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The Scaling Relationship between Citation-Based Performance and Scientific Collaboration in Natural Sciences

机译:基于引文的绩效与绩效的量表关系   自然科学中的科学合作

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摘要

The aim of this paper is to extend our knowledge about the power-lawrelationship between citation-based performance and collaboration patterns forpapers of the Natural Sciences domain. We analyzed 829,924 articles thatreceived 16,490,346 citations. The number of articles published throughcollaboration account for 89%. The citation-based performance and collaborationpatterns exhibit a power-law correlation with a scaling exponent of 1.20,SD=0.07. We found that the Matthew effect is stronger for collaborated papersthan for single-authored. This means that the citations to a field researchareas articles increase 2.30 times each time it doubles the number ofcollaborative papers. The scaling exponent for the power-law relationship forsingle-authored papers was 0.85, SD=0.11. The citations to a field researcharea single-authored articles increase 1.89 times each time the research areadoubles the number of non-collaborative papers.
机译:本文的目的是扩展我们对自然科学领域论文的基于引文的表现和协作模式之间的幂律关系的认识。我们分析了829,924篇文章,获得了16,490,346篇引用。通过合作发表的文章数量占89%。基于引用的绩效和协作模式表现出幂律相关性,缩放指数为1.20,SD = 0.07。我们发现,对于合作论文,马修效应要比单作者更强。这意味着,每增加一个合作论文数倍,对现场研究领域文章的引用就会增加2.30倍。单篇论文的幂律关系的标度指数为0.85,SD = 0.11。每当研究领域的非合作论文数量翻倍时,对领域研究领域单篇论文的引用被增加1.89倍。

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