System for extracting knowledge of typicality and...

Details System for extracting knowledge of typicality and... System for extracting knowledge of typicality and...

G - Physics

06

F

G06F 15/18 (2006.01) G06F 17/30 (2006.01) G06K 9/62 (2006.01) G06N 5/02 (2006.01)

Patent

CA 2137368

A knowledge tree building system iteratively partitions a database (28a-28n) of case records into a tree of conceptually meaningful clusters (74). Each cluster (74) is automatically assigned a unique conceptual meaning in accordance with its unique pattern of typicality and exceptionality within the knowledge tree (28); no prior domain-dependent knowledge is required. The system fully utilizes all available quantitative and qualitative case record da- ta. Knowledge trees built by the system are particularly well suited for artifi- cial intelligence applications such as pattern classification and nonmonoton- ic reasoning.

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