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The voter model is a simple agent-based model to mimic opinion dynamics in social networks: a randomly chosen agent adopts the opinion of a randomly chosen neighbour. This process is repeated until a consensus emerges. Although the basic…

统计力学 · 物理学 2018-06-06 Michael T. Gastner , Beáta Oborny , Máté Gulyás

Models of the convergence of opinion in social systems have been the subject of a considerable amount of recent attention in the physics literature. These models divide into two classes, those in which individuals form their beliefs based…

物理与社会 · 物理学 2007-05-23 Petter Holme , M. E. J. Newman

We define an opinion formation model of agents in a 1d ring, where the opinion of an agent evolves due to its interactions with close neighbors and due to its either positive or negative attitude toward the overall mood of all the other…

物理与社会 · 物理学 2012-05-22 Gerardo Iñiguez , János Kertész , Kimmo K. Kaski , R. A. Barrio

Many empirical networks are intrinsically pluralistic, with interactions occurring within groups of arbitrary agents. Then the agent in the network can be influenced by types of neighbors, common examples include similarity, opposition, and…

物理与社会 · 物理学 2020-05-12 Shuo Liu , Xiwang Guan , Shuangling Luo , Haoxiang Xia

A new agent-based, bounded-confidence model for discrete one-dimensional opinion dynamics is presented. The agents interact if their opinions do not differ more than a tolerance parameter. In pairwise interactions, one of the pair, randomly…

适应与自组织系统 · 物理学 2013-02-19 M. Kaan Öztürk

We study a variant of the voter model with multiple opinions; individuals can imitate each other and also change their opinion randomly in mutation events. We focus on the case of a population with all-to-all interaction. A noise-driven…

物理与社会 · 物理学 2019-08-14 Francisco Herrerías-Azcué , Tobias Galla

The stochastic dynamics of the multi-state voter model is investigated on a class of complex networks made of non-overlapping cliques, each hosting a political candidate and interacting with the others via Erd\H{o}s-R\'enyi links. Numerical…

物理与社会 · 物理学 2014-06-10 Filippo Palombi , Simona Toti

We discuss voting scenarios in which the set of voters (agents) and the set of alternatives are the same; that is, voters select a single representative from among themselves. Such a scenario happens, for instance, when a committee selects…

计算机科学与博弈论 · 计算机科学 2019-07-23 Yakov Babichenko , Oren Dean , Moshe Tennenholtz

We study multidimensional opinion dynamics under confirmation bias in social networks. Each agent holds a vector of correlated opinions across multiple topic layers. Peer interaction is modeled through a static, informationally symmetric…

系统与控制 · 电气工程与系统科学 2026-03-24 M. Hossein Abedinzadeh , Emrah Akyol

In the standard $q$-voter model, a given agent can change its opinion only if there is a full consensus of the opposite opinion within a group of influence of size $q$. A more realistic extension is the threshold $q$-voter, where a minimal…

物理与社会 · 物理学 2020-05-28 A. R. Vieira , Antonio F. Peralta , Raul Toral , Maxi San Miguel , C. Anteneodo

Multi-agent models often describe populations segregated either in the physical space, i.e. subdivided in metapopulations, or in the ecology of opinions, i.e. partitioned in echo chambers. Here we show how the interplay between homophily…

物理与社会 · 物理学 2017-02-23 Michele Starnini , Mattia Frasca , Andrea Baronchelli

In traditional models of opinion dynamics, each agent in a network has an opinion and changes in opinions arise from pairwise (i.e., dyadic) interactions between agents. However, in many situations, groups of individuals possess a…

物理与社会 · 物理学 2025-04-15 Corbit R. Sampson , Juan G. Restrepo , Mason A. Porter

Independent voters play an increasingly decisive role in contemporary elections, yet their collective behavior remains poorly understood. This paper investigates how a minority of voters with greater flexibility in their political…

物理与社会 · 物理学 2025-12-22 Ernő Buzás , Attila Szilva

We propose an agent-based opinion formation model characterised by a two-fold novelty. First, we realistically assume that each agent cannot measure the opinion of its neighbours with infinite resolution and accuracy, and hence it can only…

社会与信息网络 · 计算机科学 2026-01-08 Carlos Andres Devia , Giulia Giordano

In recent years, numerous mathematical models of opinion formation have been developed, incorporating diverse interaction mechanisms such as imitation and majority rule. However, limited attention has been given to models grounded in…

物理与社会 · 物理学 2024-12-24 Lucía Pedraza , Nicolas Saintier , Juan Pablo Pinasco , Pablo Balenzuela , Celia Anteneodo

This paper introduces a model for opinion dynamics, where at each time step, randomly selected agents see their opinions - modeled as scalars in [0,1] - evolve depending on a local interaction function. In the classical Bounded Confidence…

多智能体系统 · 计算机科学 2020-06-11 Elisabetta Cornacchia , Neta Singer , Emmanuel Abbe

We study the behavior of a generalized consensus dynamics on a temporal network of interactions, the activity driven network with attractiveness. In this temporal network model, agents are endowed with an intrinsic activity $a$, ruling the…

物理与社会 · 物理学 2018-08-15 Antoine Moinet , Alain Barrat , Romualdo Pastor Satorras

We introduce and study a nonlinear discrete dynamical system describing the evolution of a resource distribution among interacting agents. The model generalizes several classical mean-field and opinion-dynamics frameworks and is defined on…

动力系统 · 数学 2026-04-28 Oksana Satur

In the coevolving voter model, each voter has one of two diametrically opposite opinions, and a voter encountering a neighbor with the opposite opinion may either adopt it or rewire the connection to another randomly chosen voter sharing…

物理与社会 · 物理学 2013-01-22 Su Do Yi , Seung Ki Baek , Chen-Ping Zhu , Beom Jun Kim

Collective decision-making is a process by which a group of individuals determines a shared outcome that shapes societal dynamics; from innovation diffusion to organizational choices. A common approach to model these processes is using…

物理与社会 · 物理学 2025-04-03 Maciej Doniec , Pratik Mullick , Parongama Sen , Katarzyna Sznajd-Weron