Dynamic slotting of content items within electronic content

Patent metadata

Field	Value
Publication number	US-11188609-B2
Application number	US-201916588485-A
Country	US
Kind code	B2
Filing date	Sep 30, 2019
Priority date	Sep 30, 2019
Publication date	Nov 30, 2021
Grant date	Nov 30, 2021

Abstract

Techniques for the dynamic slotting of content items within electronic content are provided. In response to receiving a request, a first set of content items is identified and a first score is generated for each based on a first objective. Based on the first scores, a first ranking of the first set of content items is generated. A subset of the first set is selected based on the first ranking. A second set of content items that includes the subset is identified and a second score is generated for each item in the second set based on a second objective that is different than the first objective. Based on the second scores, a second ranking of the second set is generated. A subset of the second set is selected based on the second ranking. The second subset is presented on a computing device that is associated with the request.

First claim

What is claimed is:

1. A method comprising:
in response to receiving a content request for electronic content, using a first targeting criteria to identify a first set of candidate content items;
for each candidate content item in the first set of candidate content items, generating a first score for said each candidate content item based on a first objective;
based on the first score of each candidate content item in the first set of candidate content items, generating a first ranking of the first set of candidate content items;
selecting a first subset of top ranking candidate content items from the first set of candidate content items based on the first ranking;
using a second targeting criteria to identify a second set of candidate content items;
for each candidate content item in the second set of candidate content items and for each candidate content item in the first subset of top ranking candidate content items selected from the first set of candidate content items, generating a second score for said each candidate content item based on a second objective that is different than the first objective;
based on the second score of each candidate content item in the second set of candidate content items and for each candidate content item in the first subset of top ranking candidate content items selected from the first set of candidate content items, generating a second ranking of the respective candidate content items;
selecting a second subset of top ranking candidate content items from the second set of candidate content items and the first subset of top ranking candidate content items, based on the second ranking;
causing each candidate content item in the second subset to be presented on a computing device that is associated with the content request;
wherein the method is performed by one or more computing devices.

2. The method of claim 1 , wherein the second subset of candidate content items includes one or more candidate content items from the first subset of top ranking candidate content items selected from the first set of candidate content items and causing each candidate content item in the second subset to be presented comprises:
causing a visual indicator to be presented with each candidate content item of the one or more candidate content items from the first subset of top ranking candidate content items selected from the first set of candidate content items, but not with any other candidate content item in the second subset.

3. The method of claim 1 , wherein the second subset of candidate content items includes candidate content items from the first subset of top ranking candidate content items selected from the first set of candidate content items.

4. The method of claim 1 , wherein generating the second score comprises:
for each candidate content item in the first subset of candidate content items, generating the second score for each candidate content item based on the first objective in addition to the second objective;
for each candidate content item in the second set of candidate content items but not in the first subset of candidate content items, generating the second score not based on the first objective.

5. The method of claim 1 , further comprising, prior to identifying the first subset of candidate content items from the first set of candidate content items:
determining whether a first candidate content item is associated with a first resource limit that has been reached;
in response to determining that the first candidate content item is associated with the first resource limit that has been reached, excluding the first candidate content item from the first set of candidate content items;
determining whether a second candidate content item is associated with a second resource limit that has been reached; and
in response to determining that the second candidate content item is associated with the second resource limit that has not been reached, including the second candidate content item in the first set of candidate content items.

6. The method of claim 5 , further comprising:
including the first candidate content item in the second set of candidate content items.

7. The method of claim 1 , wherein the second objective pertains to a level of engagement.

8. The method of claim 1 , wherein the first score is based on a combination of a predicted user selection rate and a resource reduction amount.

9. The method of claim 1 , further comprising:
prior to receiving the content request, storing threshold data that indicates (1) a first maximum number of content items of a first type to present in a first presentation context and (2) a second maximum number of content items of the first type to present in a second presentation context that is different than the first presentation context;
identifying the first maximum number based on the electronic content being part of the first presentation context;
wherein selecting the first subset is based on the first maximum number.

10. One or more storage media storing instructions which, when executed by one or more processors, cause:
in response to receiving a content request for electronic content, using a first targeting criteria to identify a first set of candidate content items;
for each candidate content item in the first set of candidate content items, generating a first score for said each candidate content item based on a first objective;
based on the first score of each candidate content item in the first set of candidate content items, generating a first ranking of the first set of candidate content items;
selecting a first subset of top ranking candidate content items from the first set of candidate content items based on the first ranking;
using a second targeting criteria to identify a second set of candidate content items;
for each candidate content item in the second set of candidate content items and for each candidate content item in the first subset of top ranking candidate content items selected from the first set of candidate content items, generating a second score for said each candidate content item based on a second objective that is different than the first objective;
based on the second score of each candidate content item in the second set of candidate content items and for each candidate content item in the first subset of top ranking candidate content items selected from the first set of candidate content items, generating a second ranking of the second set of candidate content items;
selecting a second subset of top ranking candidate content items from the second set of candidate content items and the first subset of top ranking candidate content items, based on the second ranking;
causing each candidate content item in the second subset to be presented on a computing device that is associated with the content request.

11. The one or more storage media of claim 10 , wherein the second subset of candidate content items includes one or more candidate content items from the first subset of top ranking candidate content items selected from the first set of candidate content items and causing each candidate content item in the second subset to be presented comprises:
causing a visual indicator to be presented with each candidate content item of the one or more candidate content items from the first subset of top ranking candidate content items selected from the first set of candidate content items, but not with any other candidate content item in the second subset.

12. The one or more storage media of claim 10 , wherein the second subset of candidate content items includes candidate content items from the first subset of top ranking candidate co

Assignees

• Microsoft Technology Licensing Llc

Inventors

• Martini Giorgio Paolo
• Rangarajan Nikhil Devanur
• Pu Wen
• Liang Keqing

Classifications

• G06F16/9538

  Presentation of query results · CPC title

• G06F16/958

  Organisation or management of web site content, e.g. publishing, maintaining pages or automatic linking · CPC title

• G06F16/9535 Primary

  Search customisation based on user profiles and personalisation · CPC title

• G06Q30/0241

  Advertisements · CPC title

• G06F16/9574 Primary

  of access to content, e.g. by caching · CPC title