System and process for receiving boosting recommendations for use in providing personalized advertisements to retail customers
A system and process for incorporating recommendation boosting in an automated recommendation system includes presenting a user with a visual electronic interface adapted to receive recommendation boost instructions regarding a boost subject, receiving recommendation boost instructions via the visual electronic interface, wherein the recommendation boost instructions indicate how strongly the boost subject should be recommended or suppressed from being recommended, receiving a set of recommendations from one or more automated product recommendation systems, wherein each recommendation system utilizes one or more selection models or user models and modifying the set of recommendations according to the recommendation boost instructions.
1. A computer-implemented method comprising:
generating a visual electronic interface configured to receive recommendation boost instructions from a user indicating a boost subject, the generating of the visual electronic interface being performed by a configured computer system;
receiving the recommendation boost instructions indicating the boost subject from the user via the visual electronic interface, wherein the recommendation boost instructions indicate how strongly the boost subject should be recommended or how strongly the boost subject should be suppressed from being recommended, the receiving of the recommendation boost instructions being performed by the configured computer system;
receiving a set of recommendations from one or more automated product recommendation systems, the set of recommendations having been selected by one or more selection models or user models of the one or more automated product recommendation systems, and the receiving of the set of recommendations being performed by the configured computer system; and
automatically modifying the set of recommendations according to the recommendation boost instructions to enable control by the user of at least some of the recommendations of the automatically modified set, the automatic modifying being performed by the configured computer system.
2. The method of claim 1 wherein the visual electronic interface includes a slide-scale visual control for use in inputting the recommendation boost instructions.
3. The method of claim 1 wherein the visual electronic interface includes a knob visual control for use in inputting the recommendation boost instructions.
4. The method of claim 1 wherein the generating of the visual electronic interface includes presenting the user with the visual electronic interface, and wherein the visual electronic interface interactively displays an expected result of the recommendation boost instructions to the user.
5. The method of claim 1 wherein one or more of the recommendation boost instructions are based on an advertising campaign.
6. The method of claim 1 wherein the boost subject is related to one or more products.
7. The method of claim 6 wherein the boost subject is a product category that includes the one or more products.
8. The method of claim 6 wherein the boost subject is a specific product.
9. The method of claim 1 wherein the boost subject is related to one or more users.
10. The method of claim 9 wherein the boost subject is a user demographic that includes the one or more users.
11. The method of claim 1 wherein the recommendation boost instructions are negative instructions that indicate how strongly the boost subject should be suppressed from being recommended, and wherein the method further comprises using the automatically modified set of recommendations to provide recommendations from the modified set to one or more users other than the user from whom the recommendation boost instructions are received.
12. The method of claim 1 wherein the recommendation boost instructions include binding instructions.
13. A non-transitory computer-readable storage medium having computer-executable instructions stored thereon that when executed configure a computer system to perform the steps of:
receiving recommendation boost instructions indicating a boost subject from a user via a visual electronic interface, wherein the recommendation boost instructions indicate how strongly the boost subject should be recommended or how strongly the boost subject should be suppressed from being recommended, the receiving of the recommendation boost instructions being performed by the configured computer system;
receiving a set of recommendations from one or more automated product recommendation systems, the set of recommendations having been selected by one or more selection models or user models of the one or more automated product recommendation systems, the receiving of the set of recommendations being performed by the configured computer system; and
automatically modifying the set of recommendations according to the recommendation boost instructions, the automatic modifying being performed by the configured computer system.
14. The non-transitory computer-readable storage medium of claim 13 wherein the computer-executable instructions when executed further configure the computer system to generate the visual electronic interface, and wherein the visual electronic interface includes a slide-scale visual control for use in inputting the recommendation boost instructions.
15. The non-transitory computer-readable storage medium of claim 14 wherein the visual electronic interface further includes a knob visual control for use in inputting the recommendation boost instructions.
16. The non-transitory computer-readable storage medium of claim 15 wherein the generating of the visual electronic interface includes presenting the user with the visual electronic interface, wherein the visual electronic interface interactively displays an expected result of the recommendation boost instructions to the user, and wherein the computer-executable instructions when executed further configure the computer system to provide the automatically modified set of recommendations to a recipient to enable recommendations from the modified set to be provide to one or more users other than the user from whom the recommendation boost instructions are received.
17. A system comprising:
a memory; and
a controller associated with the memory, wherein the controller is configured to:
present a visual electronic interface configured to receive recommendation boost instructions from a user indicating a boost subject;
receive the recommendation boost instructions indicating the boost subject via the visual electronic interface, wherein the recommendation boost instructions indicate how strongly the boost subject should be recommended or how strongly the boost subject should be suppressed from being recommended;
receive a set of recommendations from one or more automated product recommendation systems; and
automatically modify the set of recommendations according to the recommendation boost instructions.
18. The system of claim 17 further comprising a display associated with the controller on which the visual electronic interface is presented.
19. The system of claim 17 wherein the boost subject is product related.
20. The system of claim 17 wherein the boost subject is user related.