Title
Clustering of scientific citations in Wikipedia
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.
Year
Venue
Keywords
2008
Clinical Orthopaedics and Related Research
evolutionary computing,citation analysis,cluster analysis,digital library,wikipedia,scientometrics,non negative matrix factorization
Field
DocType
Volume
Data mining,Fuzzy clustering,Information retrieval,Matrix (mathematics),Computer science,Citation,Matrix decomposition,Cluster analysis
Journal
abs/0805.1
Citations 
PageRank 
References 
5
0.54
3
Authors
1
Name
Order
Citations
PageRank
Finn Aarup Nielsen1503.53