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Modeling and simulation of information dissemination model considering user’s awareness behavior in mobile social networks
- Source :
- Physica A: Statistical Mechanics and its Applications. 537:122639
- Publication Year :
- 2020
- Publisher :
- Elsevier BV, 2020.
-
Abstract
- With the rapid development of mobile sensing devices and Internet technology, any user can publish, comment, or forward information through social platforms. Meanwhile, while speeding up the speed and scope of information dissemination, it is difficult to distinguish the authenticity and reliability of the information. Users’ ability to discriminate information depends on their conscious behavior and knowledge level. According to the level of user awareness, the population can be split into five different states when information is generated. In order to know the evolution trend of information over time, a novel information dissemination model in mobile social networks based on the traditional SIR model is proposed in this work, which can be called SEIRD. From the theoretical point of view, the basic reproduction number R 0 and equilibrium of the proposed model are given. We also analyze the local and global stability of the rumor-free equilibrium. Furthermore, to verify the effectiveness of the proposed model, a series of numerical simulations experiments and results analysis are given. Moreover, the impacts of different parameters of the proposed model are carried out.
- Subjects :
- Statistics and Probability
education.field_of_study
Social network
Point (typography)
business.industry
Computer science
Reliability (computer networking)
Population
Stability (learning theory)
Information Dissemination
Condensed Matter Physics
01 natural sciences
010305 fluids & plasmas
Modeling and simulation
Human–computer interaction
0103 physical sciences
The Internet
010306 general physics
business
education
Publication
Subjects
Details
- ISSN :
- 03784371
- Volume :
- 537
- Database :
- OpenAIRE
- Journal :
- Physica A: Statistical Mechanics and its Applications
- Accession number :
- edsair.doi...........6559f020927ebc3da80050d1c9bdb6bc