1. A method for detecting new events and/or classes of documents and tracking evolution thereof in a database, said new events and/or classes of said documents being added to said database, said documents including attribute data related to a temporal parameter, said method comprising the steps of: providing vectors of said documents based on attribute data that includes said temporal parameter, and detecting said new events and/or classes of said documents and tracking evolution thereof using said vectors.