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arXiv 0704.2902cs.DLcs.IR
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基于数字图书馆访问记录的相关论文推荐

Recommending Related Papers Based on Digital Library Access Records

Stefan Pohl, Filip Radlinski, Thorsten Joachims

摘要:

数字图书馆的一个重要目标是使研究人员能够更容易地探索相关的工作。虽然引用数据通常被用作相关性的指标,但在本文中,我们证明数字访问记录(例如http服务器日志)也可以用作指标。特别是,我们表明,基于共同访问的措施提供了更好的覆盖面比共同引用,他们可以更快,他们是最近的论文更准确。

英文摘要:

An important goal for digital libraries is to enable researchers to more easily explore related work. While citation data is often used as an indicator of relatedness, in this paper we demonstrate that digital access records (e.g. http-server logs) can be used as indicators as well. In particular, we show that measures based on co-access provide better coverage than co-citation, that they are available much sooner, and that they are more accurate for recent papers.

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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