Automated Preferences Elicitation

0368294 - ÚTIA 2012 RIV CZ eng C - Konferenční příspěvek (zahraniční konf.)
Kárný, Miroslav - Guy, Tatiana Valentine
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). Prague: Institute of Information Theory and Automation, 2011, s. 20-25. ISBN 978-80-903834-6-3.
[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]
Grant CEP: GA MŠMT 1M0572; GA ČR GA102/08/0567
Výzkumný záměr: CEZ:AV0Z10750506
Klíčová slova: elicitation * decision making * Bayesian decision making * fully probabilistic design
Kód oboru RIV: BB - Aplikovaná statistika, operační výzkum
http://library.utia.cas.cz/separaty/2011/AS/karny-automated preferences elicitation.pdf

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.
Trvalý link: http://hdl.handle.net/11104/0202679