Patent №
US 9,881,309
Granted
2018-01-30
Filed 2013
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
13794374
The systems and methods described herein 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 at least one of: 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, a share of wallet, and/or the like.
AI classification
Ownership
AMERICAN EXPRESS TRAVEL RELATED SERVICES COMPANY, INC.
assignment · 308730933
Assignors
CHAU, LEE, FISCHER, TERRENCE, MAVROMATIS, ANTHONY, SMITH, ANDREW K., VARADACHARY, VENKAT, YUAN, HENRY
On an employer assignment, the assignors are typically the inventors.