SYSTEMS AND METHODS FOR GENERATING AND USING KNOWLEDGE GRAPHS

Patent №

US 11,468,342

Granted

2022-10-11

Filed 2019

Owner

JPMORGAN CHASE BANK, N.A.

Lab

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16569014

Systems and methods for generating and using knowledge graphs are disclosed. In one embodiment, in an information processing apparatus comprising at least one computer processor a method for generating a knowledge graph may include: (1) receiving data from at least one data source; (2) identifying facts in the data; (3) generating a relationship triple for each fact, wherein the relationship triples identify a subject, a predicate, and an object; and (4) populating the knowledge graph comprising nodes and edges with the relationship triples, wherein the nodes represent the subjects and the objects, and the edges represent the predicates, wherein each edge is associated with a weighting indicating a strength of the predicate relationship between the subject and the object.

Machine learningNatural languageKnowledge representationPlanningG06F 40/211G06N 5/025G06F 40/169G06F 40/253G06F 40/279G06F 40/30G06N 5/022

AI classification

Knowledge representation1.00
Machine learning1.00
Natural language1.00
Planning0.97
AI hardware0.25
Vision0.05
Evolutionary computation0.00
Speech0.00

Ownership

JPMORGAN CHASE BANK, N.A.

assignment · 503600386

Assignors

WEST, MALCOLM

On an employer assignment, the assignors are typically the inventors.

© 2026 NYSGPT2525 LLC