Reference Hub

This research has been cited in:

Article
Integrating social and cognitive aspects of belief dynamics: towards a unifying frameworkJournal of The Royal Society Interface10.1098/rsif.2020.0857
Conference
Exploring Opinion Dynamics in Security-Related Microblog Data2014 IEEE Joint Intelligence and Security Informatics Conference10.1109/JISIC.2014.56
Article
Opinion formation driven by PageRank node influence on directed networksPhysica A: Statistical Mechanics and its Applications10.1016/j.physa.2015.05.095
Article
Asymptotic behavior of the linear consensus model with delay and anticipationMathematical Methods in the Applied Sciences10.1002/mma.8351
Chapter
Opinion Dissemination Computational ModelUbiquitous Computing and Ambient Intelligence10.1007/978-3-319-67585-5_82
Conference
Consistency driven opinion formation modelling in presence of external sources2015 International Joint Conference on Neural Networks (IJCNN)10.1109/IJCNN.2015.7280844
Chapter
A Review of Opinion DynamicsTheory, Methodology, Tools and Applications for Modeling and Simulation of Complex Systems10.1007/978-981-10-2672-0_36
Article
Human-AI ecosystem with abrupt changes as a function of the compositionPLOS ONE10.1371/journal.pone.0267310
Chapter
IntroductionAgent-Based Modeling of Social Conflict10.1007/978-3-319-67050-8_1
Chapter
Homophily, Mobility and Opinion FormationComputational Collective Intelligence10.1007/978-3-030-28377-3_11
Article
Well posedness and asymptotic consensus in the Hegselmann-Krause model with finite speed of information propagationProceedings of the American Mathematical Society10.1090/proc/15522
Article
Analyzing the extremization of opinions in a general framework of bounded confidence and repulsionInformation Sciences10.1016/j.ins.2022.07.164
Article
A review of social media-based public opinion analyses: Challenges and recommendationsTechnology in Society10.1016/j.techsoc.2021.101724
Article
The Effect of Agents' Psychology and Social Environment on the Opinion Formation: C/PA Relative Agreement Model in SW and SF SocietiesChaos Theory and Applications10.51537/chaos.1193078
Chapter
Mean Field Limit for Stochastic Particle SystemsActive Particles, Volume 110.1007/978-3-319-49996-3_10
Article
Opinion Formation in Online Social Networks: Exploiting Predisposition, Interaction, and CredibilityIEEE Transactions on Computational Social Systems10.1109/TCSS.2019.2914264
Conference
Rebalancing Social Feed to Minimize Polarization and DisagreementProceedings of the 32nd ACM International Conference on Information and Knowledge Management10.1145/3583780.3615025
Article
Hysteresis and disorder-induced order in continuous kinetic-like opinion dynamics in complex networksChaos, Solitons & Fractals10.1016/j.chaos.2020.109893
Article
Opinion Dynamics Research on Social Media: Breakthroughs and ChallengesTelematics and Informatics10.1016/j.tele.2019.101314
Article
A bibliometric analysis and basic model introduction of opinion dynamicsApplied Intelligence10.1007/s10489-022-04368-5
Article
Mathematical Structures in Group Decision-Making on Resource Allocation DistributionsScientific Reports10.1038/s41598-018-37847-2
Conference
A model of fuzzy opinion dynamics2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD)10.1109/FSKD.2017.8392966
Article
(CMMSE paper) A finite‐difference model for indoctrination dynamicsMathematical Methods in the Applied Sciences10.1002/mma.5406
Article
A framework of opinion dynamics using fuzzy linguistic 2-tuplesKnowledge-Based Systems10.1016/j.knosys.2021.107559
Article
Bursts of communication increase opinion diversity in the temporal Deffuant modelScientific Reports10.1038/s41598-024-52458-w
Article
Macroscopic Noisy Bounded Confidence Models With Distributed Radical OpinionsIEEE Transactions on Automatic Control10.1109/TAC.2020.2994284
Chapter
Conceptual BackgroundsEcho Chamber and Polarization in Social Media10.1007/978-981-99-1770-9_2
Article
Modeling and Simulation of Polarization in Internet Group Opinions Based on Cellular AutomataDiscrete Dynamics in Nature and Society10.1155/2015/140984
Conference
The effects of mass communication in a fuzzy linguistic framework of opinion dynamics2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)10.1109/FUZZ-IEEE55066.2022.9882613
Article
Periodic-Aware Intelligent Prediction Model for Information Diffusion in Social NetworksIEEE Transactions on Network Science and Engineering10.1109/TNSE.2021.3064952
Conference
Sznajd2: A Community-Aware Opinion Dynamics Model2016 IEEE Trustcom/BigDataSE/ISPA10.1109/TrustCom.2016.0231
Article
Communication in Online Social Networks Fosters Cultural IsolationComplexity10.1155/2018/9502872
Article
An Opinion Interactive Model Based on Individual PersuasivenessComputational Intelligence and Neuroscience10.1155/2015/345160
Article
Optimal Opinion Control: The Campaign ProblemSSRN Electronic Journal10.2139/ssrn.2516866
Article
Evolution of employee opinion in a crowdsourcing logistics company: a catastrophe-embedded RA modelSIMULATION10.1177/00375497211061269
Article
Opinions, Conflicts, and Consensus: Modeling Social Dynamics in a Collaborative EnvironmentPhysical Review Letters10.1103/PhysRevLett.110.088701
Article
Modelling majority and expert influences on opinion formation in online social networksWorld Wide Web10.1007/s11280-017-0484-7
Article
Dynamics and structure of social networks from a systems and control viewpoint: A survey of Roberto Tempo’s contributionsOnline Social Networks and Media10.1016/j.osnem.2018.03.001
Chapter
Procedural Influence on Consensus Formation in Social NetworksComplex Networks and Their Applications VII10.1007/978-3-030-05414-4_23
Article
A Locust-Inspired Model of Collective Marching on RingsEntropy10.3390/e24070918
Article
Optimal rewiring in adaptive networks in multi-coupled vaccination, epidemic and opinion dynamicsChaos, Solitons & Fractals10.1016/j.chaos.2023.114125
Article
Modeling the opinion dynamics of superstars in the film industryExpert Systems with Applications10.1016/j.eswa.2024.123750
Article
Clustering and asymptotic behavior in opinion formationJournal of Differential Equations10.1016/j.jde.2014.08.005
Article
Consensus of the Hegselmann–Krause opinion formation model with time delayMathematical Methods in the Applied Sciences10.1002/mma.7050
Conference
Exploiting Evolving Trust Relationships in the Modelling of Opinion Formation Dynamics in Online Social Networks2017 IEEE 31st International Conference on Advanced Information Networking and Applications (AINA)10.1109/AINA.2017.140
Article
A tutorial on modeling and analysis of dynamic social networks. Part IIAnnual Reviews in Control10.1016/j.arcontrol.2018.03.005
Article
A tutorial on modeling and analysis of dynamic social networks. Part IAnnual Reviews in Control10.1016/j.arcontrol.2017.03.002
Article
Trust, evolution, and consensus of opinions in a social groupActa Physica Sinica10.7498/aps.63.050501
Article
Disparity of Density in the Age of Mobility: Analysis by Opinion Formation ModelComputers10.3390/computers12050094
Article
OPINION-AWARE INFLUENCE MAXIMIZATION: HOW TO MAXIMIZE A FAVORITE OPINION IN A SOCIAL NETWORK?Advances in Complex Systems10.1142/S0219525918500224
Conference
Peruvian Ombudsman monthly social conflict reports analysis using knowledge management and artificial intelligence tools2019 IEEE XXVI International Conference on Electronics, Electrical Engineering and Computing (INTERCON)10.1109/INTERCON.2019.8853628
Article
Global-in-time mean-field convergence for singular Riesz-type diffusive flowsThe Annals of Applied Probability10.1214/22-AAP1833
Chapter
ReferencesAgent‐based Models and Causal Inference10.1002/9781119704492.biblio
Article
Opinion-Climate-Based Hegselmann-Krause dynamicsPattern Recognition Letters10.1016/j.patrec.2023.01.016
Chapter
Research of Opinion Dynamic Evolution Based on Flocking TheoryImage and Graphics Technologies and Applications10.1007/978-981-13-1702-6_55
Article
The role of homophily in opinion formation among mobile agentsJournal of Information and Telecommunication10.1080/24751839.2020.1772614
Chapter
Agent-Based Modeling (ABM)Neue Trends in den Sozialwissenschaften10.1007/978-3-658-17189-6_2
Article
Modeling latent infection transmissions through biosocial stochastic dynamicsPLOS ONE10.1371/journal.pone.0241163
Article
GeSoN: A Geo-Social Network model applying bounded rationality to farmers in socio-ecological simulationsFood and Ecological Systems Modelling Journal10.3897/fmj.4.100714
Article
A review of the mean field limits for Vlasov equationsKinetic & Related Models10.3934/krm.2014.7.661
Chapter
Influence of Clustering on the Opinion Formation Dynamics in Online Social NetworksNeural Information Processing10.1007/978-3-030-04224-0_13
Article
Models of Strategic Decision-Making under Informational ControlMathematics10.3390/math9161889
Article
A novel framework to classify opinion dynamics of mobile agents under the bounded confidence modelAdaptive Behavior10.1177/10597123231195423
Article
Balance seeking opinion dynamics model based on social judgment theoryPhysica D: Nonlinear Phenomena10.1016/j.physd.2020.132336
Chapter
Opinion Formation Dynamics Under the Combined Influences of Majority and ExpertsNeural Information Processing10.1007/978-3-319-26555-1_76
Conference
Adversaries with Limited Information in the Friedkin-Johnsen ModelProceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining10.1145/3580305.3599255
Article
Dynamics and control for multi-agent networked systems: A finite-difference approachMathematical Models and Methods in Applied Sciences10.1142/S0218202519400050
Conference
Long-term Behavior of Mean-field Noisy Bounded Confidence Models with Distributed Radicals2019 IEEE 58th Conference on Decision and Control (CDC)10.1109/CDC40024.2019.9030212
Article
The Role of Trust in Dependence Networks: A Case StudyInformation10.3390/info14120652
Article
CONTINUOUS OPINION DYNAMICS ON AN ADAPTIVE COUPLED RANDOM NETWORKAdvances in Complex Systems10.1142/S021952591450012X
Chapter
Opinion DynamicsAI in the Financial Markets10.1007/978-3-031-26518-1_10
Chapter
Process-Semantic Analysis of Words and TextsArtificial Intelligence in Models, Methods and Applications10.1007/978-3-031-22938-1_17
Article
Deterministic Versus Stochastic Consensus Dynamics on GraphsJournal of Statistical Physics10.1007/s10955-019-02293-5
Article
Consensus and polarization in competing complex contagion processesJournal of The Royal Society Interface10.1098/rsif.2019.0196
Conference
Group Opinion Evolution Model and Analysis Based on Heterogeneous Individuals2020 IEEE 6th International Conference on Computer and Communications (ICCC)10.1109/ICCC51575.2020.9345007
Article
Consensus Strategies for a Hegselmann–Krause Model with Leadership and Time Variable Time DelayJournal of Dynamics and Differential Equations10.1007/s10884-023-10276-0
Article
Banking System Incidents Analysis Using Knowledge GraphInternational Journal of Knowledge and Systems Science10.4018/IJKSS.325794

Opinion Dynamics: A Multidisciplinary Review and Perspective on Future Research

Haoxiang Xia, Huili Wang, Zhaoguo Xuan

Source Title: International Journal of Knowledge and Systems Science (IJKSS)2(4)

ISSN: 1947-8208|EISSN: 1947-8216|EISBN13: 9781613508145|DOI: 10.4018/jkss.2011100106

Cite Article Cite Article

MLA

Xia, Haoxiang, et al. "Opinion Dynamics: A Multidisciplinary Review and Perspective on Future Research." IJKSS vol.2, no.4 2011: pp.72-91. http://doi.org/10.4018/jkss.2011100106

APA

Xia, H., Wang, H., & Xuan, Z. (2011). Opinion Dynamics: A Multidisciplinary Review and Perspective on Future Research. International Journal of Knowledge and Systems Science (IJKSS), 2(4), 72-91. http://doi.org/10.4018/jkss.2011100106

Chicago

Xia, Haoxiang, Huili Wang, and Zhaoguo Xuan. "Opinion Dynamics: A Multidisciplinary Review and Perspective on Future Research," International Journal of Knowledge and Systems Science (IJKSS) 2, no.4: 72-91. http://doi.org/10.4018/jkss.2011100106

Export Reference

Favorite Full-Issue Download

View Full Text HTML

View Full Text PDF

Abstract

As a key sub-field of social dynamics and sociophysics, opinion dynamics utilizes mathematical and physical models and the agent-based computational modeling tools, to investigate the spreading of opinions in a collection of human beings. This research field stems from various disciplines in social sciences, especially the social influence models developed in social psychology and sociology. A multidisciplinary review is given in this paper, attempting to keep track of the historical development of the field and to shed light on its future directions. In the review, the authors discuss the disciplinary origins of opinion dynamics, showing that the combination of the social processes, which are conventionally studied in social sciences, and the analytical and computational tools, which are developed in mathematics, physics and complex system studies, gives birth to the interdisciplinary field of opinion dynamics. The current state of the art of opinion dynamics is then overviewed, with the research progresses on the typical models like the voter model, the Sznajd model, the culture dissemination model, and the bounded confidence model being highlighted. Correspondingly, the future directions of this academic field are envisioned, with an advocation for closer synthesis of the related disciplines.

You do not own this content. Please login to recommend this title to your institution's librarian or purchase it from the IGI Global bookstore.

Username or email: *

Password: *

Forgot individual login password?

Create individual account

Opinion Dynamics: A Multidisciplinary Review and Perspective on Future Research

MLA

APA

Chicago

Export Reference

Abstract

Request Access