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arXiv 1303.6906cs.IRcs.DL
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使用Apache Hadoop进行大规模引文匹配

Large scale citation matching using Apache Hadoop

Mateusz Fedoryszak, Dominika Tkaczyk, Łukasz Bolikowski

摘要:

在引文匹配过程中,创建了从参考书目条目到参考出版物的链接。这种链接是链接文本之间主题相似性的指标,用于评估参考文件的影响,并改善数字图书馆用户界面的导航。在本文中,我们提出了一种引文匹配方法,并展示了如何在Hadoop环境中使用适当的索引和MapReduce范式来扩展它以处理大量数据。

英文摘要:

During the process of citation matching links from bibliography entries to referenced publications are created. Such links are indicators of topical similarity between linked texts, are used in assessing the impact of the referenced document and improve navigation in the user interfaces of digital libraries. In this paper we present a citation matching method and show how to scale it up to handle great amounts of data using appropriate indexing and a MapReduce paradigm in the Hadoop environment.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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