Empirical Tests of Zipf's Law Mechanism in Open Source Linux Distribution

被引:67
作者
Maillart, T. [1 ]
Sornette, D. [1 ]
Spaeth, S. [2 ]
von Krogh, G. [2 ]
机构
[1] ETH, Chair Entrepreneurial Risks, Dept Management Technol & Econ, CH-8001 Zurich, Switzerland
[2] ETH, Chair Strateg Management & Innovat, Dept Management Technol & Econ, CH-8001 Zurich, Switzerland
基金
瑞士国家科学基金会;
关键词
D O I
10.1103/PhysRevLett.101.218701
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Zipf's power law is a ubiquitous empirical regularity found in many systems, thought to result from proportional growth. Here, we establish empirically the usually assumed ingredients of stochastic growth models that have been previously conjectured to be at the origin of Zipf's law. We use exceptionally detailed data on the evolution of open source software projects in Linux distributions, which offer a remarkable example of a growing complex self-organizing adaptive system, exhibiting Zipf's law over four full decades.
引用
收藏
页数:4
相关论文
共 31 条
[1]  
Adamic L. A., 2002, GLOTTOMETRICS, V3, P143, DOI DOI 10.1109/S0SE.2014.50
[2]  
Adamic LA., 2000, Q J ELECT COMMERCE, V1, P5, DOI [DOI 10.2139/SSRN.166108, 10.2139/ssrn.166108]
[3]  
AHARONY A, 1989, P C HON BB MAND VENC
[4]   Statistical mechanics of complex networks [J].
Albert, R ;
Barabási, AL .
REVIEWS OF MODERN PHYSICS, 2002, 74 (01) :47-97
[5]  
[Anonymous], 1949, Human behaviour and the principle of least-effort
[6]   Zipf distribution of US firm sizes [J].
Axtell, RL .
SCIENCE, 2001, 293 (5536) :1818-1820
[7]  
Bak P., 1996, NATURE WORKS
[8]   Emergence of scaling in random networks [J].
Barabási, AL ;
Albert, R .
SCIENCE, 1999, 286 (5439) :509-512
[9]  
Challet D, 2004, PHYS REV E, V70, DOI 10.1103/PhysRevE.70.046109
[10]   A MODEL OF INCOME DISTRIBUTION [J].
Champernowne, D. G. .
ECONOMIC JOURNAL, 1953, 63 (250) :318-351