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US 11,379,740 B2Granted
Method for performing a cognitive learning operation via a cognitive learning framework
AssigneeCognitive Scale, Inc.
InventorsMatthew Sanchez, Manoj Saxena
Life of this patent
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Abstract
A cognitive learning method comprising: receiving data from a plurality of data sources; processing the data from the plurality of data sources to perform a cognitive learning operation, the processing being performed via a cognitive inference and learning system, the cognitive learning operation implementing a cognitive learning technique according to a cognitive learning framework, the cognitive learning operation applying the cognitive learning technique to generate a cognitive learning result; and, updating a destination based upon the learning result.
Claims20
A cognitive learning method comprising:
- receiving data from a plurality of data sources;
- processing the data from the plurality of data sources to perform a cognitive learning operation, the processing being performed via a cognitive inference and learning system, the cognitive learning operation implementing a cognitive learning technique according to a cognitive learning framework, the cognitive learning framework comprising a plurality of cognitive learning styles and a plurality of cognitive learning categories, each of the plurality of cognitive learning styles comprising a generalized learning approach implemented by the cognitive inference and learning system to perform the cognitive learning operation, each of the plurality of cognitive learning categories referring to a source of information used by the cognitive inference and learning system when performing the cognitive learning operation, the cognitive learning operation applying the cognitive learning technique to generate a cognitive learning result, the cognitive inference and learning system comprising a cognitive platform, the cognitive platform comprising:
- a cognitive engine, the cognitive engine comprising a dataset engine, a graph query engine and an insight/learning engine,
- a sourcing agent, the sourcing agent sourcing the data from the plurality of data sources, and,
- a destination agent, the destination agents publishing the cognitive learning result to a consumer of cognitive insight data;
- and,
- updating a knowledge model using the cognitive learning result, the updating being performed via the cognitive platform of the cognitive inference and learning system.
4 more elements
A cognitive information processing system comprising:
- a processor;
- a data bus coupled to the processor;
- and
- a non-transitory, computer-readable storage medium embodying computer program code, the non-transitory, computer-readable storage medium being coupled to the data bus, the computer program code interacting with a plurality of computer operations and comprising instructions executable by the processor and configured for:
- receiving data from a plurality of data sources;
- processing the data from the plurality of data sources to perform a cognitive learning operation, the processing being performed via a cognitive inference and learning system, the cognitive learning operation implementing a cognitive learning technique according to a cognitive learning framework, the cognitive learning framework comprising a plurality of cognitive learning styles and a plurality of cognitive learning categories, each of the plurality of cognitive learning styles comprising a generalized learning approach implemented by the cognitive inference and learning system to perform the cognitive learning operation, each of the plurality of cognitive learning categories referring to a source of information used by the cognitive inference and learning system when performing the cognitive learning operation, the cognitive learning operation applying the cognitive learning technique to generate a cognitive learning result, the cognitive inference and learning system comprising a cognitive platform, the cognitive platform comprising:
- a cognitive engine, the cognitive engine comprising a dataset engine, a graph query engine and an insight/learning engine,
- a sourcing agent, the sourcing agent sourcing the data from the plurality of data sources, and,
- a destination agent, the destination agents publishing the cognitive learning result to a consumer of cognitive insight data;
- and,
- updating a knowledge model using the cognitive learning result, the updating being performed via the cognitive platform of the cognitive inference and learning system.
8 more elements
A non-transitory, computer-readable storage medium embodying computer program code, the computer program code comprising computer executable instructions configured for:
- receiving data from a plurality of data sources;
- processing the data from the plurality of data sources to perform a cognitive learning operation, the processing being performed via a cognitive inference and learning system, the cognitive learning operation implementing a cognitive learning technique according to a cognitive learning framework, the cognitive learning framework comprising a plurality of cognitive learning styles and a plurality of cognitive learning categories, each of the plurality of cognitive learning styles comprising a generalized learning approach implemented by the cognitive inference and learning system to perform the cognitive learning operation, each of the plurality of cognitive learning categories referring to a source of information used by the cognitive inference and learning system when performing the cognitive learning operation, the cognitive learning operation applying the cognitive learning technique to generate a cognitive learning result, the cognitive inference and learning system comprising a cognitive platform, the cognitive platform comprising:
- a cognitive engine, the cognitive engine comprising a dataset engine, a graph query engine and an insight/learning engine,
- a sourcing agent, the sourcing agent sourcing the data from the plurality of data sources, and,
- a destination agent, the destination agents publishing the cognitive learning result to a consumer of cognitive insight data;
- and,
- updating a knowledge model using the cognitive learning result, the updating being performed via the cognitive platform of the cognitive inference and learning system.
4 more elements
Dependencies are inferred from the claim text.