IP Library Granted Patent US 12,250,096
Granted Patent B2
US 12,250,096 · App. 18/211,106 · Granted Mar 11, 2025

Intelligent signal matching of disparate input data in complex computing networks

Inventors: Melanie D. Courtright (Plano, TX); Vincent P. Derobertis (Plano, TX); Michael D. Bigby (Plano, TX); William C. Robinson (Plano, TX); Greg Ellis (Plano, TX); Heidi D. E. Wilton (Toronto, CA); John R. Rothwell (Plano, TX); Jeremy S. Antoniuk (Plano, TX)
Assignee: Research Now Group, LLC
H04L12/4625G06F9/00G06N7/04H04L9/40H04L12/00H04W4/02H04L69/00
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Quick Facts
Patent No.
US 12,250,096
App. No.
18/211,106
Granted
Mar 11, 2025
Kind
B2
Abstract

This disclosure is directed to an apparatus for intelligent matching of disparate input data received from disparate input data systems in a complex computing network for establishing targeted communication to a computing device associated with the intelligently matched disparate input data.

Claims (80)

1. An apparatus for matching of disparate input data received from disparate input data systems in a computing network for establishing a targeted communication to a user, the apparatus comprising:

one or more hardware data communication interfaces for:

establishing a first connection to a first input data system, the first input data system being associated with first input data associated with a first set of data attributes;

receiving the first input data on the first connection;

establishing a second connection to a second input data system, the second input data system being associated with second input data associated with a second set of data attributes;

receiving the second input data on the second connection;

transmitting a targeted communication to a user associated with a computing device; and

receiving a response to the targeted communication;

one or more hardware data processors for:

determining a first data attribute, from the first set of data attributes, associated with the first input data;

determining a second data attribute, from the second set of data attributes, associated with the second input data; and

executing a data cleansing operation for at least one attribute from the second set of data attributes;

determining the first data attribute matches the second data attribute;

determining, based on the first data attribute matching the second data attribute, the first input data matches the second input data;

identifying routing data or instructions associated with the first input data or the second input data;

generating the targeted communication for transmission, using the routing data or instructions, to the user associated with the computing device; and

associating, with the first input data or the second input data, the response to the targeted communication.

2. A method for matching of disparate input data received from disparate input data systems in a computing network for establishing a targeted communication to a user, the method comprising:

establishing a first connection to a first input data system, the first input data system being associated with first input data, the first input data being associated with a first set of data attributes;

receiving, using one or more hardware data communication interfaces, the first input data on the first connection;

establishing a second connection to a second input data system, the second input data system being associated with second input data, the second input data being associated with a second set of data attributes;

receiving, using the one or more hardware data communication interfaces, the second input data on the second connection;

determining a first data attribute, from the first set of data attributes, associated with the first input data;

determining a second data attribute, from the second set of data attributes, associated with the second input data;

executing, using one or more hardware data processors, a data cleansing operation for at least one attribute from the second set of data attributes;

determining, using the one or more hardware data processors, the first data attribute matches the second data attribute;

determining, using the one or more hardware data processors, based on the first data attribute matching the second data attribute, the first input data matches the second input data;

identifying, using the one or more hardware data processors, routing data or instructions associated with the first input data or the second input data;

generating, using the one or more hardware data processors, a targeted communication for transmission, using the routing data or instructions, to a user associated with a computing device;

transmitting, using the one or more hardware data communication interfaces, using the routing data or instructions, the targeted communication to the user associated with the computing device;

receiving, using the one or more hardware data communication interfaces, a response to the targeted communication; and

associating, using the one or more hardware data processors, with the first input data or the second input data, the response to the targeted communication.

3. A method for matching of disparate input data received from disparate input data systems in a computing network for establishing a targeted communication to a user, the method comprising:

establishing a first connection to a first input data system, the first input data system being associated with first input data, the first input data being associated with a first set of data attributes;

receiving, using one or more hardware data communication interfaces, the first input data on the first connection;

establishing a second connection to a second input data system, the second input data system being associated with second input data, the second input data being associated with a second set of data attributes;

receiving, using the one or more hardware data communication interfaces, the second input data on the second connection;

determining a first data attribute, from the first set of data attributes, associated with the first input data;

determining a second data attribute, from the second set of data attributes, associated with the second input data;

determining, using one or more hardware data processors, the first data attribute matches the second data attribute;

determining, using the one or more hardware data processors, based on the first data attribute matching the second data attribute, the first input data matches the second input data;

identifying, using the one or more hardware data processors, routing data or instructions associated with the first input data or the second input data;

generating, using the one or more hardware data processors, a targeted communication for transmission, using the routing data or instructions, to a user accessing a computing device;

transmitting, using the one or more hardware data communication interfaces, using the routing data or instructions, the targeted communication to the user accessing the computing device;

receiving, using the one or more hardware data communication interfaces, a response to the targeted communication; and

first associating, using the one or more hardware data processors, with the first input data or the second input data, the response to the targeted communication, thereby resulting in a first association.

4. The method of claim 3 , further comprising integrating the first input data with the second input data.

5. The method of claim 3 , further comprising receiving the first input data and the second input data in substantially real-time before the generating the targeted communication.

6. The method of claim 3 , further comprising segmenting the second input data into a first segment of second input data and a second segment of second input data.

7. The method of claim 6 , further comprising determining, based on the response to the targeted communication, whether to associate the first input data or the second input data with the first segment of second input data or the second segment of second input data.

8. The method of claim 3 , further comprising:

determining third input data received from a third input data system, the third input data being previously matched with the first input data; and

second associating the third input data with the first association.

9. The method of claim 3 , wherein the computing device comprises a mobile device.

10. The method of claim 3 , wherein the second input data is part of first data at a first time, and wherein the method further comprises determining the first input data matches the second input data at the first time.

11. The method of claim 10 , further comprising determining the second input data is not part of the first data at a second time, wherein the determining the second input data is not part of the first data at the second time comprises a data absence event.

12. The method of claim 11 , further comprising second associating the data absence event with the first association.

13. The method of claim 11 , further comprising:

generating a second targeted communication for transmission, using the routing data or instructions, to the user associated with the computing device, the second targeted communication being based on the data absence event;

receiving a second response to the second targeted communication; and

second associating the second response with the first association.

14. The method of claim 3 , further comprising:

determining the first input data matches the second input data at a first time, wherein the second input data is part of first data at the first time; and

determining the first input data does not match the second input data at a second time, wherein the second input data is part of the first data at the second time, and second associating the determining the first input data does not match the second input data at the second time with the first association.

15. The method of claim 3 , further comprising: determining a correlation between a third data attribute from the first set of data attributes and a fourth data attribute from the second set of data attributes; and generating or determining a correlative model based on the correlation.

16. The method of claim 3 , wherein the first data attribute comprises a digital computing device data attribute, and wherein the digital computing device data attribute is based on monitoring a computing device history associated with the first input data or the second input data; or wherein the second input data comprises a predicted input data.

17. The method of claim 3 , further comprising executing a data cleansing or data modification operation for at least one attribute from the second set of data attributes, wherein the data cleansing or data modification operation comprises at least one of modifying first information of the at least one attribute, adding second information to the at least one attribute, or deleting third information from the at least one attribute.

18. The method of claim 3 , further comprising:

determining third input data associated with the first input data system that matches with fourth input data associated with the second input data system;

determining attributes associated with matched input data;

determine, based on the attributes, a first segment of the matched input data and a second segment of the matched input data; and

generating, based on a substantially real-time attribute, a segment-targeted communication for transmission to the first segment of the matched input data.

19. The method of claim 3 , further comprising:

determining a substantially real-time attribute associated with the first input data or the second input data;

determining the substantially real-time attribute associated with the first input data is asynchronous with a matched set of attributes associated with the first input data or the second input data; and

generating a second targeted communication for substantially real-time transmission to the computing device.

20. The method of claim 3 , further comprising:

determining a substantially real-time attribute associated with the first input data or the second input data;

determining the substantially real-time attribute associated with the first input data is synchronous with a matched set of attributes associated with the first input data or the second input data; and

generating, based on the substantially real-time attribute, a second targeted communication for substantially real-time transmission to the computing device.

Assignments (7)
RELEASE OF PATENT SECURITY AGREEMENT RECORDED AT REEL 068551/FRAME 0322 Recorded May 6, 2026
From: WELLS FARGO BANK, NATIONAL ASSOCIATION
To: RESEARCH NOW GROUP, LLC; DYNATA, LLC; IMPERIUM, LLC
Reel/Frame 075523/0128 →
SECURITY AGREEMENT Recorded Aug 12, 2024
From: RESEARCH NOW GROUP, LLC
To: WELLS FARGO BANK, N.A., AS AGENT
Reel/Frame 068551/0322 →
RELEASE OF DIP PATENT SECURITY INTEREST RECORDED AT REEL 067514/FRAME 0268 Recorded Jul 18, 2024
From: WILMINGTON SAVINGS FUND SOCIETY FSB
To: RESEARCH NOW GROUP, LLC; IMPERIUM, LLC; IPINION, INC.
Reel/Frame 068435/0391 →
SECURITY INTEREST Recorded Jul 18, 2024
From: IPINION INC.; RESEARCH NOW GROUP, LLC; IMPERIUM, LLC
To: WILMINGTON SAVINGS FUND SOCIETY, FSB
Reel/Frame 068027/0411 →
SECURITY INTEREST Recorded May 23, 2024
From: IPINION INC.; RESEARCH NOW GROUP, LLC; IMPERIUM, LLC
To: WILMINGTON SAVINGS FUND SOCIETY, FSB
Reel/Frame 067514/0268 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jul 11, 2023
From: COURTRIGHT, MELANIE D.; DEROBERTIS, VINCENT P.; BIGBY, MICHAEL D.; ROBINSON, WILLIAM C.; ELLIS, GREG; WILTON, HEIDI D.E.; ROTHWELL, JOHN R.; ANTONIUK, JEREMY S.
To: RESEARCH NOW GROUP, LLC
Reel/Frame 064215/0557 →
CHANGE OF NAME Recorded Jul 11, 2023
From: RESEARCH NOW GROUP, INC.
To: RESEARCH NOW GROUP, LLC
Reel/Frame 064252/0221 →