1. A processing system for representing documents relative to importance of words in the document, including: a processor comprising a weighting model of word importance in a document in a collection relative to an importance of the word in other documents in the collection by computing a deviation of distribution of the word from a probability distribution of the word in other documents in the collection, wherein the deviation distribution is weighted in accordance with a concavity function.