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» An Optimization Framework for Query Recommendation
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67
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WSDM
2010
ACM
150views Data Mining» more  WSDM 2010»
15 years 7 months ago
An Optimization Framework for Query Recommendation
Aris Anagnostopoulos, Luca Becchetti, Carlos Casti...
AAAI
2011
13 years 9 months ago
Recommendation Sets and Choice Queries: There Is No Exploration/Exploitation Tradeoff!
Utility elicitation is an important component of many applications, such as decision support systems and recommender systems. Such systems query users about their preferences and ...
Paolo Viappiani, Craig Boutilier
EDBT
2012
ACM
299views Database» more  EDBT 2012»
12 years 12 months ago
RecStore: an extensible and adaptive framework for online recommender queries inside the database engine
Most recommendation methods (e.g., collaborative filtering) consist of (1) a computationally intense offline phase that computes a recommender model based on users’ opinions o...
Justin J. Levandoski, Mohamed Sarwat, Mohamed F. M...
94
Voted
ICTAI
2008
IEEE
15 years 4 months ago
A Lattice-Based Model for Recommender Systems
A major challenge in building recommender systems is organizing the recommendation space since, the underlying data organization scheme has a significant impact on the overall pe...
Shriram Narayanaswamy, Raj Bhatnagar
RECSYS
2009
ACM
15 years 4 months ago
Regret-based optimal recommendation sets in conversational recommender systems
Current conversational recommender systems are unable to offer guarantees on the quality of their recommendations due to a lack of principled user utility models. We develop an ap...
Paolo Viappiani, Craig Boutilier