Trust exploration- and leadership incubation- based opinion dynamics model for social network group decision-making: A quantum theory perspective

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dc.contributor.authorWang, P.
dc.contributor.authorLiu, P.
dc.contributor.authorLi, Y.
dc.contributor.authorTeng, F.
dc.contributor.authorPedrycz, W.
dc.date.accessioned2024-05-19T14:34:02Z
dc.date.available2024-05-19T14:34:02Z
dc.date.issued2024
dc.departmentİstinye Üniversitesien_US
dc.description.abstractSocial network (SN) holds significant sway over the consciousness and behavior of involved individuals, serving as an evolutionary medium for opinion dynamics models. Consensus is a fundamental concept in group decision-making (GDM). How to effectively explore the opinion evolution during the consensus-reaching process through SN is of paramount significance for decision-making science. Therefore, a dual-mechanism containing trust exploration and leadership incubation is developed for modeling opinion dynamics, creating a favorable condition for achieving consensus. First, a novel mechanism for analyzing the completeness of SN is proposed, encompassing a trust propagation process that considers trust discount and stability, as well as a trust aggregation method grounded by quantum theory. Second, a trust screening rule is discussed to retain the valid indirect trust relationships (TRs), and then a leadership incubation mechanism is developed to promote the effective achievement of consensus opinions in group decision-making. Finally, a numerical study is presented to elucidate the superiority and rationality of the proposed methods, and some simulation experiments and comparative analyses demonstrating the effectiveness and advantages of which are covered. © 2024en_US
dc.description.sponsorshipTaishan Scholar Project of Shandong Province; National Office for Philosophy and Social Sciences, NPOPSS: 19ZDA080; National Office for Philosophy and Social Sciences, NPOPSS; 2021RW020; 2021SFGC0102, 2020CXGC010110; National Natural Science Foundation of China, NSFC: 72301161, 72201154, 72101134; National Natural Science Foundation of China, NSFC; Key Technology Research and Development Program of Shandong Province: 2023RKY07020; Key Technology Research and Development Program of Shandong Province; 202333068en_US
dc.description.sponsorshipThis paper is supported by the National Natural Science Foundation of China (Nos. 72201154, 72301161, 72101134), Shandong Provincial Key Research and Development Program (Soft Science Project) (No. 2023RKY07020), the Taishan Scholars Project of Shandong Province, Shandong Provincial Key Research and Development Program (Major Scientific and Technological Innovation Project) (Nos. 2021SFGC0102, 2020CXGC010110), Major bidding projects of National Social Science Fund of China (No. 19ZDA080), Shandong Province Higher Educational Youth Innovation Team Development Program (No. 2021RW020), Jinan Scientific Research Leader Studio (202333068).en_US
dc.identifier.doi10.1016/j.ejor.2024.03.025
dc.identifier.endpage170en_US
dc.identifier.issn0377-2217
dc.identifier.issue1en_US
dc.identifier.scopus2-s2.0-85189690360en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage156en_US
dc.identifier.urihttps://doi.org/10.1016/j.ejor.2024.03.025
dc.identifier.urihttps://hdl.handle.net/20.500.12713/4396
dc.identifier.volume317en_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherElsevier B.V.en_US
dc.relation.ispartofEuropean Journal of Operational Researchen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.snmz20240519_kaen_US
dc.subjectGroup Decisions And Negotiationsen_US
dc.subjectLeadership İncubationen_US
dc.subjectOpinion Dynamicsen_US
dc.subjectQuantum Theoryen_US
dc.subjectSocial Trust Networken_US
dc.titleTrust exploration- and leadership incubation- based opinion dynamics model for social network group decision-making: A quantum theory perspectiveen_US
dc.typeArticleen_US

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