Emergence of local structures in complex network:common neighborhood drives the network evolution

Author:

Cui Ai-Xiang ,Fu Yan ,Shang Ming-Sheng ,Chen Duan-Bing ,Zhou Tao ,

Abstract

After extensive study on the small-world and scale-free properties of networks, the research focus is shifting to detailed local structures. Empirical analysis shows that many real networks exhibit the power-law clique-degree distribution. This general regularity cannot be produced by the rich-get-richer mechanism. In this paper, we propose a common-neighborhood-dirven model in which the observed power-law clique-degree distribution con be well reproduced, indicating that the common-neighborhood-dirven mechanism is an essential factor leading to the emergence of local structures.

Publisher

Acta Physica Sinica, Chinese Physical Society and Institute of Physics, Chinese Academy of Sciences

Subject

General Physics and Astronomy

Reference39 articles.

1. Wang X F, Chen G R 2006 Complex Networks Theory and its Applications (Beijing:Tsinghua University Press)(in Chinese)[汪小帆、李 翔、陈关荣 2006 复杂网络理论及其应用 (北京:清华大学出版社)]

2. He D R, Lin Z H, Wang B H 2008 Complex Systems and Complex Networks (Beijing: Higher Education Press)(in Chinese)[何大韧、刘宗华、汪秉宏 2008 复杂系统与复杂网络 (北京:高等教育出版社) ]

3. Wu J S, Di Z R 2004 Prog. Phys. 24 18 (in Chinese) [吴金闪、狄增如 2004 物理学进展 24 18]

4. Fang J Q 2006 Sci. Techn. Rev. 24 67 (in Chinese) [方锦清 2006 科技导报 24 67]

5. Zhou T, Bai W J, Wang B H, Liu Z J, Yan G 2005 Physics 34 31 (in Chinese) [周 涛、柏文洁、汪秉宏、刘之景、严 钢 2005 物理 34 31]

Cited by 14 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3