院计算机工程系, 昌吉 831100)

Literature Review on Automatic Metadata Extraction of Scientific Paper

GONG Li-Qun, MA Bao-Ying, CHANG Xiao-Rong

(Computer Engineering, Changji College, Changji 831100, China)

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本文已被：浏览 1325次下载 2738次
Received:September 01, 2012 Revised:September 27, 2012

中文摘要: 首先从元数据的属性和元数据的粒度两个角度对科技文献元数据进行了分析, 在此基础上, 从科技文献元数据自动抽取的理论研究和应用实践研究两个方面对国内外科技文献元数据自动抽取研究成果进行分析和综合, 最后指出了现有研究的特点和存在的不足.

中文关键词: 科技文献元数据自动抽取基于规则的抽取基于模板的抽取基于机器学习的抽取

Abstract:From the perspectives of metadata attributes and metadata granularity, the metadata of scientific paper is analyzed. On this basis, the research on metadata extraction of scientific paper in domestic and international are analyzed and synthesized from two aspects of the theoretical research and application in practice. Finally, the features and shortcomings of the current research are pointed out.

keywords: scientific paper automatic metadata extraction rule-based extraction template-based extraction machine-learning extraction

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基金项目:教育部人文社会科学研究规划基金(09XJA870003)

Author Name	Affiliation
GONG Li-Qun	Computer Engineering, Changji College, Changji 831100, China
MA Bao-Ying	Computer Engineering, Changji College, Changji 831100, China
CHANG Xiao-Rong	Computer Engineering, Changji College, Changji 831100, China

Author Name	Affiliation
GONG Li-Qun	Computer Engineering, Changji College, Changji 831100, China
MA Bao-Ying	Computer Engineering, Changji College, Changji 831100, China
CHANG Xiao-Rong	Computer Engineering, Changji College, Changji 831100, China

引用文本：
龚立群,马宝英,常晓荣.科技文献元数据自动抽取研究述评.计算机系统应用,2013,22(3):11-15
GONG Li-Qun,MA Bao-Ying,CHANG Xiao-Rong.Literature Review on Automatic Metadata Extraction of Scientific Paper.COMPUTER SYSTEMS APPLICATIONS,2013,22(3):11-15