Adaptive consensus support model for group decision making systems

Authors:
Shyi-Ming Chen;Li-Wei Lee;Szu-Wei Yang;Tian-Wei Sheu
Affiliations:
Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan, ROC;Department of Computer and Communication Engineering, De Lin Institute of Technology, New Taipei City, Taiwan, ROC;Department of Education, National Taichung University of Education, Taichung, Taiwan, ROC;Graduate Institute of Educational Measurement and Statistics, National Taichung University of Education, Taichung, Taiwan, ROC
Venue:
Expert Systems with Applications: An International Journal
Year:
2012

Citing 12
Cited 2

A model of consensus in group decision making under linguistic assessments

Fuzzy Sets and Systems
A rational consensus model in group decision making using linguistic assessments

Fuzzy Sets and Systems
A fusion approach for managing multi-granularity linguistic term sets in decision making

Fuzzy Sets and Systems
An adaptive consensus support model for group decision-making problems in a multigranular fuzzy linguistic context

IEEE Transactions on Fuzzy Systems
A general class of simple majority decision rules based on linguistic opinions

Information Sciences: an International Journal
Linguistic labels for expressing fuzzy preference relations infuzzy group decision making

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
A model based on linguistic 2-tuples for dealing with multigranularhierarchical linguistic contexts in multi-expert decision-making

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
A satisfactory-oriented approach to multiexpert decision-making with linguistic assessments

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Linguistic-labels aggregation and consensus measure for autocratic decision making using group recommendations

IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
A Consensus Support System Model for Group Decision-Making Problems With Multigranular Linguistic Preference Relations

IEEE Transactions on Fuzzy Systems
A Consensus Model for Group Decision Making With Incomplete Fuzzy Preference Relations

IEEE Transactions on Fuzzy Systems
Autocratic Decision Making Using Group Recommendations Based on the ILLOWA Operator and Likelihood-Based Comparison Relations

IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans

Fuzzy decision making based on hesitant fuzzy linguistic term sets

ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part I
Revisiting the supplier selection problem: An integrated approach for group decision support

Expert Systems with Applications: An International Journal

Quantified Score

Hi-index	12.05

Visualization

Abstract

In this paper, we present an adaptive consensus support model for group decision making systems based on intervals of linguistic 2-tuples. The proposed method has the following advantages: (1) the evaluating values can either be represented by linguistic terms or intervals of linguistic terms, (2) if the required consensus degree is too high, then the proposed adaptive consensus support model can modify experts' preferences to improve convergence toward a higher consensus degree or a sufficient agreement for group decision making and (3) the proposed method is an interactive method, where each expert can modify the adjustments made by the system during the consensus reaching process if he/she does not agree with the adjustments made by the system. The proposed adaptive consensus support model can overcome the drawback of Mata et al.'s method (2009). It provides us with a useful way for adaptive consensus support for group decision making based on intervals of linguistic 2-tuples.