Model Study of Information Dissemination in Microblog Community Networks

被引：8

作者：

Wang, Bo ^{[1
]}

Zhang, Jianhua ^{[2
]}

Guo, Haifeng ^{[3
]}

Zhang, Yuwang ^{[1
]}

Qiao, Xiaotuo ^{[3
]}

机构：

[1] Harbin Inst Technol, Sch Humanities & Social Sci, Harbin 150001, Peoples R China

[2] Northeast Petr Univ, Daqing 163318, Peoples R China

[3] Harbin Inst Technol, Sch Management, Harbin 150001, Peoples R China

来源：

DISCRETE DYNAMICS IN NATURE AND SOCIETY | 2016年 / 2016卷

基金：

中国国家自然科学基金;

关键词：

SCALE-FREE NETWORKS; TWITTER; MECHANISM;

D O I：

10.1155/2016/8393016

中图分类号：

O1 [数学];

学科分类号：

0701 ; 070101 ;

摘要：

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.

引用

页数：11

共 50 条

[21] An information dissemination model based on positive and negative interference in social networks
Ran, Maojie
Chen, Jiancu
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2021, 572
[22] Modeling information diffusion on microblog networks based on users' behaviors
Liu Hong-Li
Huang Ya-Li
Luo Chun-Hai
Hu Hai-Bo
ACTA PHYSICA SINICA, 2016, 65 (15)
[23] Revealing the efficiency of information diffusion in online social networks of microblog
Li, Yong
Qian, Mengjiong
Jin, Depeng
Hui, Pan
Vasilakos, Athanasios V.
INFORMATION SCIENCES, 2015, 293 : 383 - 389
[24] STRATEGIC INFORMATION DISSEMINATION IN ENDOGENOUS NETWORKS
Zhang, Yu
van der Schaar, Mihaela
2013 51ST ANNUAL ALLERTON CONFERENCE ON COMMUNICATION, CONTROL, AND COMPUTING (ALLERTON), 2013, : 389 - 396
[25] On the Optimal Dissemination of Information in Social Networks
Fardad, Makan
Zhang, Xi
Lin, Fu
Jovanovic, Mihailo R.
2012 IEEE 51ST ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), 2012, : 2539 - 2544
[26] Efficient Information Dissemination in Dynamic Networks
Yang, Zhiwei
Wu, Weigang
Chen, Yishun
Zhang, Jun
2013 42ND ANNUAL INTERNATIONAL CONFERENCE ON PARALLEL PROCESSING (ICPP), 2013, : 603 - 610
[27] Optimal information dissemination in epidemic networks
Department of Electrical and Computer Engineering, Kansas State University, Manhattan, KS 66506, United States
Proc IEEE Conf Decis Control, (1657-1662):
[28] Optimal Information Dissemination in Epidemic Networks
Sahneh, Faryad Darabi
Scoglio, Caterina M.
2012 IEEE 51ST ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), 2012, : 1657 - 1662
[29] Critical Paths of Information Dissemination in Networks
Ulizko M.S.
Artamonov A.A.
Tukumbetova R.R.
Antonov E.V.
Vasilev M.I.
Scientific Visualization, 2022, 14 (02): : 98 - 107
[30] Dissemination of information in complex networks with congestion
Cholvi, Vicent
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2006, 366 (01) : 571 - 577

← 1 2 3 4 5 →