顶点指数:一种基于点击率的衡量论文和科学家影响力的指标

A. Yang, Qi Zhang, Hongya Wang, Sanhong Deng
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引用次数: 0

摘要

在这项研究中,我们引入了一个新的指标,称为顶点指数,这是一个基于点击率的衡量标准,用于评估科学出版物和科学家的影响。Apex指数的基本原理包括量化引用焦点论文的热门论文的数量。具体来说,我们确定在给定领域和年份中引用率最高的前1%的论文为热门论文。然后,我们计算MAG数据库中所有出版物的Apex索引,该数据库包含大约2亿个文档。我们的研究表明,诺贝尔奖获奖论文的Apex指数高于其他论文,诺贝尔奖获得者的Apex指数高于其同行。此外,我们还证明了Apex指数在评价科学家和识别获奖者方面具有较高的收敛效度。总的来说,Apex指数为评估科学出版物和研究人员的影响提供了一个有价值和有效的工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Apex Index: A Hit-based Metric for Measuring the Impact of Papers and Scientists
In this study, we introduce a novel metric called the Apex index, which is a hit-based measure for assessing the impact of scientific publications and scientists. The basic principle of the Apex index involves quantifying the number of hit papers that cite the focal paper. Specifically, we identify the top 1% most highly cited papers in a given field and year as the hit papers. We then calculate the Apex index for all publications in the MAG database, which contains approximately 200 million documents. Our study reveals that Nobel Prize-winning papers display a higher Apex index compared to other papers, and Nobel laureates exhibit a higher Apex index than their peers. Moreover, we demonstrate that the Apex index has a higher convergent validity in evaluating scientists and identifying laureates. Overall, the Apex index presents a valuable and effective tool for assessing the impact of scientific publications and researchers.
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