Visa International Service Association

Edward Scheidelman

Diane C Salmon

Nancy L Kim

Laura DiGioacchino

James Alan VonDerheide

A system includes a rule engine to determine details of loyalty reward currency redemption from one or more reward accounts as part of the processing of a payment transaction in a payment account of a user. The redemption details are determined based on user preferences and rules of the loyalty programs, and transmitted to the user during the authorization of the payment transaction. During the authorization and/or within a time window after the authorization, but before the settlement of the payment transaction, the user may provide a confirmation message that may accept, reject, or modify the redemption details. A transaction handler is configured to authorize and/or settle the payment transaction, as modified by the redemption details initially computed by the rule engine and subsequently confirmed, rejected or modified by the user via an optional confirmation message.

Systems and methods to provide a user interface for redemption of loyalty rewards

Combining the natural language processing of product descriptions and statistical analysis of payment data to classify consumers based on products purchased and merchants based on products sold. Systems and methods use natural language processing techniques to interpret the descriptions of item level purchase data to classify products that have been purchased by customers into micro-categories. Statistical deviation methods are applied to the payment data to calculate normalized mean product cost, after removing outliers. After determining the micro-categories of the products purchased and the mean product cost of the purchased products, the system and methods classify consumers and merchants into categories based at least in part on the product micro-categories, mean costs, and relative volume of product types sold by merchants to predict which consumers are likely to purchase from which merchants.

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Fairfax, CA, United States of America

Edward Scheidelman