Method for Performing a Cognitive Learning Lifecycle Operation

• US 20170091661A1
• Filed: 09/29/2015
• Published: 03/30/2017
• Est. Priority Date: 09/29/2015
• Status: Active Grant

• Current Assignee: Tecnotree Technologies Incorporated
• Original Assignee: Cognitive Scale Inc (Tecnotree Oyj)
• Inventors: Sanchez, Matthew, Saxena, Manoj
• Granted Patent: US 10,325,213 B2
• Time in Patent Office: Days
• US Class Current: 1/1
• CPC Class Codes: G06N 5/04 Inference or reasoning models

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 comprising a plurality of cognitive learning operation lifecycle phases, the cognitive learning operation applying a cognitive learning technique to generate a cognitive learning result; and, updating a destination based upon the cognitive learning result.

Claims

1. 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 comprising a plurality of cognitive learning operation lifecycle phases, the cognitive learning operation applying a cognitive learning technique to generate a cognitive learning result; and

,

updating a destination based upon the cognitive learning result.

2. The cognitive learning method of claim 1, wherein

the plurality of cognitive learning operation lifecycle phases comprises a source learning operation lifecycle phase, the source learning operation lifecycle phase acquiring data from the plurality of data sources, the source learning operation lifecycle phase ensuring data ownership rights are observed on the data received from the plurality of data sources.

3. The cognitive learning method of claim 2, wherein:

the plurality of cognitive learning operation lifecycle phases comprises a learn learning operation lifecycle phase, the learn learning operation lifecycle phase receiving information from the source learning operation lifecycle phase and managing cognitive learning operations via a cognitive learning agent.

4. The cognitive learning method of claim 3, wherein:

the plurality of cognitive learning operation lifecycle phases comprises an infer learning operation lifecycle phase, the infer learning operation lifecycle phase receiving information from the learn learning operation lifecycle phase and performing an inference learning operation on the information, the inference learning operation comprising at least one of a concept entailment cognitive learning technique and a contextual recommendation cognitive learning technique.

5. The cognitive learning method of claim 4, wherein:

the plurality of cognitive learning operation lifecycle phases comprises an interpret learning operation lifecycle phase, the interpret learning operation lifecycle phase interpreting results from the learn learning operation lifecycle phase and the infer learning operation lifecycle phase to provide cognitive learning results for consumption by a recipient.

6. The cognitive learning method of claim 1, wherein:

the plurality of cognitive learning operation lifecycle phases comprises an act learning operation lifecycle phase, the act learning operation lifecycle phase receiving the cognitive learning results and effecting an action based upon the cognitive learning results.