Distributed linguistic representations in decision making: Taxonomy, key elements and applications, and challenges in data science and explainable artificial …

Y Wu, Z Zhang, G Kou, H Zhang, X Chao, CC Li… - Information …, 2021 - Elsevier
Distributed linguistic representations are powerful tools for modelling the uncertainty and
complexity of preference information in linguistic decision making. To provide a …

Consistency and consensus-driven models to personalize individual semantics of linguistic terms for supporting group decision making with distribution linguistic …

X Tang, Z Peng, Q Zhang, W Pedrycz, S Yang - Knowledge-Based Systems, 2020 - Elsevier
Distribution linguistic preference relations (DLPRs) that model linguistic expressions with the
aid of probabilistic distributions of multiple linguistic terms provide an effective tool to …

[HTML][HTML] Managing ignorance elements and personalized individual semantics under incomplete linguistic distribution context in group decision making

CC Li, Y Gao, Y Dong - Group Decision and Negotiation, 2021 - Springer
Linguistic distribution expressions provide a flexible way for decision makers to express their
opinions in linguistic decision making. When working with a linguistic distribution, words …

Managing personalized individual semantics and consensus in linguistic distribution large-scale group decision making

J Xiao, X Wang, H Zhang - Information Fusion, 2020 - Elsevier
A linguistic distribution assessment is an effective approach to represent uncertain
preferences in large-scale group decision making (LSGDM). The same word often signifies …

Managing multigranular linguistic distribution assessments in large-scale multiattribute group decision making

Z Zhang, C Guo, L Martínez - IEEE Transactions on Systems …, 2016 - ieeexplore.ieee.org
Linguistic large-scale group decision making (LGDM) problems are more and more common
nowadays. In such problems a large group of decision makers are involved in the decision …

Managing multi-granularity linguistic information in qualitative group decision making: an overview

Z Xu, H Wang - Granular Computing, 2016 - Springer
Linguistic term sets are usually preferred to represent evaluations and preferences in
qualitative group decision making (QGDM). Due to the different backgrounds and levels of …

Consistency and consensus measures for linguistic preference relations based on distribution assessments

G Zhang, Y Dong, Y Xu - Information Fusion, 2014 - Elsevier
In this paper, we propose the concept of distribution assessments in a linguistic term set, and
study the operational laws of linguistic distribution assessments. The weighted averaging …

Linguistic aggregation operators: an overview

Z Xu - Fuzzy sets and their extensions: representation …, 2008 - Springer
Linguistic aggregation operators are a powerful tool to aggregate linguistic information,
which have been studied and applied in a wide variety of areas, including engineering …

Data-driven method to learning personalized individual semantics to support linguistic multi-attribute decision making

CC Li, Y Dong, H Liang, W Pedrycz, F Herrera - Omega, 2022 - Elsevier
In parallel with the development of information and network technology, large amounts of
data are being generated by the Internet, and data-driven methodologies are now often …

Multi-granular unbalanced linguistic distribution assessments with interval symbolic proportions

Y Dong, Y Wu, H Zhang, G Zhang - Knowledge-Based Systems, 2015 - Elsevier
Linguistic distribution assessments with exact symbolic proportions have been recently
presented. Due to various subjective and objective conditions, it is often difficult for decision …