A method, a system and a computer program product create mappings between taxonomies in which documents are classified from a category of a taxonomy to one or more categories within a master taxonomy based on a statistical model and classification score values. The document classifications are analyzed to determine a mapping between the taxonomy category and a corresponding category of the master taxonomy, where the category is mapped to the corresponding category in the master taxonomy in response to sufficient classification score values for the documents.