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A comparison of methods for the automatic identification of locations in Wikipedia
Abstract In this paper we compare two methods for tIn this paper we compare two methods for the automatic identification of geographical articles in encyclopedic resources such as Wikipedia. The methods are a [[WordNet]]-based method that uses a set of keywords related to geographical places, and a multinomial [[Naïve Bayes classificator]], trained over a randomly selected subset of the English Wikipedia. This task may be included into the broader task of Named Entity classification, a well-known problem in the field of [[Natural Language Processing]]. The experiments were carried out considering both the full text of the articles and only the definition of the entity being described in the article. The obtained results show that the information contained in the page templates and the category labels is more useful than the text of the articles.more useful than the text of the articles.
Abstractsub In this paper we compare two methods for tIn this paper we compare two methods for the automatic identification of geographical articles in encyclopedic resources such as Wikipedia. The methods are a [[WordNet]]-based method that uses a set of keywords related to geographical places, and a multinomial [[Naïve Bayes classificator]], trained over a randomly selected subset of the English Wikipedia. This task may be included into the broader task of Named Entity classification, a well-known problem in the field of [[Natural Language Processing]]. The experiments were carried out considering both the full text of the articles and only the definition of the entity being described in the article. The obtained results show that the information contained in the page templates and the category labels is more useful than the text of the articles.more useful than the text of the articles.
Bibtextype misc  +
Citeulike 2430056  +
Doi 10.1145/1316948.1316971  +
Has author Davide Buscaldi + , Paolo Rosso +
Has remote mirror http://www.dsic.upv.es/~prosso/resources/BuscaldiRosso_GIR07.pdf  +
Language English +
Number of citations by publication 0  +
Number of references by publication 0  +
Pages 89-92  +
Title A comparison of methods for the automatic identification of locations in Wikipedia +
Type unknown  +
Year 2007 +
Creation dateThis property is a special property in this wiki. 28 January 2012 21:59:39  +
Categories Publications without published in parameter  + , Publications without keywords parameter  + , Publications without license parameter  + , Publications without archive mirror parameter  + , Publications without paywall mirror parameter  + , Publications without references parameter  + , Publications  +
Modification dateThis property is a special property in this wiki. 22 February 2012 10:43:48  +
DateThis property is a special property in this wiki. 2007  +
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