DROPS

Document

Personalization of Queries based on User Preferences

Authors: Georgia Koutrika and Yannis Ioannidis

Published in: Dagstuhl Seminar Proceedings, Volume 4271, Preferences: Specification, Inference, Applications (2006)

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.

Cite as

Georgia Koutrika and Yannis Ioannidis. Personalization of Queries based on User Preferences. In Preferences: Specification, Inference, Applications. Dagstuhl Seminar Proceedings, Volume 4271, pp. 1-19, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2006)

Copy BibTex To Clipboard

@InProceedings{koutrika_et_al:DagSemProc.04271.5,
  author =	{Koutrika, Georgia and Ioannidis, Yannis},
  title =	{{Personalization of Queries based on User Preferences}},
  booktitle =	{Preferences: Specification, Inference, Applications},
  pages =	{1--19},
  series =	{Dagstuhl Seminar Proceedings (DagSemProc)},
  ISSN =	{1862-4405},
  year =	{2006},
  volume =	{4271},
  editor =	{Gianni Bosi and Ronen I. Brafman and Jan Chomicki and Werner Kie{\ss}ling},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagSemProc.04271.5},
  URN =		{urn:nbn:de:0030-drops-4039},
  doi =		{10.4230/DagSemProc.04271.5},
  annote =	{Keywords: Query personalization, user profiles, preferences}
}

Search Results

Documents authored by Ioannidis, Yannis

Personalization of Queries based on User Preferences

Abstract

Cite as

Thanks for your feedback!

Could not send message