Network-based evidential three-way theoretic model for large-scale group decision analysis

Z Liu, X He, Y Deng - Information Sciences, 2021 - Elsevier
Social relationships are critical to the group decision-making (GDM) process, especially for
large-scale scenarios. Conventional GDM models have several drawbacks when applied to …

Dynamic relationship network analysis based on louvain algorithm for large-scale group decision making

M Li, J Qin, T Jiang, W Pedrycz - International Journal of …, 2021 - atlantis-press.com
In most existing large-scale group decision making (LSGDM) problems, the relationships
between decision makers (DMs) are usually ignored or regarded as static. However, in …

A sentiment analysis-based two-stage consensus model of large-scale group with core-periphery structure

Y Liang, Y Ju, P Dong, XJ Zeng, L Martínez, J Dong… - Information …, 2023 - Elsevier
The development of big data and social media has driven large-scale group decision
making (LSGDM) to merge with social networks and focus on individual behavioral factors …

Facilitating large-scale group decision-making in social networks: A bi-level consensus model with social influence

Y Tu, J Song, Y Xie, X Zhou, B Lev - Information Fusion, 2024 - Elsevier
Nowadays, more and more decision-makers (DMs) are engaging in group decision-making
(GDM) within certain social relationship networks. Therefore, understanding how to leverage …

A k-core decomposition-based opinion leaders identifying method and clustering-based consensus model for large-scale group decision making

P Gao, J Huang, Y Xu - Computers & Industrial Engineering, 2020 - Elsevier
Due to the development of network technology, large-scale group decision making (LSGDM)
has become increasingly concerned. In this paper, a k-core decomposition-based opinion …

A two-stage dynamic influence model-achieving decision-making consensus within large scale groups operating with incomplete information

S Li, C Wei - Knowledge-Based Systems, 2020 - Elsevier
The decision making environment has been dramatically affected by rapid developments in
society and the economy. Large-scale group decision making (LSGDM) based on social …

[HTML][HTML] An influence network-based consensus model for large-scale group decision making with linguistic information

S Yao, M Gu - International Journal of Computational Intelligence …, 2022 - Springer
The vast majority of the existing social network-based group decision-making models
require extra information such as trust/distrust, influence and so on. However, in practical …

Measure-based group decision-making with principle-guided social interaction influence for incomplete information: A game theoretic perspective

Z Liu, Y Deng, RR Yager - IEEE Transactions on Fuzzy …, 2021 - ieeexplore.ieee.org
The consideration of social influence in solving group decision-making (GDM) problems has
caused widespread concern in recent years. In most cases, the interaction of experts and the …

Knowledge structure-based consensus-reaching method for large-scale multiattribute group decision-making

YW Du, Q Chen, YL Sun, CH Li - Knowledge-Based Systems, 2021 - Elsevier
Large-scale multiattribute group decision-making (LMGDM) requires a large number of
participants with different knowledge structures. This study proposed an LMGDM consensus …

Distance-based large-scale group decision-making method with group influence

Q Zhan, C Fu, M Xue - International Journal of Fuzzy Systems, 2021 - Springer
Large-scale group decision making (LSGDM), which involves a large number of decision
makers, has become a hot topic in the field of decision making. To address LSGDM …