System including inductive learning arrangement for adaptive management of behavior of complex entity
First Claim
1. A computer system comprising:
- A. a data acquisition portion for acquiring event data in response to selected events;
B. an inductive engine for generating profile knowledge in response to event data received by said inductive engine;
C. a profile knowledge store for storing profile knowledge generated by said inductive engine;
D. a profile comparator for performing a verification operation in connection with comparing event data to said profile knowledge stored in said profile knowledge store; and
E. a control portion for enabling event data acquired by said data acquisition portion to be directed to said inductive engine during a learning phase and to said profile comparator during an operational phase to thereby permit the comparator to perform a verification operation in connection with said event data acquired during said operational phase.
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Accused Products
Abstract
A system and method for adaptively managing the behavior of, for example, a digital data processing system, using inductive learning techniques. The new system includes a data acquistion portion that acquires event data in response to selected events. An inductive engine generates profile knowledge in response to acquired event data during a learning phase, for storage in a profile knowledge store. A profile comparator, during an operational phase, subsequent to the learning phase, performs a verification operation in connection with comparing event data to said profile knowledge stored in said profile knowledge store. A control portion enables event data acquired by said data acquisition portion to be directed to the inductive engine during a learning phase and to the profile comparator during an operational phase to thereby permit the comparator to perform a verification operation in connection with said event data acquired during the operational phase.
53 Citations
10 Claims
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1. A computer system comprising:
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A. a data acquisition portion for acquiring event data in response to selected events; B. an inductive engine for generating profile knowledge in response to event data received by said inductive engine; C. a profile knowledge store for storing profile knowledge generated by said inductive engine; D. a profile comparator for performing a verification operation in connection with comparing event data to said profile knowledge stored in said profile knowledge store; and E. a control portion for enabling event data acquired by said data acquisition portion to be directed to said inductive engine during a learning phase and to said profile comparator during an operational phase to thereby permit the comparator to perform a verification operation in connection with said event data acquired during said operational phase. - View Dependent Claims (2, 3, 4, 5)
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6. A computer implemented method comprising the steps of:
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A. acquiring, during a learning phase, training event data in response to selected events; B. enabling, during said learning phase, an inductive engine to receive acquired training event data and generating in response thereto profile knowledge; C. maintaining profile knowledge generated by said inductive engine for use during a later operational phase; D. acquiring, during an operational phase, operational event data in response to selected events E. using the profile knowledge and said operational event data to perform a verification operation in connection with said operational event data. - View Dependent Claims (7, 8, 9, 10)
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Specification