Top-k spatial preference queries

Man Lung Yiu, Xiangyuan Dai, Nikos Mamoulis, Michail Vaitis

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

68 Citations (Scopus)

Abstract

A spatial preference query ranks objects based on the qualities of features in their spatial neighborhood. For example, consider a real estate agency office that holds a database with available flats for lease. A customer may want to rank the flats with respect to the appropriateness of their location, defined after aggregating the qualities of other features (e.g., restaurants, cafes, hospital, market, etc.) within a distance range from them. In this paper, we formally define spatial preference queries and propose appropriate indexing techniques and search algorithms for them. Our methods are experimentally evaluated for a wide range of problem settings.
Original languageEnglish
Title of host publication23rd International Conference on Data Engineering, ICDE 2007
Pages1076-1085
Number of pages10
DOIs
Publication statusPublished - 24 Sep 2007
Externally publishedYes
Event23rd International Conference on Data Engineering, ICDE 2007 - Istanbul, Turkey
Duration: 15 Apr 200720 Apr 2007

Conference

Conference23rd International Conference on Data Engineering, ICDE 2007
Country/TerritoryTurkey
CityIstanbul
Period15/04/0720/04/07

ASJC Scopus subject areas

  • Software
  • Signal Processing
  • Information Systems

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