Cognitive profiles
A method, system and computer-usable medium for performing cognitive computing operations 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 for incorporation into a cognitive graph; defining a cognitive persona within the cognitive graph, the cognitive persona corresponding to an archetype user model, the cognitive persona comprising a set of nodes in the cognitive graph; associating a user with the cognitive persona; defining a cognitive profile within the cognitive graph, the cognitive profile comprising an instance of the cognitive persona that references personal data associated with the user; associating the user with the cognitive profile; and, performing a cognitive computing operation based upon the cognitive profile associated with the user.
1. A computer-implementable method for performing cognitive computing operations 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 for incorporation into a cognitive graph, the data enriching performing sentiment analysis, geotagging and entity detection operations on the streams of data from the plurality of data sources, the processing 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 inference and learning system comprising a cognitive platform, the cognitive platform comprising a cognitive engine, the cognitive engine processing the streams of data from the plurality of data sources;
incorporating enriched data resulting from the performing of the data enriching into the cognitive graph as nodes within the cognitive graph;
defining a cognitive persona within the cognitive graph, the cognitive persona corresponding to an archetype user model, the defining comprising associating attributes with respective nodes of a set of nodes in the cognitive graph;
associating a user with the cognitive persona; and,
defining a cognitive profile within the cognitive graph, the cognitive profile comprising an instance of the cognitive persona that references personal data associated with the user, the personal data associated with the user being stored as at least one node within the cognitive graph;
associating the user with the cognitive profile; and,
performing a cognitive computing operation based upon the cognitive profile associated with the user, the cognitive computing operation comprising at least one of performing a spatial navigation operation, a machine vision operation and a pattern recognition operation on at least some of the streams of data from the plurality of data sources.
2. The method of claim 1 , wherein:
the personal data comprises data associated with an interaction of the user with the cognitive graph.
3. The method of claim 1 , wherein:
the personal data is distributed among the plurality of data sources.
4. The method of claim 3 , further comprising:
aggregating the personal data distributed among the plurality of data sources to define the cognitive profile.
5. The method of claim 1 , wherein:
the cognitive profile represents a plurality of attributes associated with the user; and
each of the plurality of attributes corresponds to a node within the set of nodes in the cognitive graph.
6. The method of claim 1 , further comprising:
receiving user provided personal information; and,
associating the user with the cognitive profile based upon user provided personal information.