Inductive Learning Engine

Included in all Plasma editions, the ESR Inductive Learning Engine (ILE) is a language and concept learning engine that learns entity (names, numbers, or any data type) extraction context from examples of content provided as a test set. The extraction context can then be used to recognize similar events in other input texts. The learning engine builds new extraction context by recognizing local syntactic relationships between the sets of constituents within individual sentences that participate in events to be extracted. The learning engine generalizes extraction context it has learned previously through simple inductive learning sets of words that can be treated synonymously within the context.

The Inductive Learning Engine key benefits are:

• Enables automatic entity extraction and clustering for faster and more accurate content indexing.
  
  
• Provides contextual insight into individual components of documents.
  
  
• Increases search precision and recall based on learned industry specific language and concept.
  
  
• Facilitates knowledge discovery, helps you find the knowns and the unknowns.