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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

Collective decision-making arises from individual agents integrating their own personal observations with information obtained from social partners. In many biological systems that exhibit collective decision-making, the process by which…

定量方法 · 定量生物学 2026-04-28 Ling-Wei Kong , Naomi Ehrich Leonard , Andrew M. Hein

In the era of social media, people frequently share their own opinions online on various issues and also in the way, get exposed to others' opinions. Be it for selective exposure of news feed recommendation algorithms or our own inclination…

社会与信息网络 · 计算机科学 2023-04-24 Prithwish Jana , Romit Roy Choudhury , Niloy Ganguly

Opinion dynamics is crucial for unraveling the complexities of human interaction in the information age. How to speed up consensus without disturbing the fate of the system is key for opinion dynamics. We propose a voter model on adaptive…

物理与社会 · 物理学 2023-12-12 Xunlong Wang , Bin Wu

Far beyond its relevance for commercial and political marketings, opinion formation and decision making processes are central for representative democracy, government functioning, and state organization. In the present report, a stochastic…

物理与社会 · 物理学 2022-10-11 Hugo P. Maia , Silvio C. Ferreira , Marcelo L. Martins

In social sciences, simulating opinion dynamics to study the interplay between homophily and influence, and the subsequent formation of echo chambers, is of great importance. As such, in this paper we investigate echo chambers by…

多智能体系统 · 计算机科学 2022-06-22 Omar Malik , James Flamino , Boleslaw K. Szymanski

Belief perseverance is the widely documented tendency of holding to a belief, even in the presence of contradicting evidence. In online environments, this tendency leads to heated arguments with users ``blocking'' each other. Introducing…

物理与社会 · 物理学 2025-01-20 André Martin Timpanaro

The rise of digital social media has strengthened the coevolution of public opinions and social interactions, that shape social structures and collective outcomes in increasingly complex ways. Existing literature often explores this…

物理与社会 · 物理学 2024-09-20 Nataša Djurdjevac Conrad , Nhu Quang Vu , Sören Nagel

A continuous-time Markov process is proposed to analyze how a group of humans solves a complex task, consisting in the search of the optimal set of decisions on a fitness landscape. Individuals change their opinions driven by two different…

多智能体系统 · 计算机科学 2015-12-21 Giuseppe Carbone , Ilaria Giannoccaro

We study a stochastic model for the coevolution of a process of opinion formation in a population of agents and the network which underlies their interaction. Interaction links can break when agents fail to reach an opinion agreement. The…

统计力学 · 物理学 2009-11-11 Santiago Gil , Damian H. Zanette

A local culture denotes a commonly shared behaviour within a cluster of firms. Similar to social norms or conventions, it is an emergent feature resulting from the firms' interaction in an economic network. To model these dynamics, we…

物理与社会 · 物理学 2009-04-07 Patrick Groeber , Frank Schweitzer , Kerstin Press

This paper considers the consensus problem of a novel opinion dynamics model with group pressure and self-confidence. Different with the most existing paper, the influence of friends of friends in a social network is taken into account,…

信息论 · 计算机科学 2024-06-21 Wenjuan Wang , Zhongmei Wang , Xinmin Song

Exploring the collective behavior of interacting entities is of great interest and importance. Rather than focusing on static and uniform connections, we examine the co-evolution of diverse mobile agents experiencing varying interactions…

物理与社会 · 物理学 2023-10-16 Guram Mikaberidze , Sayantan Nag Chowdhury , Alan Hastings , Raissa M. DSouza

We study a simple model of how social behaviors, like trends and opinions, propagate in networks where individuals adopt the trend when they are informed by threshold $T$ neighbors who are adopters. Using a dynamic message-passing…

物理与社会 · 物理学 2015-06-18 Munik Shrestha , Cristopher Moore

The formation of agents' opinions in a social system is the result of an intricate equilibrium among several driving forces. On the one hand, the social pressure exerted by peers favours the emergence of local consensus. On the other hand,…

物理与社会 · 物理学 2017-04-18 Federico Battiston , Andrea Cairoli , Vincenzo Nicosia , Adrian Baule , Vito Latora

The voter model is an archetypal stochastic process that represents opinion dynamics. In each update, one agent is chosen uniformly at random. The selected agent then copies the current opinion of a randomly selected neighbour. We…

物理与社会 · 物理学 2020-11-20 Michael T. Gastner , Kota Ishida

We study opinion dynamics in a population of interacting adaptive agents voting on a set of complex multidimensional issues. We consider agents which can classify issues into for or against. The agents arrive at the opinions about each…

物理与社会 · 物理学 2009-03-11 Renato Vicente , Andre C. R. Martins , Nestor Caticha

Populations of mobile and communicating agents describe a vast array of technological and natural systems, ranging from sensor networks to animal groups. Here, we investigate how a group-level agreement may emerge in the continuously…

物理与社会 · 物理学 2012-01-25 Andrea Baronchelli , Albert Diaz-Guilera

In this work, we are interested in finding the most efficient use of a budget to promote an opinion by paying agents within a group to supplant their true opinions. We model opinions as continuous scalars ranging from 0 to 1 with 1 (0)…

计算机科学与博弈论 · 计算机科学 2016-08-31 Alonso Silva

In this paper, the effect on collective opinions of filtering algorithms managed by social network platforms is modeled and investigated. A stochastic multi-agent model for opinion dynamics is proposed, that accounts for a centralized…

社会与信息网络 · 计算机科学 2018-07-10 P. Bolzern , P. Colaneri , G. De Nicolao
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