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Deriving Geolocations in Wikipedia

Published:19 October 2020Publication History

ABSTRACT

We study the problem of deriving geolocations for Wikipedia pages. To this end, we introduce a general four-step process to location derivation, and consider different instantiations of this process, leveraging both textual and categorical data. Extensive experimentation shows that our methods provide good precision-recall trade-offs and improvements over text-only methods. Hence, our system can be used to augment the geographic information of Wikipedia, and to enable more effective geographic information retrieval.

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References

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    • Published in

      cover image ACM Conferences
      CIKM '20: Proceedings of the 29th ACM International Conference on Information & Knowledge Management
      October 2020
      3619 pages
      ISBN:9781450368599
      DOI:10.1145/3340531

      Copyright © 2020 ACM

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      Association for Computing Machinery

      New York, NY, United States

      Publication History

      • Published: 19 October 2020

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