On reliability and robustness of scientometrics indicators based on stochastic models. An evidence-based opinion paper

被引:30
作者
Glanzel, Wolfgang [1 ,2 ,3 ]
机构
[1] Katholieke Univ Leuven, Ctr R&D Monitoring, Louvain, Belgium
[2] Katholieke Univ Leuven, Dept MSI, Louvain, Belgium
[3] Hungarian Acad Sci, Inst Res Policy Studies, Budapest, Hungary
关键词
Stochastic models; Scientometric indicators; Statistical reliability; Ranking h-Index; CITATION; DISTRIBUTIONS; INFORMETRICS;
D O I
10.1016/j.joi.2010.01.005
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In the present paper we give an overview over the opportunities of probabilistic models in scientometrics. Four examples from different topics are used to shed light on some important aspects of reliability and robustness of indicators based on stochastic models. Limitations and future tasks are discussed as well. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:313 / 319
页数:7
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