Clustering of scientific citations in Wikipedia: Wikimania 2008

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Finn Årup Nielsen - Speaker

The instances of templates in Wikipedia form an interesting data set of structured information. Here I focus on the cite journal template that is primarily used for citation to articles in scientific journals. These citations can be extracted and analyzed: Non-negative matrix factorization is performed on a (article x journal) matrix resulting in a soft clustering of Wikipedia articles and scientific journals, each cluster more or less representing a scientific topic.
Place: Bibliotheca Alexandrina, Alexandria, Egypt
19 Jun 2008

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    Keywords

  • wikipedia
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