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PageRank model of opinion formation on Ulam networks
Authors:L. Chakhmakhchyan  D. Shepelyansky
Affiliation:1. A.I. Alikhanyan National Science Laboratory, 0036 Yerevan, Armenia;2. Laboratoire Interdisciplinaire Carnot de Bourgogne, UMR CNRS 6303, Université de Bourgogne, 21078 Dijon Cedex, France;3. Institute for Physical Research, 0203 Ashtarak-2, Armenia;4. Laboratoire de Physique Théorique du CNRS, IRSAMC, Université de Toulouse, UPS, F-31062 Toulouse, France
Abstract:
We consider a PageRank model of opinion formation on Ulam networks, generated by the intermittency map and the typical Chirikov map. The Ulam networks generated by these maps have certain similarities with such scale-free networks as the World Wide Web (WWW), showing an algebraic decay of the PageRank probability. We find that the opinion formation process on Ulam networks has certain similarities but also distinct features comparing to the WWW. We attribute these distinctions to internal differences in network structure of the Ulam and WWW networks. We also analyze the process of opinion formation in the frame of generalized Sznajd model which protects opinion of small communities.
Keywords:PageRank   Ulam networks   Opinion formation
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