ARTIFICIAL INTELLIGENCE SYSTEM FOR AUTOMATED SELECTION AND PRESENTATION OF INFORMATIONAL CONTENT

Patent №

US 10,909,604

Granted

2021-02-02

Filed 2018

Owner

AMAZON TECHNOLOGIES, INC.

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15914923

A set of informational content elements pertaining to an item for presentation to one or more potential item consumers is identified at an artificial intelligence service. A plurality of optimization iterations are implemented. In a particular iteration, a set of content elements to be presented to a target audience in accordance with a set of presentation constraints indicated by a content source associated with the item is identified using a machine learning model, and metrics indicating the effectiveness of the content elements are analyzed.

Machine learningNatural languageKnowledge representationPlanningG06Q 30/0623G06F 18/2415G06N 3/006G06N 3/092G06N 20/00G06Q 30/0253G06Q 30/0256G06Q 30/0631+3 more

AI classification

Planning1.00
Machine learning1.00
Knowledge representation0.99
Natural language0.97
Vision0.49
Evolutionary computation0.40
AI hardware0.10
Speech0.01

Ownership

AMAZON TECHNOLOGIES, INC.

assignment · 540340347

Assignors

ZAPPELLA, GIOVANNI

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

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