Are Altmetrics Proxies or Complements to Citations for Assessing Impact in Computer Science?

Yusra Shakeel, Rand Alchokr, J. Krüger, G. Saake, Thomas Leich
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引用次数: 4

Abstract

Altmetrics represent an alternative to established citation-based metrics to measure the scientific impact of a publication. For instance, they cover social-media platforms (e.g., Twitter, YouTube) to elicit how individuals outside of the scientific community interact with publications. Still, it is somewhat unclear to what extent Altmetrics are a valuable addition to existing metrics, or may represent only proxies without additional value. In this paper, we present our current steps towards understanding this problem in more detail. To this end, we describe and discuss the results of an initial correlation study that revealed significant positive correlations of different strengths between four categories of Altmetrics and citations. We elaborate on potential causes for, and the impact of, these correlations to define steps for future research aimed at understanding the value of Altrnetrics.
Altmetrics是评估计算机科学影响引用的代理还是补充?
Altmetrics代表了一种替代现有的基于引用的指标来衡量出版物的科学影响。例如,它们涵盖了社交媒体平台(如Twitter、YouTube),以引出科学界以外的个人如何与出版物互动。尽管如此,Altmetrics在多大程度上是对现有指标的一种有价值的补充,还是仅仅代表了没有附加价值的代理,目前还不清楚。在本文中,我们详细介绍了我们目前了解这个问题的步骤。为此,我们描述并讨论了一项初步相关研究的结果,该研究揭示了四类Altmetrics与引文之间不同强度的显著正相关。我们详细阐述了这些相关性的潜在原因和影响,以确定旨在理解Altrnetrics价值的未来研究步骤。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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