Large-scale group decision making: a systematic review and a critical analysis

D García-Zamora, Á Labella, W Ding… - IEEE/CAA Journal of …, 2022 - ieeexplore.ieee.org
The society in the digital transformation era demands new decision schemes such as e-
democracy or based on social media. Such novel decision schemes require the participation …

A consensus model to detect and manage noncooperative behaviors in large-scale group decision making

I Palomares, L Martinez… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Consensus reaching processes in group decision making attempt to reach a mutual
agreement among a group of decision makers before making a common decision. Different …

Human perceptions of fairness in algorithmic decision making: A case study of criminal risk prediction

N Grgic-Hlaca, EM Redmiles, KP Gummadi… - Proceedings of the 2018 …, 2018 - dl.acm.org
As algorithms are increasingly used to make important decisions that affect human lives,
ranging from social benefit assignment to predicting risk of criminal recidivism, concerns …

A large scale consensus reaching process managing group hesitation

RM Rodríguez, Á Labella, G De Tré… - Knowledge-Based Systems, 2018 - Elsevier
Nowadays due to the social networks and the technological development, large-scale group
decision making (LS-GDM) problems are fairly common and decisions that may affect to lots …

Consensus under a fuzzy context: Taxonomy, analysis framework AFRYCA and experimental case of study

I Palomares, FJ Estrella, L Martínez, F Herrera - Information Fusion, 2014 - Elsevier
Consensus reaching processes play an increasingly important role in the resolution of group
decision making problems: a solution acceptable to all the experts participating in a problem …

A statistical comparative study of different similarity measures of consensus in group decision making

F Chiclana, JMT García, MJ del Moral… - Information …, 2013 - Elsevier
An essential aim in group decision making (GDM) problems is to achieve a high level of
consensus among experts. Consensus is defined as general or widespread agreement, and …

Analyzing the performance of classical consensus models in large scale group decision making: A comparative study

Á Labella, Y Liu, RM Rodríguez, L Martínez - Applied Soft Computing, 2018 - Elsevier
Consensus reaching processes (CRPs) in group decision making (GDM) attempt to reach a
mutual agreement among a group of decision makers before making a common decision …

[HTML][HTML] SAPEVO-M: a group multicriteria ordinal ranking method

CFS Gomes, M Santos, LFHSB Teixeira… - Pesquisa …, 2020 - SciELO Brasil
This paper proposes a new ordinal method to rank alternatives with multiple criteria and
decision makers (DMs). This is a decision group ordinal method called SAPEVO-M, an …

Consensus-based group decision making under multi-granular unbalanced 2-tuple linguistic preference relations

Y Dong, CC Li, Y Xu, X Gu - Group Decision and Negotiation, 2015 - Springer
In group decision making (GDM) situations, it is quite natural that the decision makers who
may have different background and knowledge will provide their preferences by means of …

Managing experts behavior in large-scale consensus reaching processes with uninorm aggregation operators

FJ Quesada, I Palomares, L Martinez - Applied Soft Computing, 2015 - Elsevier
In many real-life large scale group decision making problems, it can be necessary and
convenient a consensus reaching process, which is an iterative procedure aimed at seeking …