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Mapping subsets of scholarly information. Proceedings of the National Academy of Sciences of the United States of America [Proc Natl Acad Sci U S A] Journal article

 
Ginsparg P, Houle P, Joachims T, Sul JH 
Mapping subsets of scholarly information. [Journal Article, Research Support, Non-U.S. Gov't, Research Support, U.S. Gov't, Non-P.H.S.]
Proc Natl Acad Sci U S A 2004 Apr 6.:5236-40.


We illustrate the use of machine learning techniques to analyze, structure, maintain, and evolve a large online corpus of academic literature. An emerging field of research can be identified as part of an existing corpus, permitting the implementation of a more coherent community structure for its practitioners.



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