Cognitive Session Graphs
AssigneeCognitive Scale, Inc.
InventorsMatthew Sanchez, Dilum Ranatunga
Life of this patent
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Abstract
A method, system and computer-usable medium for providing cognitive insights comprising receiving streams of data from a plurality of data sources; processing the streams of data from the plurality of data sources, the processing the streams of data from the plurality of data sources performing data enriching to provide enriched data; generating the cognitive session graph, the cognitive session graph being associated with a session, the cognitive session graph comprising at least some enriched data; and, processing the cognitive session graph to provide a cognitive insight, the cognitive insight being related to the session.
Claims20
A computer-implementable method for generating and using a cognitive session graph comprising:
- receiving streams of data from a plurality of data sources;
- processing the streams of data from the plurality of data sources, the processing the streams of data from the plurality of data sources performing data enriching to provide enriched data;
- generating the cognitive session graph, the cognitive session graph being associated with a session, the session comprising a plurality of queries over a period of time, the plurality of queries being stored within the cognitive session graph associated with the session, a query of the plurality of queries being represented as a node within the cognitive session graph, the node comprising a representation of a time at which the query was asked, the cognitive session graph being associated with a session, the cognitive session graph comprising at least some enriched data, the generating being performed by a cognitive inference and learning system, the cognitive inference and learning system executing on a hardware processor of an information processing system and interacting with the plurality of data sources, the cognitive session graph interacting with an application cognitive graph, the application cognitive graph comprising a cognitive graph associated with a cognitive application, interactions between the cognitive application and the application cognitive graph being represented as a set of nodes in the cognitive session graph, the cognitive inference and learning system comprising a cognitive platform, the cognitive platform and the information processing system performing a cognitive computing function;
- and,
- processing the cognitive session graph to provide a cognitive insight, the cognitive insight being related to the session.
A 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 streams of data from a plurality of data sources;
- processing the streams of data from the plurality of data sources, the processing the streams of data from the plurality of data sources performing data enriching to provide enriched data;
- generating the cognitive session graph, the cognitive session graph being associated with a session, the session comprising a plurality of queries over a period of time, the plurality of queries being stored within the cognitive session graph associated with the session, a query of the plurality of queries being represented as a node within the cognitive session graph, the node comprising a representation of a time at which the query was asked, the cognitive session graph being associated with a session, the cognitive session graph comprising at least some enriched data, the generating being performed by a cognitive inference and learning system, the cognitive inference and learning system executing on a hardware processor of an information processing system and interacting with the plurality of data sources, the cognitive session graph interacting with an application cognitive graph, the application cognitive graph comprising a cognitive graph associated with a cognitive application, interactions between the cognitive application and the application cognitive graph being represented as a set of nodes in the cognitive session graph, the cognitive inference and learning system comprising a cognitive platform, the cognitive platform and the information processing system performing a cognitive computing function;
- and,
- processing the cognitive session graph to provide a cognitive insight, the cognitive insight being related to the session.
A non-transitory, computer-readable storage medium embodying computer program code, the computer program code comprising computer executable instructions configured for:
- receiving streams of data from a plurality of data sources;
- processing the streams of data from the plurality of data sources, the processing the streams of data from the plurality of data sources performing data enriching to provide enriched data;
- generating the cognitive session graph, the cognitive session graph being associated with a session, the session comprising a plurality of queries over a period of time, the plurality of queries being stored within the cognitive session graph associated with the session, a query of the plurality of queries being represented as a node within the cognitive session graph, the node comprising a representation of a time at which the query was asked, the cognitive session graph being associated with a session, the cognitive session graph comprising at least some enriched data, the generating being performed by a cognitive inference and learning system, the cognitive inference and learning system executing on a hardware processor of an information processing system and interacting with the plurality of data sources, the cognitive session graph interacting with an application cognitive graph, the application cognitive graph comprising a cognitive graph associated with a cognitive application, interactions between the cognitive application and the application cognitive graph being represented as a set of nodes in the cognitive session graph, the cognitive inference and learning system comprising a cognitive platform, the cognitive platform and the information processing system performing a cognitive computing function;
- and,
- processing the cognitive session graph to provide a cognitive insight, the cognitive insight being related to the session.
Dependencies are inferred from the claim text.