The bulk of such work has focused on topical categorization, attempting to sort documents according to their subject matter (e.g., sports vs. politics).
recent years have seen rapid growth in on-line discussion groups and review sites (e.g., the New York Times' Books web page) where a crucial characteristic of the posted articles is their sentiment, or overall opinion towards the subject matter -for example, whether a product review is positive or negative.