Self-Confidence Rationality Identification of Group Decision Making Based on Consensus Analysis
Bibliographic Data
| ID | 22108879 |
|---|---|
| Authors | Fan-Yong Meng (0000-0001-9636-3479, Central South University), You Lv (0000-0001-5139-276X, Central South University), Zong-Run Wang (Central South University) |
| Year | 2024 |
| Volume | 11 |
| Issue | 1 |
| Pages | 919-932 |
| Publication date | 2024-02-01 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | IEEE Transactions on Computational Social Systems (JOURNAL) |
| Journal identifiers | ISSN: 2329-924X • E-ISSN: 2373-7476 |
| Publisher | Institute of Electrical and Electronics Engineers (IEEE) (PUBLISHER) |
| DOI | 10.1109/tcss.2022.3223795 |
| OpenAlex | W4312928724 |
| Language | EN |
| Citations received | 2 |
| References cited | 67 |
This article focuses on the consensus-reaching process (CRP) for group decision-making with self-confidence (SC) and considers personalized individual semantics (PIS). To identify the rationality of SC, this article first uses PIS to transform linguistic variables into numerical variables, by which initial SC-based adjustment intervals are derived. Further, maximum and minimum programming models at three layers are conducted to derive adjustment intervals in view of consensus analysis, by which SC-based revision adjustment intervals are obtained. Moreover, the rationality of SC-based revision adjustment intervals is judged by consensus models. When irrationality is identified, the model for minimizing consensus adjustment under the given consensus level is built. In this process, if corresponding decision-makers show non-cooperative behaviors, different penalty rules are recommended in various cases. Finally, the proposed method is applied to select ideal medical care and nursing institutions, and sensitivity and comparative analyses are performed
Confidence interval · Irrationality · Rationality · Statistics · Bayesian Modeling and Causal Inference · Cognitive Science and Mapping · Computer Science · Law · Mathematics · Multi-Criteria Decision Making · Psychology · Social Psychology · Artificial Intelligence
The concept of a linguistic variable and its application to approximate reasoning—I
The Novel Data-Driven Robust Maximum Expert Mixed Integer Consensus Models Under Multirole’s Opinions Uncertainty by Considering Noncooperators
A Robust Minimum-Cost Consensus Model With Uncertain Aggregation Weights Based on Data-Driven Method
Consensus-trust Driven Bidirectional Feedback Mechanism for Improving Consensus in Social Network Large-group Decision Making
A Feedback Mechanism With Bounded Confidence- Based Optimization Approach for Consensus Reaching in Multiple Attribute Large-Scale Group Decision-Making
| Citations per year | 0.67 |
|---|---|
| Citation span | 2023 - 2026 (4) |
| Highly cited | No |