Modeling innovation by a kinetic description of the patent citation system

被引:36
作者
Csardi, Gabor
Strandburg, Katherine J.
Zalanyi, Laszlo
Tobochnik, Jan
Erdi, Peter
机构
[1] Hungarian Acad Sci, Dept Biophys, KFKI Res Inst Particle & Nucl Phys, H-1121 Budapest, Hungary
[2] Kalamazoo Coll, Ctr Complex Syst Studies, Kalamazoo, MI 49006 USA
[3] Depaul Univ, Coll Law, Chicago, IL 60604 USA
[4] Kalamazoo Coll, Dept Phys, Kalamazoo, MI 49006 USA
基金
美国国家科学基金会;
关键词
innovation; patents; citation network; preferential attachment; aging;
D O I
10.1016/j.physa.2006.08.022
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
This paper reports results of a network theory approach to the study of the United States patent system. We model the patent citation network as a discrete time, discrete space stochastic dynamic system. From patent data we extract an attractiveness function, A(k,l), which determines the likelihood that a patent will be cited. A(k,l) shows power law aging and preferential attachment. The exponent of the latter is increasing since 1993, suggesting that patent citations are increasingly concentrated on a relatively small number of patents. In particular, our results appear consistent with an increasing patent "thicket", in which more and more patents are issued on minor technical advances. (c) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码:783 / 793
页数:11
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