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PKDD
2009
Springer
184views Data Mining» more  PKDD 2009»
15 years 6 months ago
Learning Preferences with Hidden Common Cause Relations
Abstract. Gaussian processes have successfully been used to learn preferences among entities as they provide nonparametric Bayesian approaches for model selection and probabilistic...
Kristian Kersting, Zhao Xu
MOBIQUITOUS
2005
IEEE
15 years 5 months ago
WebProfiles: A Negotiation Model for User Awareness in Personal Area Networks
Automatic adaptation of the environment to user preferences results in personalized ambients that fulfill user interaction requirements in a more suitable way. However, the proble...
Juan Ignacio Vázquez, Diego López de...
ICDE
2007
IEEE
113views Database» more  ICDE 2007»
15 years 6 months ago
Ranking Query Results using Context-Aware Preferences
To better serve users’ information needs without requiring comprehensive queries from users, a simple yet effective technique is to explore the preferences of users. Since these...
Arthur H. van Bunningen, Maarten M. Fokkinga, Pete...
ATAL
2004
Springer
15 years 5 months ago
Learning User Preferences for Wireless Services Provisioning
The problem of interest is how to dynamically allocate wireless access services in a competitive market which implements a take-it-or-leave-it allocation mechanism. In this paper ...
George Lee, Steven Bauer, Peyman Faratin, John Wro...
VLDB
2002
ACM
151views Database» more  VLDB 2002»
14 years 11 months ago
Preference SQL - Design, Implementation, Experiences
Current search engines can hardly cope adequately with fuzzy predicates defined by complex preferences. The biggest problem of search engines implemented with standard SQL is that...
Werner Kießling, Gerhard Köstler