Practical Methods for Constructing Possibility Distributions - Archive ouverte HAL Accéder directement au contenu
Article Dans Une Revue International Journal of Intelligent Systems Année : 2015

Practical Methods for Constructing Possibility Distributions

Résumé

This survey paper provides an overview of existing methods for building possibility distributions. We both consider the case of qualitative possibility theory, where the scale remains ordinal, and the case of quantitative possibility theory, where the scale is the real interval [0, 1]. Methods may be order-based or similarity-based for qualitative possibility distributions, whereas statistical methods apply in the quantitative case and then possibilities encode nested random epistemic sets or upper bounds of probabilities. But distance-based approaches, or expert estimates, may be also exploited in the quantitative case.
Fichier principal
Vignette du fichier
Dubois_16900.pdf (417.63 Ko) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

hal-01538306 , version 1 (13-06-2017)

Identifiants

Citer

Didier Dubois, Henri Prade. Practical Methods for Constructing Possibility Distributions. International Journal of Intelligent Systems, 2015, 31 (3), pp.215-239. ⟨10.1002/int.21782⟩. ⟨hal-01538306⟩
75 Consultations
1442 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More