In the following, n and m represent the number of unique words and unique contexts, respectively, and N (w, c) denotes the number of cooccurrence of word w and context c. Document frequency (DF), commonly used for weighting in information retrieval, is the number of documents a term co-occur with.
in this section, context selection methods proposed for text categorization or information retrieval are introduced.