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Extracting spatial information : grounding, classifying and linking spatial expressions

  • This paper is concerned with the tagging of spatial expressions in German newspaper articles, assigning a meaning to the expression and classifying the usages of the spatial expression and linking the derived referent to an event description. In our system, we implemented the activation of concepts in a very simple fashion, a concept is activated once (with a cost depending on the item that activated it) and is left activated thereafter. As an example, a city also activates the nodes for the region and the country it is part of, so that cities from one country are chosen over cities from different countries. A test corpus of 12 German newspaper articles was tested regarding several disambiguation strategies. Disambiguation was carried out via a beam search to find an approximately cost-optimal solution for the conflict set of potential grounding candidates for the tagged spatial expression. Test showed that the disambiguation strategies improved accuracy significantly.

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Metadaten
Verfasserangaben:Frank Schilder, Yannick Versley, Christopher Habel
URN:urn:nbn:de:hebis:30-1111512
URL:http://www.versley.de/schilder-geoir04.pdf
Dokumentart:Arbeitspapier
Sprache:Englisch
Jahr der Fertigstellung:2004
Jahr der Erstveröffentlichung:2004
Veröffentlichende Institution:Universitätsbibliothek Johann Christian Senckenberg
Datum der Freischaltung:04.11.2008
Seitenzahl:3
Bemerkung:
Präsentiert auf dem Workshop on Geographic Information Retrieval, SIGIR 2004 in Sheffield between July the 25th and 29th
Quelle:Arbeitspapier vom Workshop on Geographic Information Retrieval, 27th Annual International ACM SIGIR Conference ; http://www.versley.de/schilder-geoir04.pdf
HeBIS-PPN:207011893
Institute:keine Angabe Fachbereich / Extern
DDC-Klassifikation:4 Sprache / 40 Sprache / 400 Sprache
Sammlungen:Linguistik
Linguistik-Klassifikation:Linguistik-Klassifikation: Computerlinguistik / Computational linguistics
Lizenz (Deutsch):License LogoDeutsches Urheberrecht