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Distribution Linguistic Fuzzy Group Decision Making Based on Consistency and Consensus Analysis
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In: Mathematics ; Volume 9 ; Issue 19 (2021)
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Developing Universally Applicable Service Quality Assessment Model Based on the Theory of Consumption Values, and Using Fuzzy Linguistic Preference Relations to Empirically Test Three Industries
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In: Mathematics ; Volume 9 ; Issue 20 (2021)
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Dealing with Incomplete Information in Linguistic Group Decision Making by Means of Interval Type-2 Fuzzy Sets
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Abstract:
The file attached to this record is the author's final peer reviewed version. The Publisher's final version can be found by following the DOI link. ; Nowadays in the social network based decision making processes, as the ones involved in e-commerce and e-democracy, multiple users with di erent backgrounds may take part and diverse alternatives might be involved. This diversity enriches the process but at the same time increases the uncertainty in the opinions. This uncertainty can be considered from two di erent perspectives: (i) the uncertainty in the meaning of the words given as preferences, that is motivated by the heterogeneity of the decision makers, (ii) the uncertainty inherent to any decision making process that may lead to an expert not being able to provide all their judgments. The main objective of this contribution is to address these two type of uncertainty. To do so the following approaches are proposed: Firstly, in order to capture, process and keep the uncertainty in the meaning of the linguistic assumption the Interval Type 2 Fuzzy Sets are introduced as a way to model the experts linguistic judgments. Secondly, a measure of the coherence of the information provided by each decision maker is proposed. Finally, a consistency based completion approach is introduced to deal with the uncertainty presented in the expert judgments. The proposed approach is tested in an e-democracy decision making scenario.
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Keyword:
; consistency; e-democracy; Group decision making; Incomplete information; Interval type 2 fuzzy sets; Linguistic preference relations; Uncertainty
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URL: https://doi.org/10.1002/int.22095
http://hdl.handle.net/2086/17489
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A Linguistic Hierarchy Model with Self-Confidence Preference Relations and Its Application in Co-Regulation of Food Safety in China
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In: International Journal of Environmental Research and Public Health ; Volume 16 ; Issue 16 (2019)
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Expanding Grey Relational Analysis With the Comparable Degree for Dual Probabilistic Multiplicative Linguistic Term Sets and Its Application on the Cloud Enterprise
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Selecting the Optimal Mine Ventilation System via a Decision Making Framework under Hesitant Linguistic Environment
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In: Symmetry ; Volume 10 ; Issue 7 (2018)
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A Review of Fuzzy Sets in Decision Sciences: Achievements, Limitations and Perspectives
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In: Multiple Criteria Decision Analysis ; https://hal.sorbonne-universite.fr/hal-01345443 ; Springer New York. Multiple Criteria Decision Analysis, pp.637--691, 2016, ⟨10.1007/978-1-4939-3094-4_16⟩ (2016)
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Personalized individual semantics in Computing with Words for supporting linguistic Group Decision Making. An Application on Consensus reaching
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Consensus building in a local context for the AHP-GDM with the individual numerical scale and prioritization method
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Un modelo de consenso para problemas de toma de decisiones multicriterio en grupo mediante relaciones de preferencia intervalares difusas lingüísticas
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The role of fuzzy sets in decision sciences: Old techniques and new directions
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In: ISSN: 0165-0114 ; Fuzzy Sets and Systems ; https://hal.archives-ouvertes.fr/hal-03416612 ; Fuzzy Sets and Systems, Elsevier, 2011, Special issue: Preference Modelling and Decision Analysis (Selected Papers from EUROFUSE 2009), 184 (1), pp.3-28. ⟨10.1016/j.fss.2011.06.003⟩ ; https://www.sciencedirect.com/science/article/pii/S0165011411002740 (2011)
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Group decision-making with incomplete fuzzy linguistic preference relations
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A note on the reciprocity . . .
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In: http://sci2s.ugr.es/publications/ficheros/FSS-2003-V137-1-71-83.PDF (2003)
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Linguistic Measures Based on Fuzzy Coincidence for Reaching Consensus in Group Decision Making
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In: http://sci2s.ugr.es/publications/ficheros/IJAR-1997-Linguistic-measures.pdf (1997)
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A new method on decision-making using fuzzy linguistic assessment variables and fuzzy preference relations, The 9th World Multi-Conference on Systemics
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In: http://www.kyu.edu.tw/93/epaperv7/124.pdf
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Multi-criteria Decision Making with Incomplete Linguistic Preference Relations
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In: http://www.wseas.us/e-library/conferences/2007hangzhou/papers/560-183.pdf
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A Decision Aid System to Provide Consistent Linguistic Preference Relations
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In: http://sci2s.ugr.es/publications/ficheros/C10.pdf
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