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 decision process is implemented as a dynamic process aimed to select the final decision
… the we refer to this decision making event as a Large-Scale Decision Making (LSDM) event. …

A clustering method for large-scale group decision-making with multi-stage hesitant fuzzy linguistic terms

Z Ma, J Zhu, K Ponnambalam, S Zhang - Information Fusion, 2019 - Elsevier
… A large-scale group decision-making (LGDM) problem is … process is helpful for breaking
down the larger problem into smaller pieces for simplification purposes, and a selection process

Social network community analysis based large-scale group decision making approach with incomplete fuzzy preference relations

J Chu, Y Wang, X Liu, Y Liu - Information Fusion, 2020 - Elsevier
… and a mass of decision data provided by the participators. … social relationships among group
decision makers should be … of original decision information, in which the group closeness …

Managing multigranular unbalanced hesitant fuzzy linguistic information in multiattribute large-scale group decision making: A linguistic distribution-based approach

Z Zhang, W Yu, L Martínez… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… mands, more and more decision makers are involved in the process of group decision
making, which is called large-scale group decision making (LGDM). For an LGDM problem with …

Large-scale group decision making with multiple stakeholders based on probabilistic linguistic preference relation

Y Song, J Hu - Applied Soft Computing, 2019 - Elsevier
… A large number of stakeholders take part in the process of decision making, namely, large-scale
group decision making (LGDM) problems. Every stakeholder utilises a linguistic …

A cohesion-driven consensus reaching process for large scale group decision making under a hesitant fuzzy linguistic term sets environment

RM Rodríguez, Á Labella, M Sesma-Sara… - Computers & Industrial …, 2021 - Elsevier
… in the decision making processes. This kind of decision making problems are called large-scale
group decision making (LSGDM) (Chen & Liu, 2006). The complexity of dealing with a …

A two-stage optimization model for large-scale group decision-making in disaster management: minimizing group conflict and maximizing individual satisfaction

Q Wan, X Xu, X Chen, J Zhuang - Group Decision and Negotiation, 2020 - Springer
… one hand, more decision makers means more heterogeneous … decision makers and effectively
aggregate large-scale groupdecision makers increase the complexity of decision-making

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
… occupies a critical position in deriving accurate and reliable alternative rankings in the
context of large-scale group decision making (LSGDM). In general, the collective opinion …

Social network analysis-based consensus-supporting framework for large-scale group decision-making with incomplete interval type-2 fuzzy information

Z Tian, R Nie, J Wang - Information Sciences, 2019 - Elsevier
Group decision making (GDM) is a type of participatory procedure in which two or more
decision makers (DMs) or experts collectively achieve a common solution for a decision-making

Big data-enabled large-scale group decision making for circular economy: An emerging market context

S Modgil, S Gupta, U Sivarajah, B Bhushan - … Forecasting and Social …, 2021 - Elsevier
… stakeholders as important decision makers. This research is … a framework for large scale
decision making. In these cases, … of big data and large-scale group decision making by …