Cognitive Session Graphs Including Blockchains

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 data from a plurality of data sources, the plurality of data sources comprising a blockchain data source, the blockchain data source providing blockchain data;
• processing the data from the plurality of data sources, the processing the data from the plurality of data sources performing data enriching to provide enriched data;
• providing the blockchain data to a cognitive inference and learning system, the cognitive inference and learning system comprising a cognitive platform;
• generating the cognitive session graph, the cognitive session graph being associated with a session, the cognitive session graph comprising at least some enriched data, 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;
• performing a cognitive machine learning operation via the cognitive inference and learning system using the blockchain data, the cognitive machine 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, an individual cognitive learning technique being associated with a primary cognitive learning style and bounded by an associated primary cognitive learning category, the cognitive machine learning operation applying the cognitive learning technique via a machine learning algorithm to generate a cognitive learning result;
• associating a cognitive blockchain with the cognitive session graph;
• and,
• updating a knowledge model using the cognitive learning result and the cognitive session graph, the updating being performed via the cognitive platform of the cognitive inference and learning system.

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, the plurality of data sources comprising a blockchain data source, the blockchain data source providing blockchain data;
• processing the data from the plurality of data sources, the processing the data from the plurality of data sources performing data enriching to provide enriched data;
• providing the blockchain data to a cognitive inference and learning system, the cognitive inference and learning system comprising a cognitive platform;
• generating the cognitive session graph, the cognitive session graph being associated with a session, the cognitive session graph comprising at least some enriched data, 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;
• performing a cognitive machine learning operation via the cognitive inference and learning system using the blockchain data, the cognitive machine 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, an individual cognitive learning technique being associated with a primary cognitive learning style and bounded by an associated primary cognitive learning category, the cognitive machine learning operation applying the cognitive learning technique via a machine learning algorithm to generate a cognitive learning result;
• associating a cognitive blockchain with the cognitive session graph;
• and,
• updating a knowledge model using the cognitive learning result and the cognitive session graph, the updating being performed via the cognitive platform of the cognitive inference and learning system.