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Short Paper
Spatial Information Extraction from Text Using Spatio-Ontological Reasoning (Short Paper)

Authors: Madiha Yousaf and Diedrich Wolter

Published in: LIPIcs, Volume 114, 10th International Conference on Geographic Information Science (GIScience 2018)


Abstract
This paper is involved with extracting spatial information from text. We seek to geo-reference all spatial entities mentioned in a piece of text. The focus of this paper is to investigate the contribution of spatial and ontological reasoning to spatial interpretation of text. A preliminary study considering descriptions of cities and geographical regions from English Wikipedia suggests that spatial and ontological reasoning can be more effective to resolve ambiguities in text than a classical text understanding pipeline relying on parsing.

Cite as

Madiha Yousaf and Diedrich Wolter. Spatial Information Extraction from Text Using Spatio-Ontological Reasoning (Short Paper). In 10th International Conference on Geographic Information Science (GIScience 2018). Leibniz International Proceedings in Informatics (LIPIcs), Volume 114, pp. 71:1-71:6, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2018)


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@InProceedings{yousaf_et_al:LIPIcs.GISCIENCE.2018.71,
  author =	{Yousaf, Madiha and Wolter, Diedrich},
  title =	{{Spatial Information Extraction from Text Using Spatio-Ontological Reasoning}},
  booktitle =	{10th International Conference on Geographic Information Science (GIScience 2018)},
  pages =	{71:1--71:6},
  series =	{Leibniz International Proceedings in Informatics (LIPIcs)},
  ISBN =	{978-3-95977-083-5},
  ISSN =	{1868-8969},
  year =	{2018},
  volume =	{114},
  editor =	{Winter, Stephan and Griffin, Amy and Sester, Monika},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.GISCIENCE.2018.71},
  URN =		{urn:nbn:de:0030-drops-93997},
  doi =		{10.4230/LIPIcs.GISCIENCE.2018.71},
  annote =	{Keywords: spatial information extraction, geo-referencing, spatial reasoning}
}
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