Geographical information retrieval with ontologies of place

Christopher B. Jones, Harith Alani, Douglas Tudhope

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

39 Citations (Scopus)
11 Downloads (Pure)

Abstract

Geographical context is required of many information retrieval tasks in which the target of the search may be documents, images or records which are referenced to geographical space only by means of place names. Often there may be an imprecise match between the query name and the names associated with candidate sources of information. There is a need therefore for geographical information retrieval facilities that can rank the relevance of candidate information with respect to geographical closeness as well as semantic closeness with respect to the topic of interest. Here we present an ontology of place that combines limited coordinate data with qualitative spatial relationships between places. This parsimonious model of place is intended to suppon information retrieval tasks that may be global in scope. The ontology has been implemented with a semantic modelling system linking non-spatial conceptual hierarchies with the place ontology. An hierarchical distance measure is combined with Euclidean distance between place centroids to create a hybrid spatial distance measure. This can be combined with thematic distance, based on classification semantics, to create an integrated semantic closeness measure that can be used for a relevance ranking of retrieved objects.

Original languageEnglish
Title of host publicationSpatial Information Theory
Subtitle of host publication Foundations of Geographic Information Science - International Conference, COSIT 2001, Proceedings
PublisherSpringer
Pages322-335
Number of pages14
Volume2205
ISBN (Electronic)3540426132, 9783540426134
DOIs
Publication statusPublished - 2001
Event5th International Conference on Spatial Information Theory, COSIT 2001 - Morro Bay, United States
Duration: 19 Sep 200123 Sep 2001

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume2205
ISSN (Print)03029743
ISSN (Electronic)16113349

Conference

Conference5th International Conference on Spatial Information Theory, COSIT 2001
Country/TerritoryUnited States
CityMorro Bay
Period19/09/0123/09/01

Keywords

  • geographical information systems
  • Information retrieval
  • information theory
  • Semantics
  • conceptual hierarchy
  • euclidean distance
  • Geographical information retrievals
  • Parsimonious modeling
  • semantic modelling
  • sources of information
  • spatial relationships

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