A heuristic study of the first-citation distribution

被引:55
作者
Egghe, L
机构
[1] Limburgs Univ Ctr, B-3590 Diepenbeek, Belgium
[2] Univ Instelling Antwerp, B-2610 Antwerp, Belgium
关键词
Cumulative Distribution; Aging Rate; Nonlinear Regression; Regression Technique; Single Model;
D O I
10.1023/A:1005688404778
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The first-citation distribution, i.e. the cumulative distribution of the time period between publication of an article and the time it receives its first citation, has never bean modelled by using well-known informetric distributions. An attempt to this is given in this paper. For the diachronous aping distribution we use a simple decreasing exponential model. For the distribution of the total number of received citations we use a classical Lotka function. The combination of these two tools yield new first-citation distributions. The model is then tested by applying nonlinear regression techniques. The obtained fits are very good and comparable with older experimental results of Rousseau and of Gupta and Rousseau. However our single model is capable of fitting all first-citation graphs, concave as well as S-shaped; in the older results one needed two different models for it. Our model is the function Phi(t(1)) = gamma(1-a(t1))(alpha-1). Here gamma is the fraction of the papers that eventually get cited, t(1) is the time of the first citation, a is the aging rate and a is Lotka's exponent. The combination of a and alpha in one formula is, to the best of our knowledge, new. The model hence provides estimates for these two important parameters.
引用
收藏
页码:345 / 359
页数:15
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