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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…
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Related topics
Related topics
12 relations
Cold start
Collaborative filtering
Collective intelligence
Decision support system
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Broader (1)
E-commerce
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2014
Highly Cited
2014
Choice-based preference elicitation for collaborative filtering recommender systems
Benedikt Loepp
,
Tim Hussein
,
J. Ziegler
CHI
2014
Corpus ID: 14241242
We present an approach to interactive recommending that combines the advantages of algorithmic techniques with the benefits of…
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Review
2011
Review
2011
A Common Nomenclature for Stated Preference Elicitation Approaches
R. Carson
,
J. Louviere
2011
Corpus ID: 9263194
It is often difficult to determine what actually was done in work involving data collected with stated preference surveys because…
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Highly Cited
2011
Highly Cited
2011
Designing interfaces for explicit preference elicitation: a user-centered investigation of preference representation and elicitation process
Alina Pommeranz
,
J. Broekens
,
P. Wiggers
,
Willem-Paul Brinkman
,
C. Jonker
User Modeling and User-Adapted Interaction
2011
Corpus ID: 8349265
Two problems may arise when an intelligent (recommender) system elicits users’ preferences. First, there may be a mismatch…
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Highly Cited
2010
Highly Cited
2010
Gaussian Process Preference Elicitation
Edwin V. Bonilla
,
Shengbo Guo
,
S. Sanner
NIPS
2010
Corpus ID: 312843
Bayesian approaches to preference elicitation (PE) are particularly attractive due to their ability to explicitly model…
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Highly Cited
2007
Highly Cited
2007
Eliciting single-peaked preferences using comparison queries
V. Conitzer
AAMAS '07
2007
Corpus ID: 7680723
Voting is a general method for aggregating the preferences of multiple agents. Each agent ranks all the possible alternatives…
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Review
2004
Review
2004
Survey of Preference Elicitation Methods
Li Chen
,
P. Pu
2004
Corpus ID: 13185409
increasingly rely on interactive decision support systems to choose products and make decisions, building effective interfaces…
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Highly Cited
2003
Highly Cited
2003
Preference Elicitation and Query Learning
A. Blum
,
J. C. Jackson
,
T. Sandholm
,
Martin A. Zinkevich
J. Mach. Learn. Res.
2003
Corpus ID: 1221343
In this paper we initiate an exploration of relationships between preference elicitation, a learning-style problem that arises in…
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Highly Cited
2002
Highly Cited
2002
A POMDP formulation of preference elicitation problems
Craig Boutilier
AAAI/IAAI
2002
Corpus ID: 2285985
Preference elicitation is a key problem facing the deployment of intelligent systems that make or recommend decisions on the…
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Highly Cited
2002
Highly Cited
2002
Alternative Non-market Value-Elicitation Methods: Are the Underlying Preferences the Same?
T. Cameron
,
Gregory L. Poe
,
Robert G. Ethier
,
W. Schulze
2002
Corpus ID: 153970809
Abstract We advocate a more formal structural approach for comparing WTP for non-market or pre-test-market goods conveyed by…
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Highly Cited
2001
Highly Cited
2001
Preference ratios in multiattribute evaluation (PRIME)-elicitation and decision procedures under incomplete information
Ahti Salo
,
R. Hämäläinen
IEEE Trans. Syst. Man Cybern. Part A
2001
Corpus ID: 8523442
This paper presents the preference ratios in multiattribute evaluation (PRIME) method which supports the analysis of incomplete…
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