Název: Towards a Supra-Bayesian Approach to Merging of Information
Autoři: Sečkárová, Vladimíra
Typ dokumentu: Příspěvky z konference
Konference/Akce: 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), 2011-12-16 / 2011-12-16
Rok: 2011
Jazyk: eng
Abstrakt: Merging of information given by different decision makers (DMs) has become a much discussed topic in recent years and many procedures were developed towards it. The main and the most discussed problem is the incompleteness of given information. Little attention is paid to the possible forms in which the DMs provide them; in most of cases arising procedures are working only for a particular type of information. Recently introduced Supra-Bayesian approach to merging of information brings a solution to two previously mentioned problems. All is based on a simple idea of unifying all given information into one form and treating the possible incompleteness. In this article, beside a brief repetition of the method, we show, that the constructed merger of information reduces to the Bayesian solution if information calls for this.
Klíčová slova: Bayesian solution; decision makers; Merging; Supra-Bayesian
Číslo projektu: CEZ:AV0Z10750506 (CEP), 1M0572 (CEP), GA102/08/0567 (CEP)
Poskytovatel projektu: GA MŠk, GA ČR
Zdrojový dokument: 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), ISBN 978-80-903834-6-3

Instituce: Ústav teorie informace a automatizace AV ČR (web)
Informace o dostupnosti dokumentu: Dokument je dostupný na externích webových stránkách.
Externí umístění souboru: http://library.utia.cas.cz/separaty/2011/AS/seckarova-towards a supra-bayesian approach to merging of information.pdf
Původní záznam: http://hdl.handle.net/11104/0202703

Trvalý odkaz NUŠL: http://www.nusl.cz/ntk/nusl-79555


Záznam je zařazen do těchto sbírek:
Věda a výzkum > AV ČR > Ústav teorie informace a automatizace
Konferenční materiály > Příspěvky z konference