IP Library Granted Patent US 11,776,014
Granted Patent B2
US 11,776,014 · App. 17/716,836 · Granted Oct 3, 2023

Methods, systems, and media for identifying automatically refreshed advertisements

Inventors: Daniel Nicholas Hill (Brooklyn, NY); Kiril Tsemekhman (San Francisco, CA)
Assignee: Integral Ad Science, Inc.
G06Q30/0264G06Q30/0249G06Q30/0263G06Q30/0277
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Quick Facts
Patent No.
US 11,776,014
App. No.
17/716,836
Granted
Oct 3, 2023
Kind
B2
Abstract

Methods, systems, and media for identifying automatically refreshed advertisements are provided. In some embodiments, a method for modifying advertisement spending is provided, the method comprising: receiving advertisement delivery information associated with a plurality of advertisements displayed on a web page; generating a distribution of an amount of time that the plurality of advertisements were displayed on the web page using the advertisement delivery information; identifying a deviation in the generated distribution; determining whether the deviation correlates to an automatic refresh command performed by one or more browser applications; and providing an indication corresponding to the plurality of advertisements that were displayed on the web page in response to the automatic refresh command based on the determination.

Claims (42)

1. A method for modifying content spending, the method comprising:

receiving, using a hardware processor, content delivery information associated with a plurality of content items displayed on a web page;

determining, using the hardware processor, from a distribution of the plurality of content items were displayed on the web page over an amount of time based on the content delivery information, whether a deviation in the distribution correlates to an automatic refresh command performed by one or more of the browser applications by monitoring the content delivery information following the deviation;

determining, using the hardware processor, whether a number of views correlated with the automatic refresh command is greater than an auto-refresh threshold value; and

inhibiting, using the hardware processor, one or more of the plurality of content items from being further presented on the web page in response to determining that the number of views correlated with the automatic refresh command is greater than the auto-refresh threshold value.

2. The method of claim 1 , wherein the content delivery information is received from monitoring code that tracks advertisement delivery and that is loaded on browser applications executing on a plurality of client devices on which the plurality of content items were presented.

3. The method of claim 1 , wherein the deviation indicates a sharp increase in the number of views of the plurality of content items displayed on the web page and wherein a portion of the sharp increase of the deviation is determined to correlate to the automatic refresh command.

4. The method of claim 1 , further comprising:

presenting an interface for receiving (i) the web page on which the plurality of content items associated with a content provider device are to be displayed and (ii) a content budget designated for displaying the plurality of content item on the web page; and

receiving information identifying the web page and the content budget via the interface.

5. The method of claim 1 , wherein the content delivery information includes a content load time and a content unload time.

6. The method of claim 1 , further comprising:

calculating content display data based on the content delivery information; and

fitting a Weibull distribution to content display data associated with the web page.

7. The method of claim 1 , further comprising extracting pattern features from the distribution.

8. The method of claim 7 , further comprising determining whether at least one of the extracted pattern features is a sharp peak in the number of content items that were displayed on the web page over a short duration.

9. The method of claim 8 , further comprising determining whether the sharp peak is followed by a significantly smaller number of content items that were displayed on the web page over a longer duration.

10. The method of claim 8 , further comprising determining that a first portion of the sharp peak corresponds to the automatic refresh command and a second portion of the sharp peak corresponds to user commands to the one or more browser applications.

11. A system for modifying content spending, the system comprising:

a hardware processor that is configured to:

receive content delivery information associated with a plurality of content items displayed on a web page;

determine, from a distribution of the plurality of content items were displayed on the web page over an amount of time based on the content delivery information, whether a deviation in the distribution correlates to an automatic refresh command performed by one or more of the browser applications by monitoring the content delivery information following the deviation;

determine whether a number of views correlated with the automatic refresh command is greater than an auto-refresh threshold value; and

inhibit one or more of the plurality of content items from being further presented on the web page in response to determining that the number of views correlated with the automatic refresh command is greater than the auto-refresh threshold value.

12. The system of claim 11 , wherein the content delivery information is received from monitoring code that tracks advertisement delivery and that is loaded on browser applications executing on a plurality of client devices on which the plurality of content items were presented.

13. The system of claim 11 , wherein the deviation indicates a sharp increase in the number of views of the plurality of content items displayed on the web page and wherein a portion of the sharp increase of the deviation is determined to correlate to the automatic refresh command.

14. The system of claim 11 , wherein the hardware processor is further configured to:

present an interface for receiving (i) the web page on which the plurality of content items associated with a content provider device are to be displayed and (ii) a content budget designated for displaying the plurality of content item on the web page; and

receive information identifying the web page and the content budget via the interface.

15. The system of claim 11 , wherein the content delivery information includes a content load time and a content unload time.

16. The system of claim 11 , wherein the hardware processor is further configured to:

calculate content display data based on the content delivery information; and

fit a Weibull distribution to content display data associated with the web page.

17. The system of claim 11 , wherein the hardware processor is further configured to extract pattern features from the distribution.

18. The system of claim 17 , wherein the hardware processor is further configured to determine whether at least one of the extracted pattern features is a sharp peak in the number of content items that were displayed on the web page over a short duration.

19. The system of claim 18 , wherein the hardware processor is further configured to determine whether the sharp peak is followed by a significantly smaller number of content items that were displayed on the web page over a longer duration.

20. The system of claim 18 , wherein the hardware processor is further configured to determine that a first portion of the sharp peak corresponds to the automatic refresh command and a second portion of the sharp peak corresponds to user commands to the one or more browser applications.

21. A non-transitory computer-readable medium containing computer-executable instructions that, when executed by a processor, cause the processor to perform a method for content spending, the method comprising:

receiving content delivery information associated with a plurality of content items displayed on a web page;

determining, from a distribution of the plurality of content items were displayed on the web page over an amount of time based on the content delivery information, whether a deviation in the distribution correlates to an automatic refresh command performed by one or more of the browser applications by monitoring the content delivery information following the deviation;

determining whether a number of views correlated with the automatic refresh command is greater than an auto-refresh threshold value; and

inhibiting one or more of the plurality of content items from being further presented on the web page in response to determining that the number of views correlated with the automatic refresh command is greater than the auto-refresh threshold value.

Assignments (3)
PATENT SECURITY AGREEMENT Recorded Jan 9, 2026
From: INTEGRAL AD SCIENCE, INC.
To: ROYAL BANK OF CANADA, AS ADMINISTRATIVE AGENT
Reel/Frame 074280/0900 →
RELEASE OF SECURITY INTEREST IN PATENT COLLATERAL, RECORDED ON SEPTEMBER 18, 2025 AT REEL/FRAME NO. 72916/0431 Recorded Jan 9, 2026
From: PNC BANK, NATIONAL ASSOCIATION, AS ADMINISTRATIVE AGENT
To: INTEGRAL AD SCIENCE, INC.
Reel/Frame 074281/0009 →
PATENT SECURITY AGREEMENT Recorded Sep 18, 2025
From: INTEGRAL AD SCIENCE, INC.
To: PNC BANK, NATIONAL ASSOCIATION, AS ADMINISTRATIVE AGENT
Reel/Frame 072916/0431 →
Continuity (5)
Continuation 17086796 · Nov 2, 2020
Continuation 16424544 · May 29, 2019
Continuation 14329514 · Jul 11, 2014
Provisional Application 61845200 · Jul 11, 2013
Related Publication 20230055273A1 · Feb 23, 2023