物理

基于复杂网络的开源软件社区的结构异质性

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  • 1.华南理工大学 工商管理学院,广东 广州 510640; 2.华南理工大学 环境与能源学院,广东 广州 510006
杨建梅(1946-),女,博士,教授,主要从事系统与复杂性及产业研究.

收稿日期: 2013-05-12

  修回日期: 2013-07-20

  网络出版日期: 2013-11-19

基金资助

国家自然科学基金资助项目(71273093)

Structural Heterogeneity of Open- Source Software Communities Based on Complex Networks

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  • 1.School of Business Administration,South China University of Technology,Guangzhou 510640,Guangdong,China;2.School of Environment and Energy,South China University of Technology,Guangzhou 510006,Guangdong,China
杨建梅(1946-),女,博士,教授,主要从事系统与复杂性及产业研究.

Received date: 2013-05-12

  Revised date: 2013-07-20

  Online published: 2013-11-19

Supported by

国家自然科学基金资助项目(71273093)

摘要

我们生活的世界,尤其是在互联网与大数据时代,不仅包含以同质性为特点的高斯世界,也包含以异质性为特点的帕累托世界.文中针对复杂网络学界对异质性测度的不同看法,首先探讨了异质性的含义、分类以及基本测量方法;然后将开源软件的大众生产社区看成一种新型的组织,以 Codeplex C#社区为例,用上述测量方法去揭示这种组织结构的异质性;最后归纳出用复杂网络模型分析开源社区结构异质性的具体步骤,并给出组织异质性的物理学背景与研究意义.

本文引用格式

杨建梅 曾进群 张建功 . 基于复杂网络的开源软件社区的结构异质性[J]. 华南理工大学学报(自然科学版), 2013 , 41(12) : 136 -144 . DOI: 10.3969/j.issn.1000-565X.2013.12.023

Abstract

People have gradually realized that the world we live in,especially in the current times of the Internetand big data,includes not only a homogeneous Gauss world but also a heterogeneous Pareto world.Aiming at thedebates about the measurement of heterogeneity in the complex network circle,this paper first deals with the mea-ning,classification and basic measurement method of heterogeneity,and then regards the peer production communityof open- source software in the Internet as a new- type organization and hence reveal the heterogeneity of its organiza-tion structure through the heterogeneity meaning and relevant parameters of complex network,with a Codeplex C#community being taken as the example.Finally,the practical steps for analyzing the structural heterogeneity viacomplex network models are summarized,and the physical background and research significance of structural hete-rogeneity of organization are discussed.

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