How to process local and global consensus? A large-scale group decision making model based on social network analysis with probabilistic linguistic information

H Liao, X Li, M Tang - Information Sciences, 2021 - Elsevier
With the rapid development of societal and technological paradigms, large-scale group
decision making becomes an emerging topic. In conventional group decision making …

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 …

A large-scale group decision-making model with no consensus threshold based on social network analysis

X Liang, J Guo, P Liu - Information Sciences, 2022 - Elsevier
Recently, large-scale group decision-making in the social network context has become an
attractive research hotspot in decision science. The focus of large-scale group decision …

A clustering-and maximum consensus-based model for social network large-scale group decision making with linguistic distribution

P Liu, K Zhang, P Wang, F Wang - Information Sciences, 2022 - Elsevier
Nowadays, with the increasing complexity of decision-making environment, more and more
large-scale group decision making (LGDM) problems are faced. Due to the existence of …

[HTML][HTML] Consensus reaching for social network group decision making with ELICIT information: A perspective from the complex network

Z Hua, X Jing, L Martínez - Information Sciences, 2023 - Elsevier
Consensus reaching is essential in group decision-making (GDM) since it can mitigate
conflicts between expert opinions and promotes the further implementation of decision …

Consensus convergence in large-group social network environment: Coordination between trust relationship and opinion similarity

Z Du, S Yu, H Luo, X Lin - Knowledge-Based Systems, 2021 - Elsevier
Group decision-making (GDM) in large-group social network environment (LGSNE) has
attracted considerable attention in the field of decision science. Social relationships exist …

A cyclic dynamic trust-based consensus model for large-scale group decision making with probabilistic linguistic information

X Tan, J Zhu, FJ Cabrerizo, E Herrera-Viedma - Applied Soft Computing, 2021 - Elsevier
This paper investigates a consensus reaching process (CRP) considering dynamic trust in
large-scale group decision making (LSGDM). In the traditional trust-based consensus …

Consensus model handling minority opinions and noncooperative behaviors in large-scale group decision-making under double hierarchy linguistic preference …

X Gou, Z Xu, H Liao, F Herrera - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the rapid development of society and continual progress of science and technology,
large-scale group decision-making (LSGDM) problems are very commonly encountered in …

Large-scale three-way group consensus decision considering individual competition behavior in social networks

D Liang, W Duan - Information Sciences, 2023 - Elsevier
In social networks, decision makers of group decision-making (GDM) can have interactive
behaviors with different individual relationships. With large-scale group participation …

[HTML][HTML] Consensus model based on probability k-means clustering algorithm for large scale group decision making

Q Liu, H Wu, Z Xu - International Journal of Machine Learning and …, 2021 - Springer
Nowadays, the increasing complexity of the social environment brings much difficulty in
group decision making. The more uncertainty exists in a decision-making problem, the more …