| 基于邮件挖掘社会网络核心层的新方法 |
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| 引用本文： | 田宏,马朝阳.基于邮件挖掘社会网络核心层的新方法[J].大连铁道学院学报,2010(3):92-96. |
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| 作者姓名： | 田宏 马朝阳 |
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| 作者单位： | 大连交通大学软件学院; |
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| 基金项目： | 辽宁省教育厅高等学校科学研究计划资助项目(2008093) |
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| 摘 要： | 社会网络分析应用于挖掘各组织及组织内部成员之间通信行为,是一种新的研究方法,在分析基于邮件构成的网络基础上,提出一种挖掘社会网络核心层的新方法MCCY.该方法首先删除结点度小于一定阈值的结点,再运用社团结构及中心度分析找出部分网络核心成员,最后结合已删除的结点得出完整的网络核心层.实验结果显示,该方法可以找出全部的网络核心成员,且在一定程度上解决了大型网络不容易计算的问题.
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| 关 键 词： | 社会网络 社团结构 结点度 核心成员 核心层 |
A New Approach to Mining Core Layer of Social Networks Based on E-Mail |
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| TIAN Hong,MA Chao-yang.A New Approach to Mining Core Layer of Social Networks Based on E-Mail[J].Journal of Dalian Railway Institute,2010(3):92-96. |
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| Authors: | TIAN Hong MA Chao-yang |
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| Institution: | TIAN Hong,MA Chao-yang(Software Institute,Dalian Jiaotong University,Dalian 116028,China) |
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| Abstract: | A new method to mining communication in each organization or numbers of the organization is proposed by applying social network analysis,and the new approach of MCCY method is to mine the core layer of social network based on e-mail.Firstly,some nodes that less than a certain threshold is deleted.Secondly,the core partial members are found by using the technology of community structure and centrality.Finally,the core layer is totally discovered by linking the deleted nodes.Experiment results show that the c... |
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| Keywords: | social network community structure point centrality core members core layers |
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