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Conference Paper (international conference)
Automated Preferences Elicitation
,
: The 2nd International Workshop od Decision Making with Multiple Imperfect Decision Makers. Held in Conjunction with the 25th Annual Conference on Neural Information Processing Systems (NIPS 2011), p. 20-25
: The 2nd International Workshop od Decision Making with Multiple Imperfect Decision Makers. Held in Conjunction with the 25th Annual Conference on Neural Information Processing Systems (NIPS 2011), (Sierra Nevada, ES, 16.12.2011-16.12.2011)
: CEZ:AV0Z10750506
: 1M0572, GA MŠk, GA102/08/0567, GA ČR
: elicitation, decision making, Bayesian decision making, fully probabilistic design
: http://library.utia.cas.cz/separaty/2011/AS/karny-automated preferences elicitation.pdf
(eng): Systems supporting decision making became almost inevitable in the modern complex world. Their efficiency depends on the sophisticated interfaces enabling a user take advantage of the support while respecting the increasing on-line information and incomplete, dynamically changing user’s preferences. The best decision making support is useless without the proper preference elicitation. The paper proposes a methodology supporting automatic learning of quantitative description of preferences. The proposed elicitation serves to fully probabilistic design, which is an extension of Bayesian decision making.
: BB