English

Non-conservative kinetic exchange model of opinion dynamics with randomness and bounded confidence

Physics and Society 2013-05-30 v2 Statistical Mechanics Social and Information Networks

Abstract

The concept of a bounded confidence level is incorporated in a nonconservative kinetic exchange model of opinion dynamics model where opinions have continuous values [1,1]\in [-1,1]. The characteristics of the unrestricted model, which has one parameter λ\lambda representing conviction, undergo drastic changes with the introduction of bounded confidence parametrised by δ\delta. Three distinct regions are identified in the phase diagram in the δλ\delta-\lambda plane and the evidences of a first order phase transition for δ0.3\delta \geq 0.3 are presented. A neutral state with all opinions equal to zero occurs for λλc12/3\lambda \leq \lambda_{c_1} \simeq 2/3, independent of δ\delta, while for λc1λλc2(δ)\lambda_{c_1} \leq \lambda \leq \lambda_{c_2}(\delta), an ordered region is seen to exist where opinions of only one sign prevail. At λc2(δ)\lambda_{c_2}(\delta), a transition to a disordered state is observed, where individual opinions of both signs coexist and move closer to the extreme values (±1\pm 1) as λ\lambda is increased. For confidence level δ<0.3\delta < 0.3, the ordered phase exists for a narrow range of λ\lambda only. The line δ=0\delta = 0 is apparently a line of discontinuity and this limit is discussed in some detail.

Keywords

Cite

@article{arxiv.1205.0211,
  title  = {Non-conservative kinetic exchange model of opinion dynamics with randomness and bounded confidence},
  author = {Parongama Sen},
  journal= {arXiv preprint arXiv:1205.0211},
  year   = {2013}
}

Comments

Figure and new text material added; paper restructured; version accepted in PRE