The Deck of Cards Method to Build Interpretable Fuzzy Sets in Decision-making Article Swipe
Diego García‐Zamora
,
Bapi Dutta
,
José Rui Figueira
,
Luis Martı́nez
·
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.1016/j.ejor.2024.06.039
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.1016/j.ejor.2024.06.039
This paper deals with the construction of interpretable fuzzy sets by following a socio-technical-based approach, where two key actors, the (decision) analyst, and the decision-maker, interact in a co-constructive way for building a membership function that accurately represents the decision-maker's individualized semantics, even when considering heterogeneous scales. In the proposed approach, the membership function is not provided directly but rather built from the (social) interaction of these two actors, where the technicalities of the methods are presented to the decision-maker by the analyst in a very simple way. This means that the decision-maker's preferences will be constructed through a process in order to she/he will get more knowledge about her/his own problem. The interpretability of each membership function is now a fundamental aspect of the way the decision-maker was involved in the process. Since technical aspects are based on the Deck of Cards Method, a well-known tool for assessing the parameters of multiple criteria decision-making problems, the obtained membership functions will receive the name of DoC-MFs, from Deck of Cards-based Membership Functions. This paper also presents examples and a case study in the field of sustainability to show the applicability of the proposed methodology.
Related Topics
Concepts
Interpretability
Computer science
Function (biology)
Decision maker
Deck
Constructive
Field (mathematics)
Process (computing)
Membership function
Fuzzy set
Key (lock)
Fuzzy logic
Decision analysis
Decision-making
Operations research
Artificial intelligence
Management science
Mathematics
Engineering
Mathematical economics
Operations management
Evolutionary biology
Purchasing
Operating system
Biology
Structural engineering
Pure mathematics
Computer security
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1016/j.ejor.2024.06.039
- OA Status
- hybrid
- Cited By
- 7
- References
- 76
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4400156647
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4400156647Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1016/j.ejor.2024.06.039Digital Object Identifier
- Title
-
The Deck of Cards Method to Build Interpretable Fuzzy Sets in Decision-makingWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2024Year of publication
- Publication date
-
2024-06-29Full publication date if available
- Authors
-
Diego García‐Zamora, Bapi Dutta, José Rui Figueira, Luis Martı́nezList of authors in order
- Landing page
-
https://doi.org/10.1016/j.ejor.2024.06.039Publisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
hybridOpen access status per OpenAlex
- OA URL
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https://doi.org/10.1016/j.ejor.2024.06.039Direct OA link when available
- Concepts
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Interpretability, Computer science, Function (biology), Decision maker, Deck, Constructive, Field (mathematics), Process (computing), Membership function, Fuzzy set, Key (lock), Fuzzy logic, Decision analysis, Decision-making, Operations research, Artificial intelligence, Management science, Mathematics, Engineering, Mathematical economics, Operations management, Evolutionary biology, Purchasing, Operating system, Biology, Structural engineering, Pure mathematics, Computer securityTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
7Total citation count in OpenAlex
- Citations by year (recent)
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2025: 5, 2024: 2Per-year citation counts (last 5 years)
- References (count)
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76Number of works referenced by this work
- Related works (count)
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10Other works algorithmically related by OpenAlex
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