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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.
IDOL Server can use cluster results to build taxonomies automatically and in real time.
After the automatic taxonomy generation process has taken place, IDOL Server contextually understands the type of data it is dealing with. It uses this understanding to generate a deep hierarchical contextual taxonomy, known as an information landscape. Much like the automatic cluster to category generation, this feature uses the taxonomy results to create categories.