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Two-dimensional opinion dynamics in social networks with conflicting beliefs

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Abstract

Two models are developed for updating opinions in social networks under situations where certain beliefs might be considered to be competing. These two models represent different attitudes of people towards the perceived conflict between beliefs. In both models agents have a degree of tolerance, which represents the extent to which the agent takes into account the differing beliefs of other agents, and a degree of conflict, which represents the extent to which two beliefs are considered to be competing. Computer simulations are used to determine how the opinion dynamics are affected by the inclusion of conflict. Results show that conflict can enhance the formation of consensus within the network in certain circumstances according to one of the models.

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References

  • Acemoglu D, Ozdaglar A (2011) Opinion dynamics and learning in social networks. Dyn Games Appl 1:3–49

    Article  MathSciNet  Google Scholar 

  • Chen S, Glass DH, McCartney M (2015) Dynamics of conflicting beliefs in social networks. In: Proceedings of the 6th workshop on complex networks (CompleNet 2015), Studies in computational intelligence, vol. 597, Springer, New York, 25–27 March 27, 2015, pp. 171–178

    Google Scholar 

  • Deffuant G, Neau D, Amblard F, Weisbuch G (2000) Mixing beliefs among interacting agents. Adv Complex Syst 3:87–98

    Article  Google Scholar 

  • Douven I, Riegler A (2010) Extending the Hegselmann–Krause model I. Logic J IGPL 18:323–335

    Article  MathSciNet  Google Scholar 

  • Fortunato S, Latora V, Pluchino A, Rapisarda A (2005) Vector opinion dynamics in a bounded confidence consensus model. Int J Mod Phys C 16(10):1535–1551

    Article  Google Scholar 

  • French JRP (1956) A formal theory of social power. Psychol Rev 63:181–194

    Article  Google Scholar 

  • Fu G, Zhang W, Li Z (2015) Opinion dynamics of modified Hegselmann–Krause model in a group-based population with heterogeneous bounded confidence. Phys A 419:558–565

    Article  Google Scholar 

  • Harary F (1959) A criterion for unanimity in French’s theory of social power. In: Cartwright D (ed) Studies in social power. Oxford, England, pp 168–182

    Google Scholar 

  • Hegselmann R, Krause U (2002) Opinion dynamics and bounded confidence: models, analysis, and simulations. J Artif Soc Soc Simul 5(3):1–33

    Google Scholar 

  • Jacobmeier D (2005) Multidimensional consensus model on a Barabasi–Albert network. Int J Mod Phys C 16:633–646

    Article  Google Scholar 

  • Krause U (2000) A discrete nonlinear and non-autonomous model of consensus formation. In: Elaydi S, Ladas G, Popenda J, Rakowski J (eds) Communications in difference equations. Gordon and Breach Publishers, Amsterdam, pp 227–236

    Chapter  Google Scholar 

  • Liu Q, Wang X (2013) Opinion dynamics with similarity-based random neighbours. Sci Rep 3:2968

    Article  Google Scholar 

  • Lorenz J (2007) Continuous opinion dynamics under bounded confidence: a survey. Int J Mod Phys C 18(12):1819–1838

    Article  Google Scholar 

  • Lorenz J (2008) Fostering consensus in multidimensional continuous opinion dynamics under bounded confidence. In: Helbing D (ed) Managing complexity. Springer, Berlin, pp 321–334

    Google Scholar 

  • Pineda M, Buendía GM (2015) Mass media and heterogeneous bounds of confidence in continuous opinion dynamics. Phys A 420:73–84

    Article  MathSciNet  Google Scholar 

  • Pluchino A, Latora V, Rapisarda A (2006) Compromise and synchronization in opinion dynamics. Eur Phys J B 50:169–176

    Article  Google Scholar 

  • Quattrociocchi W, Caldarelli G, Scala A (2014) Opinion dynamics on interacting networks: media competition and social influence. Sci Rep 4:4938

    Article  Google Scholar 

  • Riegler A, Douven I (2009) Extending the Hegselmann–Krause model III: from single beliefs to complex belief states. Episteme 6:145–163

    Article  Google Scholar 

  • Wang H, Shang L (2015) Opinion dynamics in networks with common-neighbours-based connections. Phys A 421:180–186

    Article  MathSciNet  Google Scholar 

  • Weisbuch G, Deffuant G, Amblard F, Nadal JP (2002) Meet discuss and segregate! Complexity 7:55–63

    Article  Google Scholar 

  • Zollman KJ (2012) Social network structure and the achievement of consensus. Polit Philos Econ 11(1):26–44

    Article  Google Scholar 

Download references

Acknowledgements

This publication was made possible by a grant from the John Templeton Foundation (Grant No. 40676). The opinions expressed in this publication are those of the authors and do not necessarily reflect the views of the John Templeton Foundation. The first author has been partially supported by the National Natural Science Foundation of China (Grant Nos. 61175055, 61305074 and 61673320).

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Authors and Affiliations

  1. School of Mathematics, Southwest Jiaotong University, Chengdu, 610031, China

    Shuwei Chen

  2. School of Computing and Mathematics, University of Ulster, Newtownabbey, Co., Antrim, BT37 0QB, UK

    Shuwei Chen, David H. Glass & Mark McCartney

Authors
  1. Shuwei Chen
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  2. David H. Glass
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  3. Mark McCartney
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Corresponding author

Correspondence to Shuwei Chen.

Additional information

This paper is an extended version of the paper that has been included in CEUR Proceedings of the European Conference on Social Intelligence (ECSI 2014), Barcelona, Spain, 3–5 November 2014.

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Chen, S., Glass, D.H. & McCartney, M. Two-dimensional opinion dynamics in social networks with conflicting beliefs. AI & Soc 34, 695–704 (2019). https://doi.org/10.1007/s00146-017-0784-6

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  • DOI: https://doi.org/10.1007/s00146-017-0784-6

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