An Overview on Fuzzy Modelling of Complex Linguistic Preferences in Decision Making
Decision makers involved in complex decision making problems usually provide information about their preferences by eliciting their knowledge with different assessments. Usually, the complexity of these decision problems implies uncertainty that in many occasions has been successfully modelled by me...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Springer
2016-04-01
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| Series: | International Journal of Computational Intelligence Systems |
| Subjects: | |
| Online Access: | https://www.atlantis-press.com/article/25868763/view |
| _version_ | 1828399261982654464 |
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| author | Rosa M. Rodríguez Álvaro Labella Luis Martínez |
| author_facet | Rosa M. Rodríguez Álvaro Labella Luis Martínez |
| author_sort | Rosa M. Rodríguez |
| collection | DOAJ |
| description | Decision makers involved in complex decision making problems usually provide information about their preferences by eliciting their knowledge with different assessments. Usually, the complexity of these decision problems implies uncertainty that in many occasions has been successfully modelled by means of linguistic information, mainly based on fuzzy based linguistic approaches. However, classically these approaches just allow the elicitation of simple assessments composed by either one label or a modifier with a label. Nevertheless, the necessity of more complex linguistic expressions for eliciting decision makers’ knowledge has led to some extensions of classical approaches that allow the construction of expressions and elicitation of preferences in a closer way to human beings cognitive process. This paper provides an overview of the broadest fuzzy linguistic approaches for modelling complex linguistic preferences together some challenges that future proposals should achieve to improve complex linguistic modelling in decision making. |
| first_indexed | 2024-12-10T09:13:51Z |
| format | Article |
| id | doaj.art-d4eec91554fb40c6b662d023a56bc7f5 |
| institution | Directory Open Access Journal |
| issn | 1875-6883 |
| language | English |
| last_indexed | 2024-12-10T09:13:51Z |
| publishDate | 2016-04-01 |
| publisher | Springer |
| record_format | Article |
| series | International Journal of Computational Intelligence Systems |
| spelling | doaj.art-d4eec91554fb40c6b662d023a56bc7f52022-12-22T01:54:55ZengSpringerInternational Journal of Computational Intelligence Systems1875-68832016-04-01910010.1080/18756891.2016.1180821An Overview on Fuzzy Modelling of Complex Linguistic Preferences in Decision MakingRosa M. RodríguezÁlvaro LabellaLuis MartínezDecision makers involved in complex decision making problems usually provide information about their preferences by eliciting their knowledge with different assessments. Usually, the complexity of these decision problems implies uncertainty that in many occasions has been successfully modelled by means of linguistic information, mainly based on fuzzy based linguistic approaches. However, classically these approaches just allow the elicitation of simple assessments composed by either one label or a modifier with a label. Nevertheless, the necessity of more complex linguistic expressions for eliciting decision makers’ knowledge has led to some extensions of classical approaches that allow the construction of expressions and elicitation of preferences in a closer way to human beings cognitive process. This paper provides an overview of the broadest fuzzy linguistic approaches for modelling complex linguistic preferences together some challenges that future proposals should achieve to improve complex linguistic modelling in decision making.https://www.atlantis-press.com/article/25868763/viewFuzzy Linguistic ApproachFuzzy LogicComputing with WordsDecision MakingPreference Modelling |
| spellingShingle | Rosa M. Rodríguez Álvaro Labella Luis Martínez An Overview on Fuzzy Modelling of Complex Linguistic Preferences in Decision Making International Journal of Computational Intelligence Systems Fuzzy Linguistic Approach Fuzzy Logic Computing with Words Decision Making Preference Modelling |
| title | An Overview on Fuzzy Modelling of Complex Linguistic Preferences in Decision Making |
| title_full | An Overview on Fuzzy Modelling of Complex Linguistic Preferences in Decision Making |
| title_fullStr | An Overview on Fuzzy Modelling of Complex Linguistic Preferences in Decision Making |
| title_full_unstemmed | An Overview on Fuzzy Modelling of Complex Linguistic Preferences in Decision Making |
| title_short | An Overview on Fuzzy Modelling of Complex Linguistic Preferences in Decision Making |
| title_sort | overview on fuzzy modelling of complex linguistic preferences in decision making |
| topic | Fuzzy Linguistic Approach Fuzzy Logic Computing with Words Decision Making Preference Modelling |
| url | https://www.atlantis-press.com/article/25868763/view |
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