Method and apparatus for generating an electronic communication

• US 10,373,210 B1
• Filed: 06/28/2013
• Issued: 08/06/2019
• Est. Priority Date: 06/28/2013
• Status: Active Grant

• Current Assignee: Groupon Incorporated
• Original Assignee: Groupon Incorporated
• Inventors: Ayars, Jeff, Gilfanov, Ruslan, Holden, Jeff, Nickels, John M., Prokopowicz, Pete, Roarty, Dan, Thacker, David
• Primary Examiner(s): Stoltenberg, David J
• Assistant Examiner(s): Ubale, Gautam
• Application Number:
  US13/930,532
• Time in Patent Office: 2,230 Days
• Field of Search: 705 14
• CPC Class Codes: G06Q 30/0276 Advertisement creation

Abstract

A method, apparatus, and computer program product are disclosed to improve generation of electronic communications. The method may provide a plurality of content slots each configured to receive content, the content comprising at least one of promotion content or non-promotion content. The method may also include maintaining a database comprising a plurality of promotion content generators and non-promotion content generators, and determining, using a processor, one of the plurality of promotion content generators or non-promotion content generators for respectively supplying corresponding promotion content or non-promotion content to each of the plurality of content slots. The determining the one of the plurality of promotion content generators or non-promotion content generators may include determining selection parameters, and scoring the plurality of promotion content generators and non-promotion content generators based at least in part on the selection parameters.

Claims

1. A method for generating an electronic communication for displaying one or more promotions to a user by selecting, for each content slot of the electronic communication, content generators to provide the one or more promotions, the content generators executing independently from an electronic communication creation module and independently from each other, and providing content for inclusion in a particular content slot to which the selected content generators is assigned via network messages or via an application programming interface, the method comprising:

providing, via the electronic communication, a plurality of content slots, wherein each content slot is defined as a particular region of the electronic communication, wherein each content slot is represented by a representative image, wherein each content slot is configured such that upon receiving a selection operation of the representative image, additional information related to the content associated with the content slot is displayed, and wherein each content slot comprises at least one of promotion content or non-promotion content;

maintaining a database comprising a plurality of promotion content generators and non-promotion content generators, each of the promotion content generators and non-promotion content generators comprising respective content selection logic and assignment preference logic, wherein each of the plurality of promotion content generators and non-promotion content generators configured to target generated content of the electronic communication to a particular user or group of users, to promote a particular promotion, set of promotions, or type of promotion, the content selection logic of a specific content generator configured for employing a machine learning algorithm which weights particular selection parameters based on whether or not consumers associated with those parameters have previously selected content provided by the specific content generator;

determining, using a processor and before creation or selection of promotional content or non-promotional content, a particular content generator of the plurality of promotion content generators or non-promotion content generators for respectively supplying corresponding promotion content or non-promotion content to each particular content slot of the plurality of content slots,

wherein the determining of the particular content generator of the one of the plurality of promotion content generators or non-promotion content generators comprises;

receiving one or more selection parameters, each of the one or more selection parameters associated with at least a first type or a second type;

determining a presence of the first type of selection parameter and an absence of the second type of selection parameter;

and scoring each particular content generator of the plurality of promotion content generators and non-promotion content generators for each particular content slot of the plurality of content slots based at least in part presence of the first type of selection parameter and the absence of the second type of selection parameter and a value associated with the first type of selection parameter,

wherein a score for each particular content generator of the plurality of promotion content generators and non-promotion content generators for each particular content slot of the plurality of content slots is based at least in part on the respective assignment preference logic for that promotion content generator or non-promotion content generator;

receiving, subsequent to the determination of the one of the plurality of promotion content generators or non-promotion content generators, a preliminary content for each particular content slot of the plurality of content slots from the promotion content generator or non-promotion content generator, respectively, determined for supplying the promotion content or non-promotion content to each particular content slot of the plurality of content slots, wherein the reception of the preliminary content for each particular slot being independent from reception of the preliminary content for other slots due to each content generator being unaware of content selections made by other content generators, wherein the preliminary content is selected by the at least one of the plurality of promotion content generators or non-promotion content generators based at least in part on the content selection logic of the at least one of the plurality of promotion content generators or non-promotion content generators;

evaluating the preliminary content based on one or more electronic communication rules, wherein the one or more electronic communication rules comprises a set of conditional and logical operators specifying actions to be taken in an event of a detection of predefined criteria, the predefined criteria associated with a type of content, whether content is repeated, and a proximity of particular content types to other content types, wherein the actions include selecting a new promotion content generators or non-promotion content generators and receiving content from the new promotion content generator,

the evaluation comprising;

identifying a set of metadata associated with each of the preliminary content, and determining whether the predefined criteria defined in any of the one or more electronic communication rules has been met utilizing the set of metadata associated with each of the preliminary content;

determining a display content for each of the plurality of content slots based on the evaluation of the preliminary content to one or more electronic communication rules, wherein evaluating the electronic communication rules comprises detecting duplicate content within the electronic communication and determining whether preliminary content for adjacent content slots is for at least one of a same merchant, competitors, or a same promotion type;

and upon selection of specific content, provide analytics data to the specific content generator that provided the specific content, enabling the specific content generator to refine future content selection.

2. The method of claim 1, wherein evaluating the electronic communication rules comprises detecting duplicate content generators assigned to slots of the electronic communication.

3. The method of claim 1, wherein evaluating the electronic communication rules comprises detecting two sets of content associated with competing merchants.

4. The method of claim 1, wherein the electronic communication rules are defined at least in part by the promotion content generators and non-promotion content generators used to derive the preliminary content.

5. The method of claim 1, wherein the electronic communication rules are defined at least in part by an electronic communication template used to define the plurality of content slots.

6. The method of claim 1, wherein the electronic communication is at least one of an e-mail or a web page.

7. An apparatus for generating an electronic communication for displaying one or more promotions to a user by selecting, for each content slot of the electronic communication, content generators to provide the one or more promotions, the content generators executing independently from an electronic communication creation module and independently from each other, and providing content for inclusion in a particular content slot to which the selected content generators is assigned via network messages or via an application programming interface, the apparatus comprising at least one processor and a memory, the memory comprising instructions that, when executed by the at least one processor, cause the at least one processor to configure the apparatus to:

provide, via the electronic communication, a plurality of content slots, wherein each content slot is defined as a particular region of the electronic communication, wherein each content slot is represented by a representative image, wherein each content slot is configured such that upon receiving a selection operation of the representative image, additional information related to the content associated with the content slot is displayed, and wherein each content slot comprises at least one of promotion content or non-promotion content;

maintain a database comprising a plurality of promotion content generators and non-promotion content generators, each of the promotion content generators and non-promotion content generators comprising respective content selection logic and assignment preference logic, wherein each of the plurality of promotion content generators and non-promotion content generators configured to target generated content of the electronic communication to a particular user or group of users, to promote a particular promotion, set of promotions, or type of promotion, the content selection logic of a specific content generator configured for employing a machine learning algorithm which weights particular selection parameters based on whether or not consumers associated with those parameters have previously selected content provided by the specific content generator;

determine, before creation or selection of promotional content or non-promotional content, a particular content generator of the plurality of promotion content generators or non-promotion content generators for respectively supplying corresponding promotion content or non-promotion content to each particular content slot of the plurality of content slots,

wherein the apparatus is configured to determine the particular content generator of the one of the plurality of promotion content generators or non-promotion content generators by;

receiving one or more selection parameters, each of the one or more selection parameters associated with at least a first type or a second type;

determining a presence of the first type of selection parameter and an absence of the second type of selection parameter;

and scoring each particular content generator of the plurality of promotion content generators and non-promotion content generators for each particular content slot of the plurality of content slots based at least in part on the presence of the first type of selection parameter and the absence of the second type of selection parameter and a value associated with the first type of selection parameter,

wherein a score for each particular content generator of the plurality of promotion content generators and non-promotion content generators or each particular content slot of the plurality of content slots is based at least in part on the respective assignment preference logic for that promotion content generator or non-promotion content generator;

receiving, subsequent to the determination of the one of the plurality of promotion content generators or non-promotion content generators, a preliminary content for each particular content slot of the plurality of content slots from the promotion content generator or non-promotion content generator, respectively, determined for supplying the promotion content or non-promotion content to each particular content slot of the plurality of content slots, wherein the reception of the preliminary content for each particular slot being independent from reception of the preliminary content for other slots due to each content generator being unaware of content selections made by other content generators, wherein the preliminary content is selected by the at least one of the plurality of promotion content generators or non-promotion content generators based at least in part on the content selection logic of the at least one of the plurality of promotion content generators or non-promotion content generators;

evaluating the preliminary content based on one or more electronic communication rules, wherein the one or more electronic communication rules comprises a set of conditional and logical operators specifying actions to be taken in an event of a detection of predefined criteria, the predefined criteria associated with a type of content, whether content is repeated, and a proximity of particular content types to other content types, wherein the actions include selecting a new promotion content generators or non-promotion content generators and receiving content from the new promotion content generator,

the evaluation comprising;

identifying a set of metadata associated with each of the preliminary content, and determining whether the predefined criteria defined in any of the one or more electronic communication rules has been met utilizing the set of metadata associated with each of the preliminary content;

determining whether the predefined criteria defined in any of the one or more electronic communication rules has been met utilizing the set of metadata associated with each of the preliminary content;

determining a display content for each of the plurality of content slots based on the evaluation of the preliminary content to one or more electronic communication rules, wherein evaluating the electronic communication rules comprises detecting duplicate content within the electronic communication and determining whether preliminary content for adjacent content slots is for at least one of a same merchant, competitors, or a same promotion type;

and upon selection of specific content, provide analytics data to the specific content generator that provided the specific content, enabling the specific content generator to refine future content selection.

8. The apparatus of claim 7, wherein the apparatus is further configured to evaluate the electronic communication rules by detecting two sets of content associated with competing merchants.

9. The apparatus of claim 7, wherein the apparatus is further configured to detect duplicate content within the electronic communication by determining whether preliminary content for adjacent content slots is for at least one of a same merchant, competitors, or a same promotion type.

10. The apparatus of claim 7, wherein the electronic communication rules are defined at least in part by the promotion content generators and non-promotion content generators used to derive the preliminary content.

11. The apparatus of claim 7, wherein the electronic communication rules are defined at least in part by an electronic communication template used to define the plurality of content slots.

12. The apparatus of claim 7, wherein the electronic communication is at least one of an e-mail or a web page.

13. A non-transitory computer readable storage medium configured for generating an electronic communication for displaying one or more promotions to a user by selecting, for each content slot of the electronic communication, content generators to provide the one or more promotions, the content generators executing independently from an electronic communication creation module and independently from each other, and providing content for inclusion in a particular content slot to which the selected content generators is assigned via network messages or via an application programming interface, comprising instructions that, when executed by a processor, cause the processor to configure an apparatus to:

provide, via the electronic communication, a plurality of content slots, wherein each content slot is defined as a particular region of the electronic communication, wherein each content slot is represented by a representative image, wherein each content slot is configured such that upon receiving a selection operation of the representative image, additional information related to the content associated with the content slot is displayed, and wherein each content slot comprises at least one of promotion content or non-promotion content;

maintain a database comprising a plurality of promotion content generators and non-promotion content generators, each of the promotion content generators and non-promotion content generators comprising respective content selection logic and assignment preference logic, wherein each of the plurality of promotion content generators and non-promotion content generators configured to target generated content of the electronic communication to a particular user or group of users, to promote a particular promotion, set of promotions, or type of promotion, the content selection logic of a specific content generator configured for employing a machine learning algorithm which weights particular selection parameters based on whether or not consumers associated with those parameters have previously selected content provided by the specific content generator;

determine, before creation or selection of promotional content or non-promotional content, a particular content generator of the plurality of promotion content generators or non-promotion content generators for respectively supplying corresponding promotion content or non-promotion content to each particular content slot of the plurality of content slots,

wherein the apparatus is configured to determine the particular content generator of the one of the plurality of promotion content generators or non-promotion content generators by;

receiving one or more selection parameters, each of the one or more selection parameters associated with at least a first type or a second type;

determining a presence of the first type of selection parameter and an absence of the second type of selection parameter;

and scoring each particular content generator of the plurality of promotion content generators and non-promotion content generators for each particular content slot of the plurality of content slots based at least in part on the presence of the first type of selection parameter and the absence of the second type of selection parameter and a value associated with the first type of selection parameter,

wherein a score for each particular content generator of the plurality of promotion content generators and non-promotion content generators for each particular content slot of the plurality of content slots is based at least in part on the respective assignment preference logic for that promotion content generator or non-promotion content generator;

receiving, subsequent to the determination of the one of the plurality of promotion content generators or non-promotion content generators, a preliminary content for each particular content slot of the plurality of content slots from the promotion content generator or non-promotion content generator, respectively, determined for supplying the promotion content or non-promotion content to each particular content slot of the plurality of content slots, wherein the reception of the preliminary content for each particular slot being independent from reception of the preliminary content for other slots due to each content generator being unaware of content selections made by other content generators, wherein the preliminary content is selected by the at least one of the plurality of promotion content generators or non-promotion content generators based at least in part on the content selection logic of the at least one of the plurality of promotion content generators or non-promotion content generators;

evaluating the preliminary content based on one or more electronic communication rules, wherein the one or more electronic communication rules comprises a set of conditional and logical operators specifying actions to be taken in an event of a detection of predefined criteria, the predefined criteria associated with a type of content, whether content is repeated, and a proximity of particular content types to other content types, wherein the actions include selecting a new promotion content generators or non-promotion content generators and receiving content from the new promotion content generator,

the evaluation comprising;

identifying a set of metadata associated with each of the preliminary content, and determining whether the predefined criteria defined in any of the one or more electronic communication rules has been met utilizing the set of metadata associated with each of the preliminary content;

determining a display content for each of the plurality of content slots based on evaluation of the preliminary content to one or more electronic communication rules, wherein evaluating the electronic communication rules comprises detecting duplicate content within the electronic communication and determining whether preliminary content for adjacent content slots is for at least one of a same merchant, competitors, or a same promotion type;

and upon selection of specific content, provide analytics data to the specific content generator that provided the specific content, enabling the specific content generator to refine future content selection.

14. The computer readable storage medium of claim 13, wherein the instructions further configure the apparatus to detect duplicate content by evaluating the electronic communication rules by detecting duplicate content generators assigned to slots of the electronic communication.

15. The computer readable storage medium of claim 13, wherein the instructions further configure the apparatus to evaluate the electronic communication rules by detecting two sets of content associated with competing merchants.

16. The computer readable storage medium of claim 13, wherein the electronic communication rules are defined at least in part by the promotion content generators and non-promotion content generators used to derive the preliminary content.

17. The computer readable storage medium of claim 13, wherein the electronic communication rules are defined at least in part by an electronic communication template used to define the plurality of content slots.

18. The computer readable storage medium of claim 13, wherein the electronic communication is at least one of an e-mail or a web page.