Mapping subsets of scholarly information.

Ginsparg, Paul; Houle, Paul; Joachims, Thorsten; Sul, Jae-Hoon · Proc Natl Acad Sci U S A · 2004

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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.

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