SYSTEM AND METHOD FOR BEHAVIORAL SEGMENT OPTIMIZATION BASED ON DATA EXCHANGE

Patent №

US 8,554,602

Granted

2013-10-08

Filed 2010

Owner

EXELATE, INC.

+1 more

Lab

AI components

3

ml · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12761779

System and method for automatic definition and tuning of user segment combinations used for targeted advertisement and marketing. Automated analysis and feedback modules may provide, ad hoc, optimized market segments definitions that maximize the conversion ratio for advertisements. The system and method may optimize of segment data based on a learning-running process built around a data exchange within a real-time bidding (RTB) media exchange system. In identifying qualified combinations for segments on-going loops or iterations may analyze the correlation between the performance of an advertisement or “creative” and user data, based on a set of parameters. As a part of data segmentation, embodiments of the present invention find combinations of parameters that may predict lift. Segment combinations are optimized by, for example combining a segment combination with one or more other segment combinations and/or dividing a segment combination into two or more different combinations.

Machine learningKnowledge representationAI hardwareG06Q 30/0246G06Q 30/0251G06Q 30/0254G06Q 30/0275

AI classification

Machine learning1.00
Knowledge representation0.85
AI hardware0.54
Vision0.28
Natural language0.20
Planning0.01
Evolutionary computation0.00
Speech0.00

Ownership

EXELATE, INC.

assignment · 299850243

CITIBANK, N.A., AS COLLATERAL AGENT

correct · 357540225

Assignors

ZOHAR, MEIR, BEN-ZVI, NITZAN

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

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