Abstract: The present invention provides a search method and system for matching a commodity to one or more applications for using the commodity. A plurality of properties associated with the commodity are identified. A collection of documents for searching for a plurality of combinations of said properties is then defined, wherein the combination includes a single property or multiple properties. The defined collection of documents is searched for all occurrences of the combination of properties, and the hits retrieved for those documents that include the properties. The hits are then associated with one or more subclasses of a classification scheme, and reviewed for those hits that include the properties of the commodity but not the commodity, wherein subclasses not including hits that include the commodity are matched as applications for the commodity.

Abstract: A method of managing information comprises generating a categorized document base. Generating the document base comprises providing a pre-existing classification of things other than documents, providing a source collection of documents, and automatically assessing the documents using Information Retrieval techniques to assign at least some of the documents to one or more taxa of the classification. For each taxon in the classification one or more numerical scores are assigned, based at least in part on a composition, makeup or constitution of the documents assigned to the taxon of the categorized document base.