Reducing risks related to check verification
First Claim
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1. A computer-based method comprising:
- modeling, by a computer-based system for reducing merchant risks, consumer spending patterns to produce a model of consumer spending patterns, wherein the computer-based system comprises a processor and a tangible, non-transitory memory, and wherein the model is stored in the memory of the computer-based system;
estimating, by the computer-based system, a credit-related characteristic of the customer based on the model of consumer spending patterns;
offsetting, by the computer-based system, previous balance transfers from the estimated credit-related characteristic;
determining, by the computer-based system, a risk value of the customer based on the estimated credit-related characteristic; and
assessing a collection probability of a dishonored cheek based on the determined risk value.
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Abstract
Share of Wallet (“SOW”) is a modeling approach that utilizes various data sources to provide scores that describe a consumers spending capability, tradeline history including balance transfers, and balance information. Share of wallet scores can be used as a parameter for determining whether or not to accept and/or guarantee a check. The share of wallet can be used to calculate a risk value of a customer. For example, the scores can weight one or more factors related to the check writer and differentiate between a low-risk customer and a high-risk customer.
238 Citations
20 Claims
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1. A computer-based method comprising:
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modeling, by a computer-based system for reducing merchant risks, consumer spending patterns to produce a model of consumer spending patterns, wherein the computer-based system comprises a processor and a tangible, non-transitory memory, and wherein the model is stored in the memory of the computer-based system; estimating, by the computer-based system, a credit-related characteristic of the customer based on the model of consumer spending patterns; offsetting, by the computer-based system, previous balance transfers from the estimated credit-related characteristic; determining, by the computer-based system, a risk value of the customer based on the estimated credit-related characteristic; and assessing a collection probability of a dishonored cheek based on the determined risk value. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
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11. An article of manufacture including a non-transitory, tangible computer readable storage medium having instructions stored thereon that, in response to execution by a computer-based system for reducing merchant risks, cause the computer-based system to perform operations comprising:
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modeling, by the computer-based system, consumer spending patterns to produce a model of consumer spending patterns, wherein the computer-based system comprises a processor and a tangible, non-transitory memory, and wherein the model is stored in the memory of the computer-based system; estimating, by the computer-based system, a credit-related characteristic of the customer based on the model of consumer spending patterns; offsetting, by the computer-based system, previous balance transfers from the estimated credit-related characteristic; determining, by the computer-based system, a risk value of the customer based on the estimated credit-related characteristic; and assessing a collection probability of a dishonored check based on the determined risk value. - View Dependent Claims (12, 13, 14, 15, 16, 17, 18, 19)
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20. A system comprising:
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a processor for reducing merchant risks; a tangible, non-transitory memory configured to communicate with the processor; a modeling module in communication with the processor and configured to model consumer spending patterns to produce a model of consumer spending patterns; an estimating module in communication with the processor and configured to estimate a credit-related characteristic of the customer based on the model of consumer spending patterns; an offsetting module in communication with the processor and configured to offset previous balance transfers from the estimated credit-related characteristic; a determining module in communication with the processor and configured to determine a risk value of the customer based on the estimated credit-related characteristic; and an assessing module in communication with the processor and configured to assess a collection probability of a dishonored cheek based on the determined risk value.
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Specification