System and Method for a Relative Consumer Cost

Patent №

US 11,734,699

Granted

2023-08-22

Filed 2015

Owner

AMERICAN EXPRESS TRAVEL RELATED SERVICES COMPANY, INC.

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14928905

The systems and methods may be used to recommend an item to a consumer. The methods may comprise determining, based on a collaborative filtering algorithm, a consumer relevance value associated with an item, and transmitting, based on the consumer relevance value, information associated with the item to a consumer. A collaborative filtering algorithm may receive as an input a transaction history associated with the consumer, a demographic of the consumer, a consumer profile, a type of transaction account, a transaction account associated with the consumer, a period of time that the consumer has held a transaction account, a size of wallet, and/or a share of wallet. The method may further comprise generating a ranked list of items based upon consumer relevance values, transmitting a ranked list of items to a consumer, and/or re-ranking a ranked list of items based upon a merchant goal.

Machine learningNatural languageKnowledge representationPlanningAI hardwareG06Q 30/0201G06Q 20/209G06Q 20/384G06Q 30/0204G06Q 30/0206G06Q 30/0222G06Q 30/0236G06Q 30/0246+11 more

AI classification

Planning1.00
Knowledge representation0.99
Machine learning0.86
Natural language0.74
AI hardware0.69
Evolutionary computation0.03
Vision0.00
Speech0.00

Ownership

AMERICAN EXPRESS TRAVEL RELATED SERVICES COMPANY, INC.

assignment · 370180880

Assignors

CHAU, LEE, FISCHER, TERRENCE, MAVROMATIS, ANTHONY, VARADACHARY, VENKAT, WANG, MICHAEL

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

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