Geographical information retrieval with ontologies of place

Christopher B. Jones, Harith Alani, Douglas Tudhope

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddCyfraniad i gynhadleddadolygiad gan gymheiriaid

39 Dyfyniadau (Scopus)
14 Wedi eu Llwytho i Lawr (Pure)


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.

Iaith wreiddiolSaesneg
TeitlSpatial Information Theory
Is-deitl Foundations of Geographic Information Science - International Conference, COSIT 2001, Proceedings
Nifer y tudalennau14
ISBN (Electronig)3540426132, 9783540426134
Dynodwyr Gwrthrych Digidol (DOIs)
StatwsCyhoeddwyd - 2001
Digwyddiad5th International Conference on Spatial Information Theory, COSIT 2001 - Morro Bay, Yr Unol Daleithiau
Hyd: 19 Medi 200123 Medi 2001

Cyfres gyhoeddiadau

EnwLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
ISSN (Argraffiad)03029743
ISSN (Electronig)16113349


Cynhadledd5th International Conference on Spatial Information Theory, COSIT 2001
Gwlad/TiriogaethYr Unol Daleithiau
DinasMorro Bay

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