USER BEHAVIOR SEGMENTATION USING LATENT TOPIC DETECTION

Patent №

US 10,242,019

Granted

2019-03-26

Filed 2015

Owner

EXPERIAN INFORMATION SOLUTIONS, INC.

Lab

AI components

3

ml · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14975654

The features relate to artificial intelligence directed compression of user event data based on complex analysis of user event data including latent feature detection and clustering. Further features are described for reducing the size of data transmitted during event processing data flows and devices such as card readers or point of sale systems. Machine learning features for dynamically determining an optimal compression as well as identifying targeted users and providing content to the targeted users based on the compressed data are also included.

Machine learningKnowledge representationAI hardwareG06F 16/1744G06F 9/542G06F 16/23G06F 16/285G06F 40/216G06F 40/30G06N 7/01G06N 20/00+4 more

AI classification

AI hardware1.00
Machine learning1.00
Knowledge representation0.91
Planning0.23
Natural language0.07
Evolutionary computation0.02
Vision0.00
Speech0.00

Ownership

EXPERIAN INFORMATION SOLUTIONS, INC.

assignment · 454280379

Assignors

SHAN, HONGHAO

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

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