Mapping Subsets of Scholarly Information

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Dec 11, 2003
Paul Ginsparg, Paul Houle, Thorsten Joachims, Jae-Hoon Sul
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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.

* 10 pages, 4 figures, presented at Arthur M. Sackler Colloquium on "Mapping Knowledge Domains", 9--11 May 2003, Beckman Center, Irvine, CA, proceedings to appear in PNAS  
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