MACHINE REASONING AS A SERVICE

Patent №

US 11,610,690

Granted

2023-03-21

Filed 2021

Owner

IQVIA INC.

Lab

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17374650

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for responding to a query. In some implementations, a computer obtains a query. The computer determines a meaning for each term in the query. The computer determines user data for the user that submitted the query. The computer identifies one or more ontologies based on the meanings for at least some of the terms. The computer identifies a knowledge graph based on the identified ontologies and the user data. The computer generates a response to the query by traversing a path of the identified knowledge graph to identify items in the knowledge graph based on the determined meaning for each of the terms. The computer generates path data that represents the path taken by the computer through the identified knowledge graph. The computer provides the generated response and the path data to the client device.

Machine learningNatural languageVisionKnowledge representationPlanningAI hardwareG06F 40/216G16H 50/70G06F 16/9024G06F 16/90344G06F 40/247G06F 40/295G06F 40/30G06F 40/35+8 more

AI classification

Natural language1.00
Planning1.00
Knowledge representation1.00
AI hardware1.00
Machine learning1.00
Vision0.55
Evolutionary computation0.00
Speech0.00

Ownership

IQVIA INC.

assignment · 568910890

Assignors

JOSEPHSON, SCOTT, SHORTER, GARY

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

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