Model Study of Information Dissemination in Microblog Community Networks

Model Study of Information Dissemination in Microblog Community Networks

We build an information dissemination model based on SIR model to study information dissemination in microblog networks. We consider different influence factors of information dissemination such as activity, credibility, and weight of network and construct calculation methods of various parameters,...

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Main Authors: Bo Wang, Jianhua Zhang, Haifeng Guo, Yuwang Zhang, Xiaotuo Qiao
Format: Article
Language:English
Published: Hindawi Limited 2016-01-01
Series:Discrete Dynamics in Nature and Society
Online Access:http://dx.doi.org/10.1155/2016/8393016
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spelling doaj-f292b16b6d534d3fa385ba989aa9900e2020-11-24T21:46:01ZengHindawi LimitedDiscrete Dynamics in Nature and Society1026-02261607-887X2016-01-01201610.1155/2016/83930168393016Model Study of Information Dissemination in Microblog Community NetworksBo Wang0Jianhua Zhang1Haifeng Guo2Yuwang Zhang3Xiaotuo Qiao4School of Humanities and Social Sciences, Harbin Institute of Technology, Harbin 150001, ChinaNortheast Petroleum University, Daqing 163318, ChinaSchool of Management, Harbin Institute of Technology, Harbin 150001, ChinaSchool of Humanities and Social Sciences, Harbin Institute of Technology, Harbin 150001, ChinaSchool of Management, Harbin Institute of Technology, Harbin 150001, ChinaWe build an information dissemination model based on SIR model to study information dissemination in microblog networks. We consider different influence factors of information dissemination such as activity, credibility, and weight of network and construct calculation methods of various parameters, for instance, direct immune rate, indirect immune rate, and information dissemination rate. Meanwhile, by collecting data from API in Weibo and using the result of microblog information dissemination life cycle analysis, we utilize the model to conduct simulation and get the change trend of proportion in Stages S, I, and R. After comparing with the actual situation, this model is proved to be effective in predicting the trend of information dissemination.http://dx.doi.org/10.1155/2016/8393016
collection DOAJ
language English
format Article
sources DOAJ
author Bo Wang
Jianhua Zhang
Haifeng Guo
Yuwang Zhang
Xiaotuo Qiao
spellingShingle Bo Wang
Jianhua Zhang
Haifeng Guo
Yuwang Zhang
Xiaotuo Qiao
Model Study of Information Dissemination in Microblog Community Networks
Discrete Dynamics in Nature and Society
author_facet Bo Wang
Jianhua Zhang
Haifeng Guo
Yuwang Zhang
Xiaotuo Qiao
author_sort Bo Wang
title Model Study of Information Dissemination in Microblog Community Networks
title_short Model Study of Information Dissemination in Microblog Community Networks
title_full Model Study of Information Dissemination in Microblog Community Networks
title_fullStr Model Study of Information Dissemination in Microblog Community Networks
title_full_unstemmed Model Study of Information Dissemination in Microblog Community Networks
title_sort model study of information dissemination in microblog community networks
publisher Hindawi Limited
series Discrete Dynamics in Nature and Society
issn 1026-0226
1607-887X
publishDate 2016-01-01
description We build an information dissemination model based on SIR model to study information dissemination in microblog networks. We consider different influence factors of information dissemination such as activity, credibility, and weight of network and construct calculation methods of various parameters, for instance, direct immune rate, indirect immune rate, and information dissemination rate. Meanwhile, by collecting data from API in Weibo and using the result of microblog information dissemination life cycle analysis, we utilize the model to conduct simulation and get the change trend of proportion in Stages S, I, and R. After comparing with the actual situation, this model is proved to be effective in predicting the trend of information dissemination.
url http://dx.doi.org/10.1155/2016/8393016
work_keys_str_mv AT bowang modelstudyofinformationdisseminationinmicroblogcommunitynetworks
AT jianhuazhang modelstudyofinformationdisseminationinmicroblogcommunitynetworks
AT haifengguo modelstudyofinformationdisseminationinmicroblogcommunitynetworks
AT yuwangzhang modelstudyofinformationdisseminationinmicroblogcommunitynetworks
AT xiaotuoqiao modelstudyofinformationdisseminationinmicroblogcommunitynetworks
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