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A 2-Additive Choquet Integral Model for French Hospitals Rankings in Weight Loss Surgery

Mayag, Brice (2016), A 2-Additive Choquet Integral Model for French Hospitals Rankings in Weight Loss Surgery, in Carvalho, Joao Paulo; Lesot, Marie-Jeanne; Kaymak, Uzay; Vieira, Susana; Bouchon-Meunier, Bernadette; Yager, Ronald R., Information Processing and Management of Uncertainty in Knowledge-Based Systems, Springer International Publishing : Cham, p. 101-116. 10.1007/978-3-319-40596-4_10

Type
Communication / Conférence
Date
2016
Conference title
16th International Conference, IPMU 2016
Conference date
2016-06
Conference city
Eindhoven
Conference country
Netherlands
Book title
Information Processing and Management of Uncertainty in Knowledge-Based Systems
Book author
Carvalho, Joao Paulo; Lesot, Marie-Jeanne; Kaymak, Uzay; Vieira, Susana; Bouchon-Meunier, Bernadette; Yager, Ronald R.
Publisher
Springer International Publishing
Published in
Cham
ISBN
978-3-319-40580-3
Number of pages
836
Pages
101-116
Publication identifier
Metadata
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Author(s)
Mayag, Brice
Laboratoire d'analyse et modélisation de systèmes pour l'aide à la décision [LAMSADE]
Abstract (EN)
In a context of Multiple Criteria Decision Aid, we present a decision model explaining some French hospitals rankings in weight loss surgery. To take into account interactions between medical indicators, we elaborated a model based on the 2-additive Choquet integral. The reference subset, defined during the elicitation process of this model, is composed by some specific alternatives called binary alternatives. To validate our approach, we showed that the proposed 2-additive Choquet integral model is able to approximate the hospitals ranking, in weight loss surgery, published by the French magazine “Le Point” in August 2013.
Subjects / Keywords
Hospital rankings; Decision Theory; Health Care
JEL
C44 - Operations Research; Statistical Decision Theory