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.
AI classification
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.