Managing public opinion in consensus-reaching processes for large-scale group decision-making problems

References

• Chao, X., Kou, G., Peng, Y., & Herrera-Viedma, E. (2021a). Large-scale group decision-making with non-cooperative behaviours and heterogeneous preferences: An application in financial inclusion. European Journal of Operational Research, 288(1), 271–293. https://doi.org/10.1016/j.ejor.2020.05.047
   Web of Science ®Google Scholar
• Chao, X., Kou, G., Peng, Y., Herrera-Viedma, E., & Herrera, F. (2021b). An efficient consensus reaching framework for large-scale social network group decision making and its application in urban resettlement. Information Sciences, 575, 499–527. https://doi.org/10.1016/j.ins.2021.06.047
   Web of Science ®Google Scholar
• Degroot, M. H. (1974). Reaching a consensus. Journal of the American Statistical Association, 69(345), 118–121. https://doi.org/10.1080/01621459.1974.10480137
   Web of Science ®Google Scholar
• Ding, R.-X., Palomares, I., Wang, X., Yang, G.-R., Liu, B., Dong, Y., Herrera-Viedma, E., & Herrera, F. (2020). Large-Scale decision-making: Characterization, taxonomy, challenges and future directions from an artificial intelligence and applications perspective. Information Fusion, 59, 84–102. https://doi.org/10.1016/j.inffus.2020.01.006
   Web of Science ®Google Scholar
• Dong, Y., Ding, Z., Martnez, L., & Herrera, F. (2017). Managing consensus based on leadership in opinion dynamics. Information Sciences, 397, 187–205.
   Web of Science ®Google Scholar
• Dong, Y., Li, C., Xu, Y., & Gu, X. (2015). Consensus-based group decision making under multi-granular unbalanced 2-tuple linguistic preference relations. Group Decision and Negotiation, 24(2), 217–242. https://doi.org/10.1007/s10726-014-9387-5
   Web of Science ®Google Scholar
• Dong, Y., Zhang, H., & Herrera-Viedma, E. (2016). Integrating experts’ weights generated dynamically into the consensus reaching process and its applications in managing non-cooperative behaviours. Decision Support Systems, 84, 1–15. https://doi.org/10.1016/j.dss.2016.01.002
   Web of Science ®Google Scholar
• Du, Z. J., Yu, S. M., & Xu, X. H. (2020). Managing noncooperative behaviours in large-scale group decision-making: Integration of independent and supervised consensus-reaching models. Information Sciences, 531, 119–138. https://doi.org/10.1016/j.ins.2020.03.100
   Web of Science ®Google Scholar
• Durrett, R., Gleeson, J. P., Lloyd, A. L., Mucha, P. J., Shi, F., Sivakoff, D., Socolar, J. E. S., & Varghese, C. (2012). Graph fission in an evolving voter model. Proceedings of the National Academy of Sciences of Sciences, 109(10), 3682–3687. https://doi.org/10.1073/pnas.1200709109
   PubMed Web of Science ®Google Scholar
• Friedkin, N. E., & Johnsen, E. C. (1990). Social influence and opinions. The Journal of Mathematical Sociology, 15(3–4), 193–206. https://doi.org/10.1080/0022250X.1990.9990069
   Web of Science ®Google Scholar
• Gou, X., Xu, Z., Liao, H., & Herrera, F. (2020). Consensus model handling minority opinions and noncooperative behaviours in large-scale group decision-making under double hierarchy linguistic preference relations. IEEE Transactions on Cybernetics, 51(1), 283–296.
   PubMed Web of Science ®Google Scholar
• Hegselmann, R., & Krause, U. (2002). Opinion dynamics and bounded confidence models, analysis and simulation. Journal of Artificial Societies and Social Simulation, 5(3), 1–2.
   Web of Science ®Google Scholar
• Liang, D., and Yi, B., & Xu, Z. (2020). Opinion dynamics based on infectious disease transmission model in the non-connected context of Pythagorean fuzzy trust relationship. Journal of the Operational Research Society, 1–21.
   Web of Science ®Google Scholar
• Li, C. C., Dong, Y., & Herrera, F. (2019). A consensus model for large-scale linguistic group decision making with a feedback recommendation based on clustered personalized individual semantics and opposing consensus groups. IEEE Transactions on Fuzzy Systems, 27(2), 221–233. https://doi.org/10.1109/TFUZZ.2018.2857720
   Web of Science ®Google Scholar
• Li, Y., Kou, G., Li, G., & Wang, H. (2021). Multi-attribute group decision making with opinion dynamics based on social trust network. Information Fusion, 75, 102–115. https://doi.org/10.1016/j.inffus.2021.04.010
   Web of Science ®Google Scholar
• Li, K., Liang, H., Kou, G., & Dong, Y. (2020a). Opinion dynamics model based on the cognitive dissonance: An agent-based simulation. Information Fusion, 56, 1–14. https://doi.org/10.1016/j.inffus.2019.09.006
   Web of Science ®Google Scholar
• Li, G., Kou, G., Li, Y., & Peng, Y. (2020b). A group decision making approach for supplier selection with multi-period fuzzy information and opinion interaction among decision makers. Journal of the Operational Research Society, 1–14.
   Web of Science ®Google Scholar
• Lin, C., Kou, G., Peng, Y., & Alsaadi, F. (2020). Aggregation of the nearest consistency matrices with the acceptable consensus in AHP-GDM. Annals of Operations Research, 1–17.
   Web of Science ®Google Scholar
• Liu, X., Xu, Y., & Herrera, F. (2019c). Consensus model for large-scale group decision making based on fuzzy preference relation with self-confidence: Detecting and managing overconfidence behaviours. Information Fusion, 52, 245–256. https://doi.org/10.1016/j.inffus.2019.03.001
   Web of Science ®Google Scholar
• Liu, B., Zhou, Q., Ding, R., Ni, W., & Herrera, F. (2019a). Defective alternatives detection-based multi-attribute intuitionistic fuzzy large-scale decision making model. Knowledge-Based Systems, 186, 104962. https://doi.org/10.1016/j.knosys.2019.104962
   Web of Science ®Google Scholar
• Liu, B., Zhou, Q., Ding, R. X., Palomares, I., & Herrera, F. (2019b). Large-scale group decision making model based on social network analysis: Trust relationship-based conflict detection and elimination. European Journal of Operational Research, 275(2), 737–754. https://doi.org/10.1016/j.ejor.2018.11.075
   Web of Science ®Google Scholar
• Lu, Y., Xu, Y., Herrera-Viedma, E., & Han, Y. (2021). Consensus of large-scale group decision making in social network: The minimum cost model based on robust optimization. Information Sciences, 547, 910–930. https://doi.org/10.1016/j.ins.2020.08.022
   Web of Science ®Google Scholar
• Palomares, I., Martinez, L., & Herrera, F. (2014). A consensus model to detect and manage noncooperative behaviours in large-scale group decision making. IEEE Transactions on Fuzzy Systems, 22(3), 516–530. https://doi.org/10.1109/TFUZZ.2013.2262769
   Web of Science ®Google Scholar
• Ren, R., Tang, M., & Liao, H. (2020). Managing minority opinions in micro-grid planning by a social network analysis-based large scale group decision making method with hesitant fuzzy linguistic information. Knowledge-Based Systems, 189, 105060. https://doi.org/10.1016/j.knosys.2019.105060
   Web of Science ®Google Scholar
• Song, Y., Li, G., Ergu, D., & Liu, N. (2021). An optimisation-based method to conduct consistency and consensus in group decision making under probabilistic uncertain linguistic preference relations. Journal of the Operational Research Society, 1–15.
   Web of Science ®Google Scholar
• Tian, Z.-P., Nie, R.-X., & Wang, J.-Q. (2019). Social network analysis-based consensus-supporting framework for large-scale group decision-making with incomplete interval type-2 fuzzy information. Information Sciences, 502, 446–471. https://doi.org/10.1016/j.ins.2019.06.053
   Web of Science ®Google Scholar
• Urena, R., Chiclana, F., Fujita, H., & Herrera-Viedma, E. (2015). Confidence-consistency driven group decision making approach with incomplete reciprocal intuitionistic preference relations. Knowledge-Based Systems, 89, 86–96. https://doi.org/10.1016/j.knosys.2015.06.020
   Web of Science ®Google Scholar
• Wu, Z., & Xu, J. (2012). Consensus reaching models of linguistic preference relations based on distance functions. Soft Computing, 16(4), 577–589. https://doi.org/10.1007/s00500-011-0756-6
   Web of Science ®Google Scholar
• Xu, X., Du, Z., Chen, X., & Cai, C. (2019). Confidence consensus-based model for large-scale group decision making: A novel approach to managing non-cooperative behaviours. Information Sciences, 477, 410–427. https://doi.org/10.1016/j.ins.2018.10.058
   Web of Science ®Google Scholar
• Xu, X., Zhang, Q., & Chen, X. (2020). Consensus-based non-cooperative behaviours management in large-group emergency decision-making considering experts’ trust relations and preference risks. Knowledge-Based Systems, 190, 105108. https://doi.org/10.1016/j.knosys.2019.105108
   Web of Science ®Google Scholar
• Zha, Q., Kou, G., Zhang, H., Liang, H., Chen, X., Li, C.-C., & Dong, Y. (2020). Opinion dynamics in finance and business: A literature review and research opportunities. Financial Innovation, 6(1), 1–22.
   Web of Science ®Google Scholar
• Zhang, H., Li, C.-C., Liu, Y., & Dong, Y. (2019). Modelling personalized individual semantics and consensus in comparative linguistic expression preference relations with self-confidence: An optimization-based approach. IEEE Transactions on Fuzzy Systems, 29(3), 627–640. https://doi.org/10.1109/TFUZZ.2019.2957259
   Web of Science ®Google Scholar
• Zhang, H., Palomares, I., Dong, Y., & Wang, W. (2018). Managing non-cooperative behaviours in consensus-based multiple attribute group decision making: An approach based on social network analysis. Knowledge-Based Systems, 162, 29–45. https://doi.org/10.1016/j.knosys.2018.06.008
   Web of Science ®Google Scholar
• Zhang, H., Zhao, S., Kou, G., Li, C.-C., Dong, Y., & Herrera, F. (2020). An overview on feedback mechanisms with minimum adjustment or cost in consensus reaching in group decision making: Research paradigms and challenges. Information Fusion, 60, 65–79. https://doi.org/10.1016/j.inffus.2020.03.001
   Web of Science ®Google Scholar