Mapping subsets of scholarly information
Paul Ginsparg, Paul Houle, Thorsten Joachims, Jae-Hoon Sul · Proceedings of the National Academy of Sciences · 2004
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.