Title :
A general framework for distributed vote aggregation
Author :
Touri, Behrouz ; Fardnoud, Farzad ; Nedic, Angelia ; Milenkovic, Olgica
Author_Institution :
Coordinated Sci. Lab., Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA
Abstract :
We present a general model for opinion dynamics in a social network together with several possibilities for object selections at times when the agents are communicating. We study the limiting behavior of such a dynamics and show that this dynamics almost surely converges. We consider some special implications of the convergence result for gossip and top-k selective gossip models. In particular, holds in a general setting. Moreover, we propose an extension of the gossip and top-k selective gossip models, and provide some results for their limiting behavior.
Keywords :
social sciences; distributed vote aggregation framework; gossip model; object selection; opinion dynamics model; social network; top-k selective gossip model; Adaptation models; Aggregates; Analytical models; Limiting; Motion pictures; Stochastic processes; Vectors; Opinion dynamics; gossip model; top-k selective gossip;
Conference_Titel :
American Control Conference (ACC), 2013
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4799-0177-7
DOI :
10.1109/ACC.2013.6580423