Stable Random Projection: Lightweight, General-Purpose Dimensionality Reduction for Digitized Libraries

Abstract

Digital libraries today distribute their contents in a way that limits the sort ofwork that can be done with them. Modern libraries are so large-often containingmillions of books or articles-that the technical resources needed to work withthem can be immense.