CPC G06N 20/00 (2019.01) [G06F 16/36 (2019.01); G06F 16/5854 (2019.01); G06F 16/954 (2019.01); G06F 16/957 (2019.01); G06F 16/9535 (2019.01); G06N 5/022 (2013.01); G06N 5/04 (2013.01); G06N 5/043 (2013.01); G06T 7/11 (2017.01); G06F 16/243 (2019.01)] | 20 Claims |
1. A computer-implementable method for performing a cognitive search operation comprising:
receiving training data, the training data comprising information based upon user interaction with cognitive attributes;
performing a machine learning operation on the training data;
performing a cognitive learning operation via a cognitive inference and learning system using the training data, 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, an individual cognitive learning technique being associated with a primary cognitive learning style and bounded by an associated primary cognitive learning category, the cognitive learning operation applying the cognitive learning technique via the machine learning operation to generate a cognitive learning result;
generating a cognitive profile based upon the cognitive learning result generated by performing the machine learning operation; and,
performing a cognitive search operation on a corpus of content based upon the cognitive profile, the cognitive search operation returning cognitive results specific to the cognitive profile of the user; and wherein
the individual cognitive learning technique is one of a plurality of cognitive learning techniques, the plurality of cognitive learning techniques comprising a direct correlations cognitive learning technique, an explicit likes/dislikes cognitive learning technique, a patterns and concepts cognitive learning technique, a behavior cognitive learning technique, a concept entailment cognitive learning technique, and a contextual recommendation cognitive learning technique, the direct correlations cognitive learning technique being associated with a declared learning style and bounded by a data-based cognitive learning category, the explicit likes/dislikes cognitive learning technique being associated with the declared learning style and bounded by an interaction-based cognitive learning category, the patterns and concepts cognitive learning technique being associated with an observed learning style and bounded by the data-based cognitive learning category, the behavior cognitive learning technique being associated with the observed learning style and bounded by the interaction-based cognitive learning category, the concept entailment cognitive learning technique being associated with an inferred learning style and bounded by the data-based cognitive learning category, and the contextual recommendation cognitive learning technique being associated with the inferred learning style and bounded by the interaction-based cognitive learning category.
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