4.5 Review

Opinion dynamics in finance and business: a literature review and research opportunities

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Summary: This article introduces a trust relationships CRP with a feedback mechanism, consisting of leader-based preference adjustment and trust relationships improvement. It bridges opinion dynamics and group decision making, highlighting the role of leaders and trust relationships in GDM problems. It also discusses a new strategic manipulation issue called trust relationship manipulation and presents clique-based strategies for manipulating trust relationships.

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Summary: This paper proposes an approach to manage consensus in group decision making with opinions evolution by establishing a novel GDM model and providing a consensus algorithm. The feasibility and effectiveness of the proposed theoretical results are demonstrated through a numerical example.

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A Personalized Feedback Mechanism Based on Bounded Confidence Learning to Support Consensus Reaching in Group Decision Making

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Summary: This article introduces a new consensus reaching model with personalized feedback mechanism to help decision makers with bounded confidences in achieving consensus. The personalized feedback mechanism provides more acceptable advices and can estimate unknown bounded confidences through a learning algorithm.

IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS (2021)

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Summary: In group decision making, achieving minimum consensus cost (MCC) is important due to limited resources. However, decision rules and non-cooperative behavior can impact MCC. This paper analyzes decision rules to minimize or maximize MCC, and simulation experiments reveal their joint impact on MCC.

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Haiming Liang et al.

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A two-stage social trust network partition model for large-scale group decision-making problems

Tong Wu et al.

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A hybrid group decision making framework for achieving agreed solutions based on stable opinions

Qingxing Dong et al.

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Majority-vote model for financial markets

Andre L. M. Vilela et al.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2019)

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Complex and composite entropy fluctuation behaviors of statistical physics interacting financial model

Guochao Wang et al.

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A social network based approach for consensus achievement in multiperson decision making

Raquel Urena et al.

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A review on trust propagation and opinion dynamics in social networks and group decision making frameworks

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Multiscale statistical behaviors for Ising financial dynamics with continuum percolation jump

Bo Zhang et al.

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Sajjad Salehi et al.

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A survey on the fusion process in opinion dynamics

Yucheng Dong et al.

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Understanding influence power of opinion leaders in e-commerce networks: An opinion dynamics theory perspective

Yiyi Zhao et al.

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Damian Smug et al.

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Yucheng Dong et al.

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Marketing Resource Allocation in Duopolies Over Social Networks

Vineeth S. Varma et al.

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Opinion evolution of online consumer reviews in the e-commerce environment

Yan Wan et al.

ELECTRONIC COMMERCE RESEARCH (2018)

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Managing consensus based on leadership in opinion dynamics

Yucheng Dong et al.

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Modeling of the financial market using the two-dimensional anisotropic Ising model

L. S. Lima

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2017)

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Collective Phenomena Emerging from the Interactions between Dynamical Processes in Multiplex Networks

Vincenzo Nicosia et al.

PHYSICAL REVIEW LETTERS (2017)

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SLANT plus : A Nonlinear Model for Opinion Dynamics in Social Networks

Bhushan Kulkarni et al.

2017 17TH IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM) (2017)

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Asynchronous Opinion Dynamics with Online and Offline Interactions in Bounded Confidence Model

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Critical noise can make the minority candidate win: The US presidential election cases

Soumyajyoti Biswas et al.

PHYSICAL REVIEW E (2017)

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Bounded confidence opinion dynamics with opinion leaders and environmental noises

Yiyi Zhao et al.

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Dynamics of linguistic opinion formation in bounded confidence model

Yucheng Dong et al.

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Simulation of financial market via nonlinear Ising model

Bonggyun Ko et al.

INTERNATIONAL JOURNAL OF MODERN PHYSICS C (2016)

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Competitive Targeted Advertising Over Networks

Kostas Bimpikis et al.

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An Ising spin state explanation for financial asset allocation

Philip A. Horvath et al.

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Linking market interaction intensity of 3D Ising type financial model with market volatility

Wen Fang et al.

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Ising model of financial markets with many assets

A. Eckrot et al.

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Dynamics of Uncertain Opinion Formation: An Agent-Based Simulation

Haiming Liang et al.

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Differential Access to Price Information in Financial Markets

David Easley et al.

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Dynamical cross-correlation of multiple time series Ising model

Tetsuya Takaishi

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Herd Behavior and Financial Crashes: An Interacting Particle System Approach

Vincenzo Crescimanna et al.

JOURNAL OF MATHEMATICS (2016)

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A Multifractal Detrended Fluctuation Analysis of the Ising Financial Markets Model with Small World Topology

Zhang Ang-Hui et al.

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A multifractality analysis of Ising financial markets with small world topology

Yi Zhang et al.

EUROPEAN PHYSICAL JOURNAL B (2015)

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Multiple Time Series Ising Model for Financial Market Simulations

Tetsuya Takaishi

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A dynamic evolution model of human opinion as affected by advertising

Gui-Xun Luo et al.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2014)

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Is the Voter Model a Model for Voters?

Juan Fernandez-Gracia et al.

PHYSICAL REVIEW LETTERS (2014)

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Modeling Opinion Dynamics in Social Networks

Abhimanyu Das et al.

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Connect and win: The role of social networks in political elections

Arda Halu et al.

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Fluctuation behaviors of financial time series by a stochastic Ising system on a Sierpinski carpet lattice

Wen Fang et al.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2013)

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STATISTICAL PROPERTIES AND MULTIFRACTAL BEHAVIORS OF MARKET RETURNS BY ISING DYNAMIC SYSTEMS

Wen Fang et al.

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Effects of Modularity in Financial Markets on an Agent-based Model

Hongseok Kim et al.

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Kinetic models for socio-economic dynamics of speculative markets

Dario Maldarella et al.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2012)

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Opinion formation model for markets with a social temperature and fear

Sebastian M. Krause et al.

PHYSICAL REVIEW E (2012)

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Graph fission in an evolving voter model

Richard Durrett et al.

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Article Mathematics, Applied

Effect of boundary conditions on stochastic Ising-like financial market price model

Wen Fang et al.

BOUNDARY VALUE PROBLEMS (2012)

Article Management

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M. Guenther et al.

JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY (2011)

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The estimates of correlations in two-dimensional Ising model

Jun Wang

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2009)

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An opinion dynamics model for the diffusion of innovations

Andre C. R. Martins et al.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2009)

Article Economics

Microscopic spin model for the stock market with attractor bubbling on scale-free networks

Andrzej Krawiecki

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Short-Sale Strategies and Return Predictability

Karl B. Diether et al.

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The Galam model of minority opinion spreading and the marriage gap

Krzysztof Kulakowski et al.

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Continuous opinions and discrete actions in opinion dynamics problems

Andre C. R. Martins

INTERNATIONAL JOURNAL OF MODERN PHYSICS C (2008)

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From 2000 Bush-Gore to 2006 Italian elections: voting at fifty-fifty and the contrarian effect

Serge Galam

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The role of inflexible minorities in the breaking of democratic opinion dynamics

Serge Galam et al.

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Giving content to investor sentiment: The role of media in the stock market

Paul C. Tetlock

JOURNAL OF FINANCE (2007)

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Self-organizing Ising model of financial markets

W. -X. Zhou et al.

EUROPEAN PHYSICAL JOURNAL B (2007)

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Importance of positive feedbacks and overconfidence in a self-fulfilling Ising model of financial markets

Didier Sornette et al.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2006)

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An interacting-agent model of financial markets from the viewpoint of nonextensive statistical mechanics

Taisei Kaizoji

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Microscopic spin model for the stock market with attractor bubbling and heterogeneous agents

A Krawiecki

INTERNATIONAL JOURNAL OF MODERN PHYSICS C (2005)

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Opinion dynamics: Rise and fall of political parties

E Ben-Naim

EUROPHYSICS LETTERS (2005)

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Market frictions, price delay, and the cross-section of expected returns

KW Hou et al.

REVIEW OF FINANCIAL STUDIES (2005)

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Contrarian deterministic effects on opinion dynamics: the hung elections scenario

S Galam

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2004)

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A consensus-based dynamics for market volumes

L Sabatelli et al.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2004)

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Neighborhood models of minority opinion spreading

CJ Tessone et al.

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Opinion formation on a deterministic pseudo-fractal network

MC Gonzalez et al.

INTERNATIONAL JOURNAL OF MODERN PHYSICS C (2004)

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How effective is advertising in duopoly markets?

K Sznajd-Weron et al.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2003)

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Stochastic resonance as a model for financial market crashes and bubbles

A Krawiecki et al.

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Advertising in the Sznajd marketing model

C Schulze

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Stability of money: phase transitions in an Ising economy

S Bornholdt et al.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2002)

Article Physics, Multidisciplinary

Dynamics of price and trading volume in a spin model of stock markets with heterogeneous agents

T Kaizoji et al.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2002)

Article Physics, Multidisciplinary

Mean field solution of the Ising model on a Barabasi-Albert network

G Bianconi

PHYSICS LETTERS A (2002)

Article Physics, Multidisciplinary

Volatility clustering and scaling for financial time series due to attractor bubbling

A Krawiecki et al.

PHYSICAL REVIEW LETTERS (2002)

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Percolation and Galam theory of minority opinion spreading

D Stauffer

INTERNATIONAL JOURNAL OF MODERN PHYSICS C (2002)

Article Computer Science, Interdisciplinary Applications

Sociophysics: the Sznajd model and its applications

D Stauffer

COMPUTER PHYSICS COMMUNICATIONS (2002)

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Ising model in small-world networks

CP Herrero

PHYSICAL REVIEW E (2002)

Article Computer Science, Interdisciplinary Applications

A simple model of price formation

K Sznajd-Weron et al.

INTERNATIONAL JOURNAL OF MODERN PHYSICS C (2002)

Article Computer Science, Interdisciplinary Applications

Expectation bubbles in a spin model of markets: Intermittency from frustration across scales

S Bornholdt

INTERNATIONAL JOURNAL OF MODERN PHYSICS C (2001)

Article Physics, Multidisciplinary

Ising-correlated clusters in the Cont-Bouchaud stock market model

LR da Silva et al.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2001)

Article Computer Science, Interdisciplinary Applications

Damage spreading, coarsening dynamics and distribution of political votes in Sznajd model on square lattice

AT Bernardes et al.

INTERNATIONAL JOURNAL OF MODERN PHYSICS C (2001)

Article Computer Science, Interdisciplinary Applications

Opinion evolution in closed community

K Sznajd-Weron et al.

INTERNATIONAL JOURNAL OF MODERN PHYSICS C (2000)