Categorization using the prepared contexts provides a view
of documents through specific interest lenses. An important
aspect of the proposed method is that with the change of user’s
topics of interest, the classification contexts can be quickly
redefined. Consequently, the same documents can be
categorized into newly defined contexts without the need for a
new set of training documents and classifier re-training