IDEAS home Printed from https://ideas.repec.org/a/eee/ejores/v317y2024i1p156-170.html

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

Author

Listed:
  • Wang, Peng
  • Liu, Peide
  • Li, Yueyuan
  • Teng, Fei
  • Pedrycz, Witold

Abstract

Social 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.

Suggested Citation

  • Wang, Peng & Liu, Peide & Li, Yueyuan & Teng, Fei & Pedrycz, Witold, 2024. "Trust exploration- and leadership incubation- based opinion dynamics model for social network group decision-making: A quantum theory perspective," European Journal of Operational Research, Elsevier, vol. 317(1), pages 156-170.
    • Handle: RePEc:eee:ejores:v:317:y:2024:i:1:p:156-170
    DOI: 10.1016/j.ejor.2024.03.025
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0377221724002236
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.ejor.2024.03.025?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Decui Liang & Fangshun Li & Zeshui Xu, 2023. "A group-based FMEA approach with dynamic heterogeneous social network consensus reaching model for uncertain reliability assessment," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 74(1), pages 33-47, January.
    2. Liu, Bingsheng & Zhou, Qi & Ding, Ru-Xi & Palomares, Iván & Herrera, Francisco, 2019. "Large-scale group decision making model based on social network analysis: Trust relationship-based conflict detection and elimination," European Journal of Operational Research, Elsevier, vol. 275(2), pages 737-754.
    3. Tong, Huagang & Zhu, Jianjun, 2023. "A parallel approach with the strategy-proof mechanism for large-scale group decision making: An application in industrial internet," European Journal of Operational Research, Elsevier, vol. 311(1), pages 173-195.
    4. Sumin Yu & Zhijiao Du & Xuanhua Xu, 2021. "Hierarchical Punishment-Driven Consensus Model for Probabilistic Linguistic Large-Group Decision Making with Application to Global Supplier Selection," Group Decision and Negotiation, Springer, vol. 30(6), pages 1343-1372, December.
    5. Li, Yanhong & Kou, Gang & Li, Guangxu & Peng, Yi, 2022. "Consensus reaching process in large-scale group decision making based on bounded confidence and social network," European Journal of Operational Research, Elsevier, vol. 303(2), pages 790-802.
    6. Zhen Zhang & Zhuolin Li, 2023. "Consensus-based TOPSIS-Sort-B for multi-criteria sorting in the context of group decision-making," Annals of Operations Research, Springer, vol. 325(2), pages 911-938, June.
    7. García-Zamora, Diego & Dutta, Bapi & Massanet, Sebastia & Riera, Juan Vicente & Martínez, Luis, 2023. "Relationship between the distance consensus and the consensus degree in comprehensive minimum cost consensus models: A polytope-based analysis," European Journal of Operational Research, Elsevier, vol. 306(2), pages 764-776.
    8. Meng, Fan-Yong & Gong, Zai-Wu & Pedrycz, Witold & Chu, Jun-Fei, 2023. "Selfish-dilemma consensus analysis for group decision making in the perspective of cooperative game theory," European Journal of Operational Research, Elsevier, vol. 308(1), pages 290-305.
    9. Chao, Xiangrui & Kou, Gang & Peng, Yi & Viedma, Enrique Herrera, 2021. "Large-scale group decision-making with non-cooperative behaviors and heterogeneous preferences: An application in financial inclusion," European Journal of Operational Research, Elsevier, vol. 288(1), pages 271-293.
    10. Guo, Weiwei & Gong, Zaiwu & Zhang, Wei-Guo & Xu, Yanxin, 2023. "Minimum cost consensus modeling under dynamic feedback regulation mechanism considering consensus principle and tolerance level," European Journal of Operational Research, Elsevier, vol. 306(3), pages 1279-1295.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Pan Shu & Junfeng Chu & Yanyan Wang & Yingming Wang, 2025. "A Prospect Theory-Based Consensus Method for Heterogeneous Large-Scale Group Decision-Making," Group Decision and Negotiation, Springer, vol. 34(6), pages 1371-1400, December.
    2. Tang, Jie & Li, Zi-Jun & Meng, Fan-Yong & Gong, Zai-Wu & Pedrycz, Witold, 2025. "Biform game consensus analysis of group decision making with unconnected social network," European Journal of Operational Research, Elsevier, vol. 324(1), pages 259-275.
    3. Tao, Miaomiao & Saadaoui, Jamel, 2025. "The Economic Cost of Nationalism," MPRA Paper 125113, University Library of Munich, Germany.
    4. Wen, Tao & Zheng, Rui & Wu, Ting & Liu, Zeyi & Zhou, Mi & Syed, Tahir Abbas & Ghataoura, Darminder & Chen, Yu-wang, 2025. "Formulating opinion dynamics from belief formation, diffusion and updating in social network group decision-making: Towards developing a holistic framework," European Journal of Operational Research, Elsevier, vol. 325(3), pages 381-399.
    5. Nie, Tengfei & Bao, Hengjia & Huang, Rongji & Du, Shaofu, 2026. "Opaque pricing strategy with social network effects," Omega, Elsevier, vol. 138(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Meng, Fan-Yong & Zhao, Deng-Yu & Gong, Zai-Wu & Chu, Jun-Fei & Pedrycz, Witold & Yuan, Zhe, 2024. "Consensus adjustment for multi-attribute group decision making based on cross-allocation," European Journal of Operational Research, Elsevier, vol. 318(1), pages 200-216.
    2. Shen, Yufeng & Ma, Xueling & Kou, Gang & Rodríguez, Rosa M. & Zhan, Jianming, 2025. "Consensus methods with Nash and Kalai–Smorodinsky bargaining game for large-scale group decision-making," European Journal of Operational Research, Elsevier, vol. 321(3), pages 865-883.
    3. Wen, Tao & Zheng, Rui & Wu, Ting & Liu, Zeyi & Zhou, Mi & Syed, Tahir Abbas & Ghataoura, Darminder & Chen, Yu-wang, 2025. "Formulating opinion dynamics from belief formation, diffusion and updating in social network group decision-making: Towards developing a holistic framework," European Journal of Operational Research, Elsevier, vol. 325(3), pages 381-399.
    4. Ding, Ru-Xi & Yang, Bing & Huang, Yibo & Zhang, Yankai & Chiclana, Francisco, 2026. "Social network-based overlapping community clustering and feedback mechanism for large-scale group decision making," European Journal of Operational Research, Elsevier, vol. 329(2), pages 518-535.
    5. Xu, Yuan & Liu, Shifeng & Cheng, T.C.E. & Feng, Xue & Wang, Jun & Shang, Xiaopu, 2025. "Opinion convergence and management: Opinion dynamics in interactive group decision-making," European Journal of Operational Research, Elsevier, vol. 323(3), pages 938-951.
    6. Siqi Zhang & Jianjun Zhu, 2025. "Conflict Elimination Mechanism in Group Decision-Making Guided by Quantum-Integrated Personalized Risk Attitudes," Group Decision and Negotiation, Springer, vol. 34(5), pages 993-1034, October.
    7. Li, Yulong & Wang, Zhuang & Shen, Yinghua & Pedrycz, Witold, 2026. "Cost management with default risk in large-scale group decision making: A method based on cooperative bargaining game," European Journal of Operational Research, Elsevier, vol. 329(2), pages 556-576.
    8. Wei, Jinpeng & Xu, Xuanhua & Qu, Shaojian & Wang, Qiuhan, 2025. "Consensus modeling for maximum expert with quadratic cost under various uncertain contexts: A data-driven robust approach," European Journal of Operational Research, Elsevier, vol. 323(1), pages 192-207.
    9. Tang, Jie & Li, Zi-Jun & Meng, Fan-Yong & Gong, Zai-Wu & Pedrycz, Witold, 2025. "Biform game consensus analysis of group decision making with unconnected social network," European Journal of Operational Research, Elsevier, vol. 324(1), pages 259-275.
    10. Zhang, Siqi & Zhu, Jianjun, 2025. "Eliminating conflicts in group decision-making: Exploring potential information cocoon effects across varied levels of psychological resilience," European Journal of Operational Research, Elsevier, vol. 326(3), pages 544-557.
    11. Lang, Ningning & Wang, Lin & Zha, Quanbo, 2026. "Network game in group decision making: Managing consensus with incentive and interaction interventions," European Journal of Operational Research, Elsevier, vol. 329(3), pages 950-965.
    12. Pan Shu & Junfeng Chu & Yanyan Wang & Yingming Wang, 2025. "A Prospect Theory-Based Consensus Method for Heterogeneous Large-Scale Group Decision-Making," Group Decision and Negotiation, Springer, vol. 34(6), pages 1371-1400, December.
    13. Jana Goers & Graham Horton, 2024. "On the Combinatorial Acceptability Entropy Consensus Metric for Multi-Criteria Group Decisions," Group Decision and Negotiation, Springer, vol. 33(5), pages 1247-1268, October.
    14. Li, Yanhong & Kou, Gang & Li, Guangxu & Peng, Yi, 2022. "Consensus reaching process in large-scale group decision making based on bounded confidence and social network," European Journal of Operational Research, Elsevier, vol. 303(2), pages 790-802.
    15. Xiangrui Chao & Yucheng Dong & Gang Kou & Yi Peng, 2022. "How to determine the consensus threshold in group decision making: a method based on efficiency benchmark using benefit and cost insight," Annals of Operations Research, Springer, vol. 316(1), pages 143-177, September.
    16. Weiqiao Liu & Jianjun Zhu & Peide Liu & Peng Wang & Wen Song, 2023. "A Linguistic Cloud-Based Consensus Framework with Three Behavior Classifications Under Trust-Interest Relations," Group Decision and Negotiation, Springer, vol. 32(6), pages 1497-1533, December.
    17. Dombi, József & Jónás, Tamás, 2024. "Consensus measures based on a fuzzy concept," European Journal of Operational Research, Elsevier, vol. 315(2), pages 642-653.
    18. Bisht, Garima & Pal, A.K., 2024. "Three-way decisions based multi-attribute decision-making with utility and loss functions," European Journal of Operational Research, Elsevier, vol. 316(1), pages 268-281.
    19. Jana Goers & Marten Eckardt & Edgar Blumenthal & Graham Horton, 2026. "CMAA–AHP: combinatorial multicriteria acceptability analysis with the analytic hierarchy process," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 34(1), pages 21-48, March.
    20. Tiantian Gai & Mingshuo Cao & Francisco Chiclana & Zhen Zhang & Yucheng Dong & Enrique Herrera-Viedma & Jian Wu, 2023. "Consensus-trust Driven Bidirectional Feedback Mechanism for Improving Consensus in Social Network Large-group Decision Making," Group Decision and Negotiation, Springer, vol. 32(1), pages 45-74, February.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ejores:v:317:y:2024:i:1:p:156-170. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eor .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.