1. Identity statement | |
Reference Type | Journal Article |
Site | mtc-m21d.sid.inpe.br |
Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
Identifier | 8JMKD3MGP3W34T/45STLAS |
Repository | sid.inpe.br/mtc-m21d/2021/12.01.18.22 (restricted access) |
Last Update | 2021:12.01.18.22.20 (UTC) simone |
Metadata Repository | sid.inpe.br/mtc-m21d/2021/12.01.18.22.20 |
Metadata Last Update | 2022:04.03.23.14.06 (UTC) administrator |
DOI | 10.1140/epjs/s11734-021-00151-8 |
ISSN | 1951-6355 1951-6401 |
Citation Key | Vega-OliverosCasaIannVazq:2021:MoInTo |
Title | Bi-layer voter model: modeling intolerant tolerant positions and bots in opinion dynamics |
Year | 2021 |
Month | Oct. |
Access Date | 2024, May 09 |
Type of Work | journal article |
Secondary Type | PRE PI |
Number of Files | 1 |
Size | 887 KiB |
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2. Context | |
Author | 1 Vega-Oliveros, Didier A. 2 Casa Grande, Helder Luciani 3 Iannelli, Flávio 4 Vazquez, Federico |
ORCID | 1 0000-0001-9569-3775 2 0000-0002-7129-5067 3 0000-0002-2436-3936 |
Group | 1 2 COPDT-CGIP-INPE-MCTI-GOV-BR |
Affiliation | 1 Universidade Estadual de Campinas (UNICAMP) 2 Instituto Nacional de Pesquisas Espaciais (INPE) 3 Universität Zürich, Andreasstrasse 4 Universidad de Buenos Aires |
Author e-Mail Address | 1 davo@unicamp.br 2 heldercgrande@gmail.com 3 flavio.iannelli@business.uzh.ch 4 fede.vazmin@gmail.com |
Journal | European Physical Journal: Special Topics |
Volume | 230 |
Number | 14/15 |
Pages | 2875-2886 |
Secondary Mark | A2_ENGENHARIAS_III A2_CIÊNCIAS_AGRÁRIAS_I B1_MEDICINA_I B1_INTERDISCIPLINAR B1_ENGENHARIAS_IV B1_ENGENHARIAS_I B2_QUÍMICA B2_ENGENHARIAS_II B5_MATEMÁTICA_/_PROBABILIDADE_E_ESTATÍSTICA B5_ASTRONOMIA_/_FÍSICA C_CIÊNCIAS_BIOLÓGICAS_I C_CIÊNCIA_DE_ALIMENTOS C_BIODIVERSIDADE |
History (UTC) | 2021-12-01 18:22:20 :: simone -> administrator :: 2021-12-01 18:22:22 :: administrator -> simone :: 2021 2021-12-01 18:23:11 :: simone -> administrator :: 2021 2022-04-03 23:14:06 :: administrator -> simone :: 2021 |
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3. Content and structure | |
Is the master or a copy? | is the master |
Content Stage | completed |
Transferable | 1 |
Content Type | External Contribution |
Version Type | publisher |
Keywords | The diffusion of opinions in social networks is a relevant process for adopting positions and attracting potential voters in political campaigns. Opinion polarization bias targeted diffusion and the radicalization of postures are key elements for understanding the voting dynamics' challenges. In particular social bots are currently a new element that can have a pronounced effect on the formation of opinions during electoral processes by for instance creating fake accounts in social networks to manipulate elections. Here we propose a voter model incorporating bots and radical or intolerant individuals in the decision-making process. The dynamics of the system occur in a multiplex network of interacting agents composed of two layers one for the dynamics of opinions where agents choose between two possible alternatives and the other for the tolerance dynamics in which agents adopt one of the two tolerance levels. The tolerance accounts for the likelihood to change opinion in an interaction with tolerant (intolerant) agents switching opinion with probability 1.0 (gamma <= 1). We find that intolerance leads to a consensus of tolerant agents during an initial stage that scales as tau(+)similar to gamma(-1) In N who then reach an opinion consensus during the second stage in a time that scales as tau similar to N where N is the number of agents. Therefore very intolerant agents (gamma << 1) could considerably slow down dynamics towards the final consensus state. We also find that the inclusion of a fraction sigma(-)(B) of bots breaks the symmetry between both opinions driving the system to a consensus of intolerant agents with the bots' opinion. Thus bots eventually impose their opinion to the entire population in a time that scales as tau(-)(B) similar to gamma(-1) for gamma << sigma(-)(B) and tau(-)(B) similar to 1/sigma(-)(B) ( )for sigma(-)(B) << gamma |
Area | COMP |
Arrangement | urlib.net > CGIP > Bi-layer voter model:... |
doc Directory Content | access |
source Directory Content | there are no files |
agreement Directory Content | |
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4. Conditions of access and use | |
Language | en |
Target File | Vega-Oliveros2021_Article_Bi-layerVoterModelModelingInto.pdf |
User Group | simone |
Reader Group | administrator simone |
Visibility | shown |
Archiving Policy | denypublisher denyfinaldraft12 |
Read Permission | deny from all and allow from 150.163 |
Update Permission | not transferred |
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5. Allied materials | |
Next Higher Units | 8JMKD3MGPCW/46KUES5 |
Citing Item List | sid.inpe.br/bibdigital/2022/04.03.23.11 1 |
Dissemination | WEBSCI; PORTALCAPES. |
Host Collection | urlib.net/www/2021/06.04.03.40 |
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6. Notes | |
Empty Fields | abstract alternatejournal archivist callnumber copyholder copyright creatorhistory descriptionlevel e-mailaddress format isbn label lineage mark mirrorrepository nextedition notes parameterlist parentrepositories previousedition previouslowerunit progress project resumeid rightsholder schedulinginformation secondarydate secondarykey session shorttitle sponsor subject tertiarymark tertiarytype url |
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7. Description control | |
e-Mail (login) | simone |
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