The inner dynamics of the multiple actors of the informations systems - i.e, T.V., newspapers, blogs, social network platforms, - play a fundamental role on the evolution of the public opinion. Coherently with the recent history of the information system (from few main stream media to the massive diffusion of socio-technical system), in this work we investigate how main stream media signed interaction might shape the opinion space. In particular we focus on how different size (in the number of media) and interaction patterns of the information system may affect collective debates and thus the opinions' distribution. We introduce a sophisticated computational model of opinion dynamics which accounts for the coexistence of media and gossip as separated mechanisms and for their feedback loops. The model accounts also for the effect of the media communication patterns by considering both the simple case where each medium mimics the behavior of the most successful one (to maximize the audience) and the case where there is polarization and thus competition among media memes. We show that plurality and competition within information sources lead to stable configurations where several and distant cultures coexist.

Opinion dynamics on interacting networks: Media competition and social influence

Guido Caldarelli;Antonio Scala
2014

Abstract

The inner dynamics of the multiple actors of the informations systems - i.e, T.V., newspapers, blogs, social network platforms, - play a fundamental role on the evolution of the public opinion. Coherently with the recent history of the information system (from few main stream media to the massive diffusion of socio-technical system), in this work we investigate how main stream media signed interaction might shape the opinion space. In particular we focus on how different size (in the number of media) and interaction patterns of the information system may affect collective debates and thus the opinions' distribution. We introduce a sophisticated computational model of opinion dynamics which accounts for the coexistence of media and gossip as separated mechanisms and for their feedback loops. The model accounts also for the effect of the media communication patterns by considering both the simple case where each medium mimics the behavior of the most successful one (to maximize the audience) and the case where there is polarization and thus competition among media memes. We show that plurality and competition within information sources lead to stable configurations where several and distant cultures coexist.
2014
Istituto dei Sistemi Complessi - ISC
Inglese
4
May
art_n_4938
7
http://www.nature.com/srep/2014/140527/srep04938/full/srep04938.html
Sì, ma tipo non specificato
Opinion dynamics
interacting networks
social influence
Published 27 May 2014. We thank US grant HDTRA1-11-1-0048, CNR-PNR National Project "Crisis-Lab" and EU FET project MULTIPLEX nr.317532.
3
info:eu-repo/semantics/article
262
Quattrociocchi, Walter; Caldarelli, Guido; Scala, Antonio
01 Contributo su Rivista::01.01 Articolo in rivista
open
   Foundational Research on MULTIlevel comPLEX networks and systems
   MULTIPLEX
   FP7
   317532
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/264651
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