1. A computer-implemented system for clustering similar documents, comprising: concepts for a set of documents; an occurrence module to determine occurrence frequencies of each concept in the document set; a distance module to calculate a distance quantifying a similarity for each of the documents in the set with one or more clusters of documents based on the concepts; a map module to map each document to one of the one or more document clusters based on the distance; and a processor to execute the modules.