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Content Provider | IEEE Xplore Digital Library |
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Author | Acemoglu, D. Como, G. Fagnani, F. Ozdaglar, A. |
Copyright Year | 2011 |
Description | Author affiliation: Department of Economics at the Massachusetts Institute of Technology, USA (Acemoglu, D.) || Department of Mathematics at the Politecnico di Torino, Italy (Fagnani, F.) || Department of Automatic Control, Lund University, Sweden (Como, G.) || Laboratory for Information and Decision Systems at the Massachusetts Institute of Technology, USA (Ozdaglar, A.) |
Abstract | We study a tractable opinion dynamics model that generates long-run disagreements and persistent opinion fluctuations. Our model involves an inhomogeneous stochastic gossip process of continuous opinion dynamics in a society consisting of two types of agents: regular agents, who update their beliefs according to information that they receive from their social neighbors; and stubborn agents, who never update their opinions and might represent leaders, political parties or media sources attempting to influence the beliefs in the rest of the society. When the society contains stubborn agents with different opinions, the belief dynamics never lead to a consensus (among the regular agents). Instead, beliefs in the society almost surely fail to converge, the belief profile keeps on oscillating in an ergodic fashion, and it converges in law to a non-degenerate random vector. |
Starting Page | 2347 |
Ending Page | 2352 |
File Size | 206999 |
Page Count | 6 |
File Format | |
ISBN | 9781612848006 |
ISSN | 07431546 |
e-ISBN | 9781612848013 |
e-ISBN | 9781612847993 |
DOI | 10.1109/CDC.2011.6161319 |
Language | English |
Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Publisher Date | 2011-12-12 |
Publisher Place | USA |
Access Restriction | Subscribed |
Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subject Keyword | Social network services Vectors Stochastic processes Convergence Nonhomogeneous media Harmonic analysis Random variables |
Content Type | Text |
Resource Type | Article |
Subject | Control and Optimization Control and Systems Engineering Modeling and Simulation |
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