On ISRC Rumor Spreading Model for Scale-Free Networks with Self-Purification Mechanism

On ISRC Rumor Spreading Model for Scale-Free Networks with Self-Purification Mechanism

At present, the feasibility of using self-purification mechanism to inhibit rumor spreading has been confirmed by studies from different perspectives. This paper improves the classical rumor spreading models with self-purification mechanism, analyzes the correlation between spreading threshold in th...

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Main Authors: Zijun Wang, An Chen
Format: Article
Language:English
Published: Hindawi-Wiley 2021-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2021/6685306
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spelling doaj-e7b09f50771d477ba39483f4f19d512a2021-02-15T12:52:52ZengHindawi-WileyComplexity1076-27871099-05262021-01-01202110.1155/2021/66853066685306On ISRC Rumor Spreading Model for Scale-Free Networks with Self-Purification MechanismZijun Wang0An Chen1Institutes of Science and Development, Chinese Academy of Sciences, Beijing 100190, ChinaInstitutes of Science and Development, Chinese Academy of Sciences, Beijing 100190, ChinaAt present, the feasibility of using self-purification mechanism to inhibit rumor spreading has been confirmed by studies from different perspectives. This paper improves the classical rumor spreading models with self-purification mechanism, analyzes the correlation between spreading threshold in the model and its self-purification level theoretically, and conducts numerical simulations to study the impact of the changes of model parameters on key indicators in the process of rumor spreading. The simulation results show that changes of model parameters, including self-purification level and forgetting rate, exert significant influences on rumor spreading exactly.http://dx.doi.org/10.1155/2021/6685306
collection DOAJ
language English
format Article
sources DOAJ
author Zijun Wang
An Chen
spellingShingle Zijun Wang
An Chen
On ISRC Rumor Spreading Model for Scale-Free Networks with Self-Purification Mechanism
Complexity
author_facet Zijun Wang
An Chen
author_sort Zijun Wang
title On ISRC Rumor Spreading Model for Scale-Free Networks with Self-Purification Mechanism
title_short On ISRC Rumor Spreading Model for Scale-Free Networks with Self-Purification Mechanism
title_full On ISRC Rumor Spreading Model for Scale-Free Networks with Self-Purification Mechanism
title_fullStr On ISRC Rumor Spreading Model for Scale-Free Networks with Self-Purification Mechanism
title_full_unstemmed On ISRC Rumor Spreading Model for Scale-Free Networks with Self-Purification Mechanism
title_sort on isrc rumor spreading model for scale-free networks with self-purification mechanism
publisher Hindawi-Wiley
series Complexity
issn 1076-2787
1099-0526
publishDate 2021-01-01
description At present, the feasibility of using self-purification mechanism to inhibit rumor spreading has been confirmed by studies from different perspectives. This paper improves the classical rumor spreading models with self-purification mechanism, analyzes the correlation between spreading threshold in the model and its self-purification level theoretically, and conducts numerical simulations to study the impact of the changes of model parameters on key indicators in the process of rumor spreading. The simulation results show that changes of model parameters, including self-purification level and forgetting rate, exert significant influences on rumor spreading exactly.
url http://dx.doi.org/10.1155/2021/6685306
work_keys_str_mv AT zijunwang onisrcrumorspreadingmodelforscalefreenetworkswithselfpurificationmechanism
AT anchen onisrcrumorspreadingmodelforscalefreenetworkswithselfpurificationmechanism
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