Clustering of scientific citations in Wikipedia

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Clustering of scientific citations in Wikipedia
Authors: Finn Årup Nielsen [edit item]
Citation: Wikimania  : . 2008.
Publication type: Conference paper
Peer-reviewed: No
Database(s):
DOI: Define doi.
Google Scholar cites: Citations
Link(s): Paper link
Added by Wikilit team: Added on initial load
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Clustering of scientific citations in Wikipedia is a publication by Finn Årup Nielsen.


[edit] 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.

[edit] Research questions

Research details

Topics: Reliability, Ranking and clustering systems [edit item]
Domains: Computer science, Information science [edit item]
Theory type: Analysis [edit item]
Wikipedia coverage: Main topic [edit item]
Theories: [edit item]
Research design: Mathematical modeling [edit item]
Data source: Wikipedia pages [edit item]
Collected data time dimension: Longitudinal [edit item]
Unit of analysis: Article [edit item]
Wikipedia data extraction: Dump [edit item]
Wikipedia page type: Article [edit item]
Wikipedia language: English [edit item]

[edit] Conclusion

[edit] Comments


Further notes[edit]

Facts about "Clustering of scientific citations in Wikipedia"RDF feed
AbstractThe instances of templates in Wikipedia foThe 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.e or less representing a scientific topic.
Added by wikilit teamAdded on initial load +
Collected data time dimensionLongitudinal +
Data sourceWikipedia pages +
Google scholar urlhttp://scholar.google.com/scholar?ie=UTF-8&q=%22Clustering%2Bof%2Bscientific%2Bcitations%2Bin%2BWikipedia%22 +
Has authorFinn Årup Nielsen +
Has domainComputer science + and Information science +
Has topicReliability + and Ranking and clustering systems +
Peer reviewedNo +
Publication typeConference paper +
Published inWikimania +
Research designMathematical modeling +
Revid10,695 +
Theory typeAnalysis +
TitleClustering of scientific citations in Wikipedia
Unit of analysisArticle +
Urlhttp://arxiv.org/abs/0805.1154 +
Wikipedia coverageMain topic +
Wikipedia data extractionDump +
Wikipedia languageEnglish +
Wikipedia page typeArticle +
Year2008 +