FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1503173314> ?p ?o ?g. }

• W1503173314 endingPage "88" @default.
• W1503173314 startingPage "79" @default.
• W1503173314 abstract "We investigate the application of classification techniques to utility elicitation. In a decision problem, two sets of parameters must generally be elicited: the probabilities and the utilities. While the prior and conditional probabilities in the model do not change from user to user, the utility models do. Thus it is necessary to elicit a utility model separately for each new user. Elicitation is long and tedious, particularly if the outcome space is large and not decomposable. There are two common approaches to utility function elicitation. The first is to base the determination of the user's utility function solely on elicitation of qualitative preferences. The second makes assumptions about the form and decomposability of the utility function. Here we take a different approach: we attempt to identify the new user's utility function based on classification relative to a database of previously collected utility functions. We do this by identifying clusters of utility functions that minimize an appropriate distance measure. Having identified the clusters, we develop a classification scheme that requires many fewer and simpler assessments than full utility elicitation and is more robust than utility elicitation based solely on preferences. We have tested our algorithm on a small database of utility functions in a prenatal diagnosis domain and the results are quite promising." @default.
• W1503173314 created "2016-06-24" @default.
• W1503173314 creator A5032458775 @default.
• W1503173314 creator A5049050358 @default.
• W1503173314 creator A5073893701 @default.
• W1503173314 creator A5086169451 @default.
• W1503173314 date "1998-07-24" @default.
• W1503173314 modified "2023-10-03" @default.
• W1503173314 title "Utility elicitation as a classification problem" @default.
• W1503173314 cites W1492518391 @default.
• W1503173314 cites W1575987491 @default.
• W1503173314 cites W1582848336 @default.
• W1503173314 cites W1594031697 @default.
• W1503173314 cites W1986808060 @default.
• W1503173314 cites W2008519844 @default.
• W1503173314 cites W2016349609 @default.
• W1503173314 cites W2034700025 @default.
• W1503173314 cites W2049550244 @default.
• W1503173314 cites W2085202934 @default.
• W1503173314 cites W2121759657 @default.
• W1503173314 cites W2127218421 @default.
• W1503173314 cites W2144846366 @default.
• W1503173314 cites W2145036943 @default.
• W1503173314 cites W2159080219 @default.
• W1503173314 cites W2249418430 @default.
• W1503173314 cites W2797013687 @default.
• W1503173314 cites W3085162807 @default.
• W1503173314 cites W2250980 @default.
• W1503173314 hasPublicationYear "1998" @default.
• W1503173314 type Work @default.
• W1503173314 sameAs 1503173314 @default.
• W1503173314 citedByCount "40" @default.
• W1503173314 countsByYear W15031733142013 @default.
• W1503173314 countsByYear W15031733142015 @default.
• W1503173314 countsByYear W15031733142018 @default.
• W1503173314 countsByYear W15031733142019 @default.
• W1503173314 countsByYear W15031733142021 @default.
• W1503173314 crossrefType "proceedings-article" @default.
• W1503173314 hasAuthorship W1503173314A5032458775 @default.
• W1503173314 hasAuthorship W1503173314A5049050358 @default.
• W1503173314 hasAuthorship W1503173314A5073893701 @default.
• W1503173314 hasAuthorship W1503173314A5086169451 @default.
• W1503173314 hasConcept C105795698 @default.
• W1503173314 hasConcept C119857082 @default.
• W1503173314 hasConcept C124101348 @default.
• W1503173314 hasConcept C127413603 @default.
• W1503173314 hasConcept C14036430 @default.
• W1503173314 hasConcept C154945302 @default.
• W1503173314 hasConcept C205706631 @default.
• W1503173314 hasConcept C2777868144 @default.
• W1503173314 hasConcept C2781249084 @default.
• W1503173314 hasConcept C2992151728 @default.
• W1503173314 hasConcept C33923547 @default.
• W1503173314 hasConcept C41008148 @default.
• W1503173314 hasConcept C72161134 @default.
• W1503173314 hasConcept C78458016 @default.
• W1503173314 hasConcept C86803240 @default.
• W1503173314 hasConcept C87717796 @default.
• W1503173314 hasConcept C97053079 @default.
• W1503173314 hasConceptScore W1503173314C105795698 @default.
• W1503173314 hasConceptScore W1503173314C119857082 @default.
• W1503173314 hasConceptScore W1503173314C124101348 @default.
• W1503173314 hasConceptScore W1503173314C127413603 @default.
• W1503173314 hasConceptScore W1503173314C14036430 @default.
• W1503173314 hasConceptScore W1503173314C154945302 @default.
• W1503173314 hasConceptScore W1503173314C205706631 @default.
• W1503173314 hasConceptScore W1503173314C2777868144 @default.
• W1503173314 hasConceptScore W1503173314C2781249084 @default.
• W1503173314 hasConceptScore W1503173314C2992151728 @default.
• W1503173314 hasConceptScore W1503173314C33923547 @default.
• W1503173314 hasConceptScore W1503173314C41008148 @default.
• W1503173314 hasConceptScore W1503173314C72161134 @default.
• W1503173314 hasConceptScore W1503173314C78458016 @default.
• W1503173314 hasConceptScore W1503173314C86803240 @default.
• W1503173314 hasConceptScore W1503173314C87717796 @default.
• W1503173314 hasConceptScore W1503173314C97053079 @default.
• W1503173314 hasLocation W15031733141 @default.
• W1503173314 hasOpenAccess W1503173314 @default.
• W1503173314 hasPrimaryLocation W15031733141 @default.
• W1503173314 hasRelatedWork W1482010531 @default.
• W1503173314 hasRelatedWork W1513695137 @default.
• W1503173314 hasRelatedWork W1575987491 @default.
• W1503173314 hasRelatedWork W1582233365 @default.
• W1503173314 hasRelatedWork W1846884072 @default.
• W1503173314 hasRelatedWork W190528034 @default.
• W1503173314 hasRelatedWork W1986808060 @default.
• W1503173314 hasRelatedWork W1999047234 @default.
• W1503173314 hasRelatedWork W2010225880 @default.
• W1503173314 hasRelatedWork W2043813211 @default.
• W1503173314 hasRelatedWork W2084925486 @default.
• W1503173314 hasRelatedWork W2114660707 @default.
• W1503173314 hasRelatedWork W2127842795 @default.
• W1503173314 hasRelatedWork W2132183491 @default.
• W1503173314 hasRelatedWork W2134883545 @default.
• W1503173314 hasRelatedWork W2144846366 @default.
• W1503173314 hasRelatedWork W2249418430 @default.
• W1503173314 hasRelatedWork W2950731953 @default.
• W1503173314 hasRelatedWork W2964107535 @default.

• next