[HTML][HTML] From conventional group decision making to large-scale group decision making: What are the challenges and how to meet them in big data era? A state-of …

M Tang, H Liao - Omega, 2021 - Elsevier
Abstract The arrival of Big Data era has brought large, complex, and growing data generated
from numerous sources. Due to the power in felicitous decision making based on diverse …

[HTML][HTML] Consensus reaching process in large-scale group decision making based on bounded confidence and social network

Y Li, G Kou, G Li, Y Peng - European Journal of Operational Research, 2022 - Elsevier
Consensus reaching process (CRP) is a dynamic and interactive method used to reach a
group decision. Now that social networks and mobile internet are prominent features in daily …

Expertise-structure and risk-appetite-integrated two-tiered collective opinion generation framework for large-scale group decision making

ZS Chen, X Zhang, RM Rodríguez… - … on Fuzzy Systems, 2022 - ieeexplore.ieee.org
The generation of collective preference assessments occupies a critical position in deriving
accurate and reliable alternative rankings in the context 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 …

Consensus of large-scale group decision making in social network: the minimum cost model based on robust optimization

Y Lu, Y Xu, E Herrera-Viedma, Y Han - Information Sciences, 2021 - Elsevier
Recently, large-scale group decision making (LSGDM) in social network comes into being.
In the practical consensus of LSGDM, the unit adjustment cost of experts is difficult to obtain …

[HTML][HTML] Large-scale group decision-making with non-cooperative behaviors and heterogeneous preferences: an application in financial inclusion

X Chao, G Kou, Y Peng, EH Viedma - European Journal of Operational …, 2021 - Elsevier
Non-cooperative behavior is a common situation in large-scale group decision-making
(LSGDM) problems. In addition, decision makers in LSGDM often use different preference …

Large-Scale decision-making: Characterization, taxonomy, challenges and future directions from an Artificial Intelligence and applications perspective

RX Ding, I Palomares, X Wang, GR Yang, B Liu… - Information fusion, 2020 - Elsevier
The last decade witnessed tremendous developments in social media and e-democracy
technologies. A fundamental aspect in these paradigms is that the number of decision …

Large-scale group decision making model based on social network analysis: Trust relationship-based conflict detection and elimination

B Liu, Q Zhou, RX Ding, I Palomares… - European Journal of …, 2019 - Elsevier
The paper proposes a Trust Relationship-based Conflict Detection and Elimination decision
making (TR-CDE) model, applicable for Large-scale Group Decision Making (LSGDM) …

Multicriteria Pythagorean fuzzy decision analysis: A hierarchical QUALIFLEX approach with the closeness index-based ranking methods

X Zhang - Information Sciences, 2016 - Elsevier
Pythagorean fuzzy set initially developed by Yager (2014) is a new tool to model imprecise
and ambiguous information in multicriteria decision making problems. In this paper, we …

Consensus model for multi-criteria large-group emergency decision making considering non-cooperative behaviors and minority opinions

X Xu, Z Du, X Chen - Decision Support Systems, 2015 - Elsevier
Emergency situations often demand high-quality decision-making results because a wrong
decision may cause incalculable losses. Therefore, in such cases, the views of all decision …