IP Library Granted Patent US 10,915,825
Granted Patent B2
US 10,915,825 · App. 16/434,493 · Granted Feb 9, 2021

Method for performing a cognitive learning lifecycle operation

Inventors: Matthew Sanchez (Austin, TX); Manoj Saxena (Austin, TX)
Assignee: Cognitive Scale, Inc.
G06N5/04
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Quick Facts
Patent No.
US 10,915,825
App. No.
16/434,493
Granted
Feb 9, 2021
Kind
B2
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 (18)

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 lifecycle phases interacting with one another by providing and receiving data between adjacent phases, the cognitive learning operation applying a cognitive learning technique to generate a cognitive learning result, the cognitive inference and learning system comprising a cognitive platform, the cognitive platform comprising:

a cognitive engine, the cognitive engine comprising a dataset engine, a graph query engine and an insight/learning engine,

a plurality of sourcing agents, the plurality of sourcing agents sourcing the data from the plurality of data sources, and,

a plurality of destination agents, the plurality of destination agents publishing the cognitive learning result to a consumer of cognitive insight data;

 updating a knowledge model using the cognitive learning result, the updating being performed via the cognitive platform of the cognitive inference and learning system; 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.

Assignments (4)
SECURITY INTEREST Recorded Dec 22, 2022
From: TECNOTREE TECHNOLOGIES INC.
To: TRIPLEPOINT CAPITAL LLC
Reel/Frame 062213/0388 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Dec 14, 2022
From: COGNITIVE SCALE, INC.; COGNITIVESCALE SOFTWARE INDIA PVT. LTD.; COGNITIVE SCALE UK LTD.; COGNITIVE SCALE (CANADA) INC.
To: TECNOTREE TECHNOLOGIES, INC.
Reel/Frame 062125/0051 →
SECURITY INTEREST Recorded Oct 25, 2022
From: COGNITIVE SCALE INC.
To: TRIPLEPOINT CAPITAL LLC
Reel/Frame 061771/0001 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jun 7, 2019
From: SANCHEZ, MATTHEW; SAXENA, MANOJ
To: COGNITIVE SCALE, INC.
Reel/Frame 049403/0305 →
Continuity (2)
Continuation 14869204 · Sep 29, 2015
Related Publication 20190311276A1 · Oct 10, 2019
Cited By (1)
US 12,481,691