Clustering of scientific citations in Wikipedia

Details Clustering of scientific citations in Wikipedia Clustering of scientific citations in Wikipedia

2008-05-08

arxiv.org/abs/0805.1154v2

Computer Science

Digital Libraries

7 pages; 2 figures, Wikimania 2008; Corrected typos

Scientific paper

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.

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