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Towards control of opinion diversity by introducing zealots into a polarised social group

Authors :
Antoine Vendeville
Benjamin Guedj
Shi Zhou
Computer science department [University College London] (UCL-CS)
University College of London [London] (UCL)
The Inria London Programme (Inria-London)
University College of London [London] (UCL)-University College of London [London] (UCL)-Institut National de Recherche en Informatique et en Automatique (Inria)
Inria-CWI (Inria-CWI)
Centrum Wiskunde & Informatica (CWI)-Institut National de Recherche en Informatique et en Automatique (Inria)
MOdel for Data Analysis and Learning (MODAL)
Inria Lille - Nord Europe
Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-Laboratoire Paul Painlevé - UMR 8524 (LPP)
Centre National de la Recherche Scientifique (CNRS)-Université de Lille-Centre National de la Recherche Scientifique (CNRS)-Université de Lille-Evaluation des technologies de santé et des pratiques médicales - ULR 2694 (METRICS)
Université de Lille-Centre Hospitalier Régional Universitaire [Lille] (CHRU Lille)-Université de Lille-Centre Hospitalier Régional Universitaire [Lille] (CHRU Lille)-École polytechnique universitaire de Lille (Polytech Lille)-Université de Lille, Sciences et Technologies
Department of Computer science [University College of London] (UCL-CS)
Laboratoire Paul Painlevé (LPP)
Université de Lille-Centre National de la Recherche Scientifique (CNRS)-Université de Lille-Centre National de la Recherche Scientifique (CNRS)-Université de Lille, Sciences et Technologies-Inria Lille - Nord Europe
Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-Evaluation des technologies de santé et des pratiques médicales - ULR 2694 (METRICS)
Université de Lille-Centre Hospitalier Régional Universitaire [Lille] (CHRU Lille)-Université de Lille-Centre Hospitalier Régional Universitaire [Lille] (CHRU Lille)-École polytechnique universitaire de Lille (Polytech Lille)
Laboratoire Paul Painlevé - UMR 8524 (LPP)
Centre National de la Recherche Scientifique (CNRS)-Université de Lille-Centre National de la Recherche Scientifique (CNRS)-Université de Lille-Université de Lille, Sciences et Technologies-Inria Lille - Nord Europe
Source :
Complex Networks 2021, Complex Networks 2021, Nov 2021, Madrid, Spain, Complex Networks and Their Applications X, Complex Networks and Their Applications X, Nov 2021, Madrid, Spain. ⟨10.1007/978-3-030-93413-2_29⟩, Complex Networks & Their Applications X ISBN: 9783030934125
Publication Year :
2021
Publisher :
HAL CCSD, 2021.

Abstract

We explore a method to influence or even control the diversity of opinions within a polarised social group. We leverage the voter model in which users hold binary opinions and repeatedly update their beliefs based on others they connect with. Stubborn agents who never change their minds ("zealots") are also disseminated through the network, which is modelled by a connected graph. Building on earlier results, we provide a closed-form expression for the average opinion of the group at equilibrium. This leads us to a strategy to inject zealots into a polarised network in order to shift the average opinion towards any target value. We account for the possible presence of a backfire effect, which may lead the group to react negatively and reinforce its level of polarisation in response. Our results are supported by numerical experiments on synthetic data.<br />14 pages, 4 figures

Details

Language :
English
ISBN :
978-3-030-93412-5
ISBNs :
9783030934125
Database :
OpenAIRE
Journal :
Complex Networks 2021, Complex Networks 2021, Nov 2021, Madrid, Spain, Complex Networks and Their Applications X, Complex Networks and Their Applications X, Nov 2021, Madrid, Spain. ⟨10.1007/978-3-030-93413-2_29⟩, Complex Networks & Their Applications X ISBN: 9783030934125
Accession number :
edsair.doi.dedup.....5ea08471de0d22cabf494f672e1ba095