Preference elicitation

Known as: Elicitation 
Preference elicitation refers to the problem of developing a decision support system capable of generating recommendations to a user, thus assisting… (More)
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Cold startCollaborative filteringCollective intelligenceDecision support system
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E-commerce

Papers overview

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2010
2010
Gaussian Process Preference Elicitation
Bayesian approaches to preference elicitation (PE) are particularly attractive due to their ability to explicitly model… (More)
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Review
2007
Review
2007
Uncertainty in Preference Elicitation and Aggregation
Uncertainty arises in preference aggregation in several ways. There may, for example, be uncertainty in the votes or the voting… (More)
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Highly Cited
2005
Highly Cited
2005
Preference elicitation for interface optimization
Decision-theoretic optimization is becoming a popular tool in the user interface community, but creating accurate cost (or… (More)
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Highly Cited
2005
Highly Cited
2005
Auction design with costly preference elicitation
We consider auction design in a setting with costly preference elicitation. Well designed auctions can help to avoid unnecessary… (More)
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Review
2004
Review
2004
Survey of Preference Elicitation Methods
As people increasingly rely on interactive decision support systems to choose products and make decisions, building effective… (More)
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Highly Cited
2003
Highly Cited
2003
Preference Elicitation and Query Learning
In this paper we explore the relationship between “preference elicitation”, a learning-style problem that arises in combinatorial… (More)
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Highly Cited
2002
Highly Cited
2002
A POMDP Formulation of Preference Elicitation Problems
Preference elicitation is a key problem facing the deployment of intelligent systems that make or recommend decisions on the… (More)
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2002
2002
Effectiveness of Preference Elicitation in Combinatorial Auctions
Combinatorial auctions where agents can bid on bundles of items are desirable because they allow the agents to express… (More)
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Highly Cited
2001
Highly Cited
2001
Preference elicitation in combinatorial auctions
Combinatorial auctions (CAs) where bidders can bid on bundles of items can be very desirable market mechanisms when the items… (More)
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Highly Cited
2001
Highly Cited
2001
Preference ratios in multiattribute evaluation (PRIME)-elicitation and decision procedures under incomplete information
This paper presents the preference ratios in multiattribute evaluation (PRIME) method which supports the analysis of incomplete… (More)
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