Research on the rumor spreading model with noise inference in the homogeneous network
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@Article{JICS-13-033,
author = {HongxingYao, Lijuan Wang and Jingjing Yao},
title = {Research on the rumor spreading model with noise inference in the homogeneous network},
journal = {Journal of Information and Computing Science},
year = {2024},
volume = {13},
number = {1},
pages = {033--043},
abstract = {In this paper, a dynamic I2SR model based on rumor spreading with random noise interference is
proposed. Active state of the spreaders and the random noise interference in the homogeneous network can be
considered. This paper divided spreaders into high probability spreaders and low probability spreaders that can
be transformed. The existence and uniqueness of global positive solutions, extinction , and the spreading range
of rumors be proved. Through numerical simulation, we have three conclusions as follows: (1)The spreaders
can quickly reach to the peak in the shorter time with the bigger of the transmissions rate;(2)The high
probability spreaders not only pay more attention to rumors but also more likely to spread;(3)There have a
negative correlation between the spreading range of rumors and noise intensity.
},
issn = {1746-7659},
doi = {https://doi.org/},
url = {http://global-sci.org/intro/article_detail/jics/22461.html}
}
TY - JOUR
T1 - Research on the rumor spreading model with noise inference in the homogeneous network
AU - HongxingYao, Lijuan Wang and Jingjing Yao
JO - Journal of Information and Computing Science
VL - 1
SP - 033
EP - 043
PY - 2024
DA - 2024/01
SN - 13
DO - http://doi.org/
UR - https://global-sci.org/intro/article_detail/jics/22461.html
KW - rumor spreading,active state,noise interference,complex network
AB - In this paper, a dynamic I2SR model based on rumor spreading with random noise interference is
proposed. Active state of the spreaders and the random noise interference in the homogeneous network can be
considered. This paper divided spreaders into high probability spreaders and low probability spreaders that can
be transformed. The existence and uniqueness of global positive solutions, extinction , and the spreading range
of rumors be proved. Through numerical simulation, we have three conclusions as follows: (1)The spreaders
can quickly reach to the peak in the shorter time with the bigger of the transmissions rate;(2)The high
probability spreaders not only pay more attention to rumors but also more likely to spread;(3)There have a
negative correlation between the spreading range of rumors and noise intensity.
HongxingYao, Lijuan Wang and Jingjing Yao. (2024). Research on the rumor spreading model with noise inference in the homogeneous network.
Journal of Information and Computing Science. 13 (1).
033-043.
doi:
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