Consistency and trust relationship-driven social network group decision-making method with probabilistic linguistic information

F Jin, M Cao, J Liu, L Martínez, H Chen - Applied Soft Computing, 2021 - Elsevier
… The processes of consistency-adjustment and expert weights determination play a key role
… a novel probabilistic linguistic GDM method with consistency-adjustment algorithm and trust

Trust modeling based on probabilistic linguistic term sets and the MULTIMOORA method

Y Wang, L Tian, Z Wu - Expert Systems with Applications, 2021 - Elsevier
… fuzzy linguistic term sets (HFLTS), called probabilistic linguistic term sets (PLTS), as our trust
… value using hesitant fuzzy linguistic term set (HFLTS), which are more consistent with the …

Trust risk test-based group consensus with probabilistic linguistic preference relations under social networks

X Han, J Zhan, Z Xu, L Mart - IEEE Transactions on Fuzzy …, 2024 - ieeexplore.ieee.org
… missing judgment determination using analytic probability and additive consistency, but it
lacks … [10] in adapting soft consensus metrics for unbalanced fuzzy linguistic information, aim to …

Unit consensus cost-based approach for group decision-making with incomplete probabilistic linguistic preference relations

P Liu, R Dang, P Wang, X Wu - Information Sciences, 2023 - Elsevier
… In group decision-making, the incomplete probabilistic linguisticconsistency, the social
trust network (STN), and unit cost consensus adjustment. First, an InPLPR consistency measure …

A dynamic large-scale multiple attribute group decision-making method with probabilistic linguistic term sets based on trust relationship and opinion correlation

F Teng, C Du, M Shen, P Liu - Information Sciences, 2022 - Elsevier
… elements and the advantages of probabilistic linguistic term sets (PLTSs) in … probabilistic
linguistic DLMAGDM method. First of all, a dynamic weight determination model based on trust

Managing multi-granular probabilistic linguistic information in large-scale group decision making: A personalized individual semantics-based consensus model

Y Liu, Y Yang, L Sun, A Huang - Expert Systems with Applications, 2023 - Elsevier
… to use natural language to express their trust preferences in social … trust network where experts
use PLTSs to express their trust … This section presents a consistency index for PLPRs and …

Large-scale consensus with dynamic trust and optimal reference in social network under incomplete probabilistic linguistic circumstance

X Tian, W Ma, L Wu, M Xie, G Kou - Information Sciences, 2024 - Elsevier
… that can be effectively characterized by probabilistic linguistic term set (PLTS)… trust lift score
as an advanced trust constraint and develop a clustering method for PLTSs based on the trust

An incomplete probabilistic linguistic multi-attribute group decision making method based on a three-dimensional trust network

M Zhao, D Kou, L Li, M Lin - Applied Intelligence, 2023 - Springer
trust network is extended to the three-dimensional form, and the probabilistic linguistic term
sets are used to express the trust … of incomplete information, the trust transfer function is …

A large-scale group consensus reaching approach considering self-confidence with two-tuple linguistic trust/distrust relationship and its application in life cycle …

M Zhou, YQ Zheng, YW Chen, BY Cheng… - Information …, 2023 - Elsevier
… preference relation (DLPR), which uses probabilistic distribution to … trust or distrust linguistic
variable, ii) give both trust and distrust linguistic variables, or iii) not express any trust/distrust …

A trust propagation and collaborative filtering based method for incomplete information in social network group decision making with type-2 linguistic trust

J Wu, J Chang, Q Cao, C Liang - Computers & Industrial Engineering, 2019 - Elsevier
… Combining the bilattice trust structure with linguistic preference evaluation, we propose a
new definition of the type-2 linguistic trust function to reflect the trust relationship in social …