Patent attributes
During operation of a system, a financial transaction of an individual is associated with one or more predefined categories based on scores that indicate the likelihood of association. For example, a given predefined category may include a merchant name (such as the name of a potential counterparty in the financial transaction) and/or an attribute associated with one or more merchants. The score for a given predefined category may be determined based on financial-transaction preferences of the individual, where the financial-transaction preferences are specified by financial transactions in a financial-transaction history of the individual. The financial-transaction preferences may include a business-size preference (such as local versus national chains) and/or predefined categories in the financial-transaction history.