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加权网络上的多信息传播研究

陈德霞 邹艳丽 王意 李可 黄李

广西师范大学学报(自然科学版)2016,Vol.34Issue(3):14-24,11.
广西师范大学学报(自然科学版)2016,Vol.34Issue(3):14-24,11.DOI:10.16088/j.issn.1001-6600.2016.03.003

加权网络上的多信息传播研究

Multi-information Dissemination on Weighted Network

陈德霞 1邹艳丽 1王意 1李可 1黄李1

作者信息

  • 1. 广西师范大学 电子工程学院,广西多源信息挖掘与安全重点实验室,广西 桂林 541004
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摘要

Abstract

The propagation characteristics of the two pieces of information are studied respectively on the GBBV weighted network and a real data set.Assuming that the spread rates of the two pieces of information are the same,the attractiveness of the information itself is different from each other,in which the attractiveness of information 1 is relative high,and the attractiveness of information 2 is relative low,study shows that when the average degree of a network is 6 to 8,the spread range of the low attractiveness information 2 is relative small.When the average degree of the network is less than 8,the spread range of the information 2 increases with the increase of the average weight of the network.This paper puts forward several methods to improve the propagation range of information 2 by increasing the number of its initial propagation source,and then compares the results of these methods.It is found that the effect of increasing the initial propagation nodes by descending degree is notable in sparse networks, and the propagation range of information 2 will exceed information 1 by only adding a small amount of initial propagation nodes.

关键词

加权网络/信息传播/网络平均度

Key words

weighted networks/information dissemination/average degree

分类

信息技术与安全科学

引用本文复制引用

陈德霞,邹艳丽,王意,李可,黄李..加权网络上的多信息传播研究[J].广西师范大学学报(自然科学版),2016,34(3):14-24,11.

基金项目

国家自然科学基金资助项目(11562003) (11562003)

广西多源信息挖掘与安全重点实验室系统性研究课题基金(13-A-02-03) (13-A-02-03)

广西研究生教育创新计划项目资助课题(YCSZ2014098) (YCSZ2014098)

广西师范大学学报(自然科学版)

OA北大核心CSTPCD

1001-6600

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