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Automatic taxonomy generation can automatically understand and create deep hierarchical contextual taxonomies of information. You can use clustering, or any other conceptual operation, as a seed for the process.
The resulting taxonomy can:
Provide insight into specific areas of the information.
Provide an overall information landscape.
Act as training material for automatic categorization, which then places information into a formally dictated and controlled category hierarchy.