Automated Preference Elicitation for Decision Making
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985556%3A_____%2F13%3A00389631" target="_blank" >RIV/67985556:_____/13:00389631 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-642-36406-8_3" target="_blank" >http://dx.doi.org/10.1007/978-3-642-36406-8_3</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-642-36406-8_3" target="_blank" >10.1007/978-3-642-36406-8_3</a>
Alternative languages
Result language
angličtina
Original language name
Automated Preference Elicitation for Decision Making
Original language description
In the contemporary complex world decisions are made by an imperfect participant devoting limited deliberation resources to any decision-making task. A normative decision-making (DM) theory should provide support systems allowing such a participant to make rational decisions in spite of the limited resources. Efficiency of the support systems depends on the interfaces enabling a participant to benefit from the support while exploiting the gradually accumulating knowledge about DM environment and respecting incomplete, possibly changing, participant?s DM preferences. The insufficiently elaborated preference elicitation makes even the best DM supports of a limited use. This chapter proposes a methodology of automatic eliciting of a quantitative DM preference description, discusses the options made and sketches open research problems. The proposed elicitation serves to fully probabilistic design, which includes a standard Bayesian decision making.
Czech name
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Czech description
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Classification
Type
C - Chapter in a specialist book
CEP classification
BC - Theory and management systems
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GA102%2F08%2F0567" target="_blank" >GA102/08/0567: Fully probabilistic design of dynamic decision strategies</a><br>
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Book/collection name
Decision Making and Imperfection
ISBN
978-3-642-36405-1
Number of pages of the result
35
Pages from-to
65-99
Number of pages of the book
187
Publisher name
Springer
Place of publication
Berlin
UT code for WoS chapter
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