ESTIMATING THE SPEND CAPACITY OF CONSUMER HOUSEHOLDS

Patent №

US 9,754,271

Granted

2017-09-05

Filed 2013

Owner

AMERICAN EXPRESS TRAVEL RELATED SERVICES COMPANY, INC.

Lab

AI components

2

ml · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13769670

The spend capacity of a consumer typically increases as the number of consumers in the household increases, since the consumer can draw on the spending power of other consumers in the household. The size of wallet of the household is thus a better indicator of the consumer's spend capacity than an individual size of wallet. All consumers in a given household can be aggregated based on, for example, their address of record. Duplicate tradelines within each household are removed from consideration in a size of wallet estimate. A spend capacity is then estimated for each tradeline using calculations derived from a consumer behavior model. The spend capacities for all tradelines in the household are combined to determine a household size of wallet. Each consumer in the household is then tagged with the household size of wallet, rather than their individual size of wallet.

Machine learningPlanningG06Q 30/0204G06Q 20/105G06Q 30/0201G06Q 30/0202G06Q 30/0224G06Q 30/0234G06Q 30/0236G06Q 30/0251+3 more

AI classification

Planning1.00
Machine learning0.92
Evolutionary computation0.28
Knowledge representation0.25
AI hardware0.09
Vision0.02
Natural language0.00
Speech0.00

Ownership

AMERICAN EXPRESS TRAVEL RELATED SERVICES COMPANY, INC.

assignment · 428110577

Assignors

CHWAST, JEFFREY A., HAGGERTY, KATHLEEN, WANG, JING J., XU, DI W., YUAN, CHAO M.

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

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