@MISC\{IMM2008-05677, author = "F. {\AA}. Nielsen", title = "Clustering of scientific citations in Wikipedia (slides)", year = "2008", month = "jul", keywords = "Wikipedia, non-negative matrix factorization, clustering, scientometrics, Wikimania, citation", publisher = "Informatics and Mathematical Modelling, Technical University of Denmark", address = "Richard Petersens Plads, Building 321, {DK-}2800 Kgs. Lyngby", url = "http://www2.compute.dtu.dk/pubdb/pubs/5677-full.html", abstract = "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." }