Systems and Methods for Tailoring Marketing

Patent №

US 10,181,126

Granted

2019-01-15

Filed 2013

Owner

AMERICAN EXPRESS TRAVEL RELATED SERVICES COMPANY, INC.

Lab

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13794301

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. The method may further comprise generating a ranked list of items based upon a plurality of 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 representationPlanningG06Q 30/0201G06Q 20/209G06Q 20/384G06Q 30/0204G06Q 30/0206G06Q 30/0222G06Q 30/0236G06Q 30/0246+11 more

AI classification

Planning1.00
Natural language0.99
Knowledge representation0.90
Machine learning0.67
AI hardware0.17
Vision0.06
Speech0.00
Evolutionary computation0.00

Ownership

AMERICAN EXPRESS TRAVEL RELATED SERVICES COMPANY, INC.

assignment · 308600212

Assignors

FISCHER, TERRENCE, KORTEN, CARLOS W., WALSTER, MARISA J.

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

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