Methods and Systems for Dynamically Providing Content

A computer-implemented method for dynamically providing content to a user, comprising:

• receiving, by a device, a recommendation matrix from a remote computer;
• generating, by a processor included in the device, feature data based on one or more events associated with at least one of the device and a user associated with the device;
• generating, by the processor, an offer score matrix based on the recommendation matrix and the feature data, the offer score matrix including score values associated with a set of offers to be provided to the user;
• identifying, by the processor, a first offer from among the set of offers based on the score values associated with the set of offers;
• providing an identification of the first offer;
• and
• receiving content associated with the first offer for display on the device.

A system for recommendation data associated with offers to be presented to a user, comprising:

• a memory storing instructions;
• and
• a processor configured to execute the instructions to perform operations including:
• receiving customer data, the customer data including feature data provided by a remote client and corresponding to one or more events associated with the client or a user associated with the client,
• generating a recommendation matrix based on the customer data and offer data associated with a set of offers to be provided to the user via the remote client, the recommendation matrix including model coefficient values corresponding to the offers in the set of offers and to events associated with the client or the user associated with the remote client, and
• sending the recommendation matrix to the remote client for use in identifying a first offers from the set of offers to display on the remote client.