论文标题

引用动力学的爵士流行模型

A SIR epidemic model for citation dynamics

论文作者

Reia, Sandro M., Fontanari, José F.

论文摘要

对科学文献中引用的研究跨越了传统科学分支之间的界限,并且本身是一个称为“科学科学”的最有利可图的研究领域。尽管对单个论文的引文历史的理解涉及许多无形因素,但引用引用可以解释经验引用模式的大多数特征的基本假设。在这里,我们将爵士流行模型用作一种机械模型,用于在美国物理社会选定期刊上发表的众所周知论文的引文动态。估计的流行病学参数可洞悉未知数量的社区规模,可以引用纸张及其对该社区的最终影响。我们发现使用流行病学参数获得的期刊排名与影响因子等级之间的期刊等级之间有很好的一致性。

The study of citations in the scientific literature crosses the boundaries between the traditional branches of science and stands on its own as a most profitable research field dubbed the `science of science'. Although the understanding of the citation histories of individual papers involves many intangible factors, the basic assumption that citations beget citations can explain most features of the empirical citation patterns. Here we use the SIR epidemic model as a mechanistic model for the citation dynamics of well-cited papers published in selected journals of the American Physical Society. The estimated epidemiological parameters offer insight on unknown quantities as the size of the community that could cite a paper and its ultimate impact on that community. We find a good, though imperfect, agreement between the rank of the journals obtained using the epidemiological parameters and the impact factor rank.

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