PROSPECTIVE MEDIA CONTENT GENERATION USING NEURAL NETWORK MODELING

Patent №

US 11,620,489

Granted

2023-04-04

Filed 2020

Owner

FEM, INC.

+1 more

Lab

AI components

4

ml · kr · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16930355

A system for prospectively identifying media characteristics for inclusion in media content is disclosed. A neural network database including media characteristic information and feature information may associate relationships among the media characteristic information and feature information. Personal characteristic information associated with target media consumers may be used to select a subset of the neural network database. A first set of nodes, representing selected feature information, may be activated. The node interactions may be calculated to detect the activation of a second set of nodes, the second set of nodes representing media characteristic information. Generally, a node is activated when an activation value of the node exceeds a threshold value. Media characteristic information may be identified for inclusion in media content based on the second set of nodes.

AI classification

Machine learning1.00
AI hardware1.00
Knowledge representation0.98
Evolutionary computation0.57
Vision0.02
Planning0.02
Speech0.01
Natural language0.00

Ownership

FEM, INC.

assignment · 532360136

THE NIELSEN COMPANY (US), LLC

assignment · 532360139

Assignors

BHATT, MEGHANA, PAYNE, RACHEL

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

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