IP Library › Granted Patent US 12,602,143
Granted Patent B2
US 12,602,143 · App. 17/965,650 · Granted Apr 14, 2026

Methods to infer content relationships from user actions and system automations

Inventors: Andres Gutierrez (Los Angeles, CA); Adler Faulkner (Los Angeles, CA)
Assignee: Comake, Inc.
G06F3/0484G06F40/134H04L67/10
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Quick Facts
Patent No.
US 12,602,143
App. No.
17/965,650
Granted
Apr 14, 2026
Kind
B2
Abstract

Disclosed herein are methods and systems to identify and infer relationship between data using user interactions. A method comprises monitoring interactions by a user associated with first electronic content and second electronic content presented on a computing device; revising a link between a pair of nodes within a set of nodes of a nodal data structure based the monitored interactions, the pair of nodes comprising a first node associated with the first electronic content and a second node associated with the second electronic content; in response to receiving a request for electronic content from the computing device: determining at least one node within the set of nodes of the nodal data structure that corresponds to the request; and providing data associated with the at least one node and additional data associated with any other node linked to the at least one node.

Claims (36)

1 . A method comprising:

monitoring, by a processor, interactions by an individual user with a graphical overlay on an electronic page, wherein the interactions are associated with an instruction to perform an action on a first electronic content and second electronic content outputted and presented on a computing device;

revising, by the processor, a link between a pair of nodes within a set of nodes of a nodal data structure based on the monitored interactions, the pair of nodes comprising a first node associated with the first electronic content and a second node associated with the second electronic content; and

in response to receiving a request for electronic content from the computing device:

determining, by the processor, at least one node within the set of nodes of the nodal data structure that corresponds to the request; and

providing, by the processor, data associated with the at least one node and additional data associated with any other node linked to the at least one node.

2 . The method of claim 1 , wherein revising the link comprises creating a new link between the first node and the second node that were previously unlinked.

3 . The method of claim 1 , wherein the interactions comprise a copy and paste operated by the individual user.

4 . The method of claim 1 , wherein the interactions comprise the individual user interacting with an overlay provided by the processor.

5 . The method of claim 4 , wherein the overlay comprises an input element instructing the processor to perform an action.

6 . The method of claim 1 , wherein the interactions comprise an instruction by the individual user associated with at least one of print, save, export, import, place, send, share, add a comment, add task, or click on a hyperlink.

7 . The method of claim 1 , wherein the request comprises initiation of an application or outputting a third electronic content by the computing device.

8 . A system comprising a non-transitory computer-readable medium having a set of instructions, that when executed, cause a processor to:

monitor interactions by an individual user with a graphical overlay on an electronic page, wherein the interactions are associated with an instruction to perform an action on a first electronic content and second electronic content outputted and presented on a computing device;

revise a link between a pair of nodes within a set of nodes of a nodal data structure based on the monitored interactions, the pair of nodes comprising a first node associated with the first electronic content and a second node previously associated with the second electronic content; and

in response to receiving a request for electronic content from the computing device:

determine at least one node within the set of nodes of the nodal data structure that corresponds to the request; and

provide data associated with the at least one node and additional data associated with any other node linked to the at least one node.

9 . The system of claim 8 , wherein revising the link comprises creating a new link between the first node and the second node that were previously unlinked.

10 . The system of claim 8 , wherein the interactions comprise a copy and paste operated by the individual user.

11 . The system of claim 8 , wherein the interactions comprise the individual user interacting with an overlay provided by the processor.

12 . The system of claim 11 , wherein the overlay comprises an input element instructing the processor to perform an action.

13 . The system of claim 8 , wherein the interactions comprise an instruction by the individual user associated with at least one of print, save, export, import, place, send, share, add a comment, add task, or click on a hyperlink.

14 . The system of claim 8 , wherein the request comprises initiation of an application or outputting a third electronic content by the computing device.

15 . A system comprising:

a server in communication with a non-transitory computer medium comprising instructions that, when executed by at least one processor, cause the server to:

monitor interactions by an individual user with a graphical overlay on an electronic page, wherein the interactions are associated with an instruction to perform an action on a first electronic content and second electronic content outputted and presented on a computing device;

revise a link between a pair of nodes within a set of nodes of a nodal data structure based on the monitored interactions, the pair of nodes comprising a first node associated with the first electronic content and a second node associated with the second electronic content; and

in response to receiving a request for electronic content from the computing device:

determine at least one node within the set of nodes of the nodal data structure that corresponds to the request; and

provide data associated with the at least one node and additional data associated with any other node linked to the at least one node.

16 . The system of claim 15 , wherein revising the link comprises creating a new link between the first node and the second node that were previously unlinked.

17 . The system of claim 15 , wherein the interactions comprise a copy and paste operated by the individual user.

18 . The system of claim 15 , wherein the interactions comprise the individual user interacting with an overlay provided by the at least one processor.

19 . The system of claim 18 , wherein the overlay comprises an input element configured to instruct the at least one processor to perform an action.

20 . The system of claim 15 , wherein the interactions comprise an instruction by the individual user associated with at least one of print, save, export, import, place, send, share, add a comment, add task, or click on a hyperlink.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Oct 13, 2022
From: GUTIERREZ, ANDRES; FAULKNER, ADLER
To: COMAKE, INC.
Reel/Frame 061418/0420 →
Continuity (3)
Continuation In Part 17707888 · Mar 29, 2022
Provisional Application 63255401 · Oct 13, 2021
Related Publication 20230143597A1 · May 11, 2023
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