引文和参考文献是交互式IR中相关度排名的关键

P. Ingwersen
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引用次数: 4

摘要

根据Polyrepresentation的原理(Ingwersen & Jäärvelin, 2005;Ingwersen, 2012)科学文献中的参考书目以及文献的引用有可能成为重新排序检索文献的有用特征。参考文献(以及引用)可以被视为信息交互的足迹,因为科学交流和出版过程中建立了行为惯例。它们是其他科学家早先提出的方法、结果和思想的实用程度的表现。在IR中使用参考文献已被证明可以提高检索性能(Skov et al. 2008),而引用数量并没有提供类似的改进。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Citations and references as keys to relevance ranking in interactive IR
According to the principle of Polyrepresentation (Ingwersen & Jäärvelin, 2005; Ingwersen, 2012) bibliographic references in scientific documents as well as citations to documents have the potential of serving as useful features for re-ranking of retrieved documents. References (and thus citations) can be seen as footprints of information interaction, because of the behavioral conventions built in to the scientific communication and publication process. They are manifestations of degrees of utility of methods, results and ideas made earlier on by other scientists. The use of references in IR has been demonstrated to improve retrieval performance (Skov et al. 2008), whereas the number of citations has not provided similar improvements.
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