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Proc Natl Acad Sci U S A. 2004 Apr 6;101 Suppl 1:5236-40. Epub 2004 Feb 6.

Mapping subsets of scholarly information.

Author information

  • 1Cornell University, Ithaca, NY 14853, USA. ginsparg@cornell.edu

Abstract

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.

PMID:
14766973
[PubMed - indexed for MEDLINE]
PMCID:
PMC387301
Free PMC Article

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