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URN: urn:nbn:de:0030-drops-4039
URL: http://drops.dagstuhl.de/opus/volltexte/2006/403/
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Koutrika, Georgia ; Ioannidis, Yannis

Personalization of Queries based on User Preferences

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Abstract

Query Personalization is the process of dynamically enhancing a query with related user preferences stored in a user profile with the aim of providing personalized answers. The underlying idea is that different users may find different things relevant to a search due to different preferences. Essential ingredients of query personalization are: (a) a model for representing and storing preferences in user profiles, and (b) algorithms for the generation of personalized answers using stored preferences. Modeling the plethora of preference types is a challenge. In this paper, we present a preference model that combines expressivity and concision. In addition, we provide algorithms for the selection of preferences related to a query and the progressive generation of personalized results, which are ranked based on user interest.

BibTeX - Entry

@InProceedings{koutrika_et_al:DSP:2006:403,
  author =	{Georgia Koutrika and Yannis Ioannidis},
  title =	{Personalization of Queries based on User Preferences},
  booktitle =	{Preferences: Specification, Inference, Applications},
  year =	{2006},
  editor =	{Gianni Bosi and Ronen I. Brafman and Jan Chomicki and Werner Kie{\"s}ling},
  number =	{04271},
  series =	{Dagstuhl Seminar Proceedings},
  ISSN =	{1862-4405},
  publisher =	{Internationales Begegnungs- und Forschungszentrum f{\"u}r Informatik (IBFI), Schloss Dagstuhl, Germany},
  address =	{Dagstuhl, Germany},
  URL =		{http://drops.dagstuhl.de/opus/volltexte/2006/403},
  annote =	{Keywords: Query personalization, user profiles, preferences}
}

Keywords: Query personalization, user profiles, preferences
Seminar: 04271 - Preferences: Specification, Inference, Applications
Issue Date: 2006
Date of publication: 19.01.2006


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