2013 · 49 citations · 9 references
ComputingComputer ScienceGeographyGeographic Information ScienceGeographic Information SystemsNatural Language ProcessingGeographic Information RetrievalGeospatial Natural Language ProcessingInformation ExtractionNamed Entity RecognitionSpatial Query InterfacesText MiningGeographic Information ExtractionGeospatial Information ExtractionGeospatial Information RetrievalGeospatial Text MiningLocation Reference DisambiguationPlace Mention DetectionPlace Name DisambiguationSpatial Text Mining
Associating place name mentions in unstructured text with their actual references in geographic space is vital to enable spatial queries and analysis. In this paper, we introduce GeoTxt, a web API plus human-usable web tool designed and implemented to tackle three components of place-reference processing from text, namely: extraction, disambiguation, and geolocation of place names mentioned in unstructured text. Current GeoTxt development is focused particularly on support for processing short microblog posts.
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Design challenges and misconceptions in named entity recognition
Lev Ratinov, Dan Roth · 2009 · 1.5K citations · Full text
Jochen L. Leidner · ACM SIGIR Forum · 2007 · 158 citations · Full text
Location extraction from disaster-related microblogs
John Lingad, Sarvnaz Karimi, Jie Yin · 2013 · 138 citations