Systems and methods for campaign offers and rewards with offer serving engine based on digitized receipt data
a technology of offer serving engine and receipt data, applied in data processing applications, instruments, computing, etc., can solve the problems of taking time and effort to track, exceeding the expected benefit of the incentive program, and the cost to the consumer in terms of time and effort, so as to achieve the effect of estimating long-term revenu
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[0215]Friends 1 to n: each earn 50% cash back when she buys a branded toilet paper; endorser: earns 100% cash back when 5 of her friends claim the offer for branded toilet paper.
[0216]In one embodiment, the system accesses a set of user records containing transaction data for a plurality of users. Transactions are correlated in a first set of input classes that occurred in a first time period to transactions in a first correlated class that occurred in a second time period. The second time period is subsequent to the first time period and defines first input class correlation data for the first set of input classes. At least a portion of data of the first input class correlation data is used to represent a statistical correlation between the existence of transactions that occurred in at least one transaction class in the first set of input classes with transactions that occurred in the first correlated class in the second time period. Not all of the data is used. Some of th...
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