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We define and study a rather complex market model, inspired from the Santa Fe artificial market and the Minority Game. Agents have different strategies among which they can choose, according to their relative profitability, with the…

凝聚态物理 · 物理学 2009-11-07 Irene Giardina , Jean-Philippe Bouchaud

We present a novel agent-based approach to simulating an over-the-counter (OTC) financial market in which trades are intermediated solely by market makers and agent visibility is constrained to a network topology. Dynamics, such as changes…

计量经济学 · 经济学 2024-05-07 James T. Wilkinson , Jacob Kelter , John Chen , Uri Wilensky

An agent-based model with interacting low frequency liquidity takers inter-mediated by high-frequency liquidity providers acting collectively as market makers can be used to provide realistic simulated price impact curves. This is possible…

交易与市场微观结构 · 定量金融 2021-08-23 Ivan Jericevich , Patrick Chang , Tim Gebbie

There are numerous examples of societies with extremely stable mix of contrasting opinions. We argue that this stability is a result of an interplay between society network topology adjustment and opinion changing processes. To support this…

物理与社会 · 物理学 2015-05-13 Pawel Sobkowicz

Election results are determined by numerous social factors that affect the formation of opinion of the voters, including the network of interactions between them and the dynamics of opinion influence. In this work we study the result of…

物理与社会 · 物理学 2009-11-11 Gonzalo Travieso , Luciano da Fontoura Costa

We consider the diffusion of new products in social networks, where consumers who adopt the product can later "recover" and stop influencing others to adopt the product. We show that the diffusion is not described by the SIR model, but…

物理与社会 · 物理学 2017-05-22 Gadi Fibich

Social influence is ubiquitous in cultural markets, from book recommendations in Amazon, to song popularities in iTunes and the ranking of newspaper articles in the online edition of the New York Times to mention only a few. Yet social…

社会与信息网络 · 计算机科学 2015-05-26 Pascal Van Hentenryck , Andres Abeliuk , Franco Berbeglia , Gerardo Berbeglia

Large variations in stock prices happen with sufficient frequency to raise doubts about existing models, which all fail to account for non-Gaussian statistics. We construct simple models of a stock market, and argue that the large…

凝聚态物理 · 物理学 2015-06-25 P. Bak , M. Paczuski , M. Shubik

We study social behaviour of agents on capital markets when these are perturbed by small perturbations. We use the mean field method. Social behaviour of agents on capital markets is described: volatility of the market, aversion constant…

物理与社会 · 物理学 2021-08-19 Ondrej Hudak , Jana Tothova

The average economic agent is often used to model the dynamics of simple markets, based on the assumption that the dynamics of many agents can be averaged over in time and space. A popular idea that is based on this seemingly intuitive…

交易与市场微观结构 · 定量金融 2015-07-29 Sebastian M. Krause , Stefan Boerries , Stefan Bornholdt

We present a modeling framework for dynamical and bursty contact networks made of agents in social interaction. We consider agents' behavior at short time scales, in which the contact network is formed by disconnected cliques of different…

物理与社会 · 物理学 2010-03-09 Juliette Stehle , Alain Barrat , Ginestra Bianconi

We develop a location analysis spatial model of firms' competition in multi-characteristics space, where consumers' opinions about the firms' products are distributed on multilayered networks. Firms do not compete on price but only on…

物理与社会 · 物理学 2017-08-03 Antonios Garas , Athanasios Lapatinas

Social marketing is becoming increasingly important in contemporary business. Central to social marketing is quantifying how consumers choose between alternatives and how they influence each other. This work considers a new but simple…

社会与信息网络 · 计算机科学 2014-05-05 Jeremy Chen

Widespread interest in the diffusion of information through social networks has produced a large number of Social Dynamics models. A majority of them use theoretical hypothesis to explain their diffusion mechanisms while the few empirically…

物理与社会 · 物理学 2011-05-18 José Luis Iribarren , Esteban Moro

Global supply networks in agriculture, manufacturing, and services are a defining feature of the modern world. The efficiency and the distribution of surpluses across different parts of these networks depend on choices of intermediaries.…

On a capital market the social group is formed from traders. Individual behaviour of agents is influenced by the need to associate with other agents and to obtain the approval of other agents in the group. Making decisions an individual…

其他凝聚态物理 · 物理学 2021-08-19 Ondrej Hudak , Jana Tothova

We study the noisy voter model using a specific non-linear dependence of the rates that takes into account collective interaction between individuals. The resulting model is solved exactly under the all-to-all coupling configuration and…

物理与社会 · 物理学 2018-10-05 A. F. Peralta , A. Carro , M. San Miguel , R. Toral

A large scale agent-based model of common Facebook users was designed to develop an understanding of the underlying mechanism of information diffusion within online social networks at a micro-level analysis. The agent-based model network…

社会与信息网络 · 计算机科学 2016-11-23 Hamid Reza Nasrinpour , Marcia R. Friesen , Robert D. , McLeod

Based on empirical evidences and previous studies, we introduce and mathematically study a perception-driven model for the dynamics of buyer populations in markets of perishable goods. Buyer behaviours are driven partly by some loyalty to…

理论经济学 · 经济学 2024-07-23 Ali Ellouze , Bastien Fernandez

Behavioral Finance has become a challenge to the scientific community. Based on the assumption that behavioral aspects of investors may explain some features of the Stock Market, we propose an agent based model to study quantitatively this…

综合金融 · 定量金融 2017-11-23 F. M. Stefan , A. P. F. Atman