9. The method of claim 6 , wherein the subspace is determined in part by an orthogonal decomposition of the term-by-document matrix representation of the document collection.
6. The method of claim 1 , wherein the step of computing further comprises recomposing a vector representation in the original term space, the vector representation being based at least in part on a projection of an original vector representation in a predetermined vector subspace.