Marichal, Jean-Luc[University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Mathematics Research Unit >]
Mayag, Brice[University Paris-Dauphine, Paris, France > Lamsade]
2012
DA2PL' 2012 - from Multiple Criteria Decision Aid to Preference Learning
41-47
Yes
No
International
DA2PL Workshop (from Multiple Criteria Decision Aid to Preference Learning)
from 15-11-2012 to 16-11-2012
Marc Pirlot (UMONS) and Vincent Mousseau (ECP)
Mons
Belgium
[en] In this paper we discuss the Choquet integral model in the realm of Preference Learning, and point out advantages of learning simultaneously partial utility functions and capacities rather than sequentially, i.e., first utility functions and then capacities or vice-versa. Moreover, we present possible interpretations of the Choquet integral model in Preference Learning based on Shapley values and interaction indices.