Community detection in dynamic networks via adaptive label propagation

首页 > 成果 > 详情

认领

导出

Link by DOI

反馈

作者信息关键词期刊信息基础信息归属信息摘要

成果类型：

期刊论文

作者：

Han, Jihui*;Li, Wei*;Zhao, Longfeng;Su, Zhu;Zou, Yijiang;...

通讯作者：

Han, Jihui;Li, Wei;Deng, Weibing

作者机构：

[Zou, Yijiang; Zhao, Longfeng; Deng, Weibing; Li, Wei; Su, Zhu; Han, Jihui; Han, JH; Li, W] Cent China Normal Univ, Complex Sci Ctr, Wuhan, Hubei, Peoples R China.

[Zou, Yijiang; Zhao, Longfeng; Deng, Weibing; Li, Wei; Su, Zhu; Han, Jihui; Han, JH; Li, W] Cent China Normal Univ, Inst Particle Phys, Wuhan, Hubei, Peoples R China.

[Han, Jihui] Zhengzhou Univ Light Ind, Sch Comp & Commun Engn, Zhengzhou, Henan, Peoples R China.

通讯机构：

[Han, JH; Li, W; Deng, WB] C

[Han, Jihui] Z

Cent China Normal Univ, Complex Sci Ctr, Wuhan, Hubei, Peoples R China.

Cent China Normal Univ, Inst Particle Phys, Wuhan, Hubei, Peoples R China.

Zhengzhou Univ Light Ind, Sch Comp & Commun Engn, Zhengzhou, Henan, Peoples R China.

语种：

英文

关键词：

Community structure;Network analysis;Algorithms;Internet;Color codes;Food web structure;Neural networks;Metabolic networks

期刊：

PLOS ONE

ISSN：

1932-6203

年：

2017

卷：

期：

页码：

e0188655

DOI：

10.1371/journal.pone.0188655

基金类别：

National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [11505071]; Program of Introducing Talents of Discipline [B08033]

机构署名：

本校为第一且通讯机构

院系归属：

物理科学与技术学院

心理学院

摘要：

An adaptive label propagation algorithm (ALPA) is proposed to detect and monitor communities in dynamic networks. Unlike the traditional methods by re-computing the whole community decomposition after each modification of the network, ALPA takes into account the information of historical communities and updates its solution according to the network modifications via a local label propagation process, which generally affects only a small portion of the network. This makes it respond to network changes at low computational cost. The effectiveness of ALPA has been tested on both synthetic and rea...

反馈

产权有误：本人成果被他人认领

数据有误：数据基本信息有误

归属有误：成果的院系归属、机构署名归属有误

其他原因：

验证码：

看不清楚，换一个

确定

取消

成果认领

标题：

用户	作者	通讯作者	--
	请选择	请选择	--

确定

取消

Community detection in dynamic networks via adaptive label propagation

反馈

成果认领

提示

该栏目需要登录且有访问权限才可以访问