Artificially intelligent communication generation in complex computing networks

• US 10,169,704 B2
• Filed: 04/13/2016
• Issued: 01/01/2019
• Est. Priority Date: 04/13/2015
• Status: Active Grant

• Current Assignee: Research Now Group LLC
• Original Assignee: Research Now Group, Inc (Dynata)
• Inventors: Bigby, Michael D., Bucchino, III, Leonard A., Hunt, Charles A., Khalid, Khusro, Maharjan, Rabik, Molik, Gregory B., Munsie, Michael C., Proffitt, Timothy W., White, Bradley D.
• Primary Examiner(s): Qureshi, Afsar M
• Application Number:
  US15/097,851
• Publication Number:
  US 20160301745A1
• Time in Patent Office: 993 Days
• CPC Class Codes: G06N 5/02 Knowledge representation; Symbolic representation
• CPC Class Codes: H04L 45/14 Routing performance; Theoretical aspects
• CPC Class Codes: H04L 63/08 for authentication of entities cryptographic mechanisms or cryptographic arrangements for entity authentication H04L9/32
• CPC Class Codes: H04L 67/52 specially adapted for the location of the user terminal

Abstract

This disclosure is directed to artificially intelligent (AI) communication generation by traversing routes of a graph in a complex computing network. The intelligent communication generation is used for determining whether an input signal has certain desired signal attributes.

Claims

1. An apparatus for artificially intelligent (AI) communication generation by traversing routes of a graph in a complex computing network, the intelligent communication generation being used for determining whether an input signal has desired signal attributes, the intelligent communication generation and the traversing of the graph being rooted in computing technology, the apparatus comprising:

a signal communication interface for;

establishing a first connection to a first input signal system;

receiving, from the first input signal system, a first desired signal attribute and a second desired signal attribute;

establishing a second connection to a second input signal system;

receiving, from the second input signal system, a first input signal;

establishing a third connection to a third input signal system;

accessing a graph stored at the third input signal system, the graph comprising a plurality of signal attributes and routes between at least some of the signal attributes in the plurality of signal attributes;

transmitting communications to a first computing device associated with the first input signal; and

receiving responses to the communications from the first computing device associated with the first input signal;

a signal sensor for;

sensing a first signal attribute associated with the first input signal;

a memory for storing instructions for execution by a signal processor; and

the signal processor for;

determining the first signal attribute is equivalent to the first desired signal attribute;

determining, for the first input signal, a second signal attribute not sensed by the signal sensor, the second signal attribute being equivalent to the second desired signal attribute;

generating a first communication for transmission to the first computing device;

determining, based on a first response to the first communication, an intermediary signal attribute for the first input signal;

generating, based on a route connecting, either directly or indirectly, the intermediary signal attribute with the second signal attribute on the graph, a second communication for transmission to the first computing device; and

determining, based on a second response to the second communication, that the second signal attribute is associated with the first input signal.

2. The apparatus of claim 1, wherein the signal processor is further for modifying the route such that the intermediary signal attribute is connected to a second intermediary signal attribute, wherein modifying the route causes dynamic modification of the second communication for transmission to the first computing device.

3. The apparatus of claim 2, wherein the route is modified after transmission of the first communication to the first computing device.

4. The apparatus of claim 2, wherein the route is modified either before or during transmission of the first communication to the first computing device.

5. The apparatus of claim 1, wherein the second communication is transmitted to the first computing device in real-time after the first communication is transmitted to the first computing device or after the first response to the first communication is received from the first computing device.

6. The apparatus of claim 1, wherein the second communication is presented on the first computing device in real-time after the first communication is presented on the first computing device.

7. The apparatus of claim 1, wherein the first communication is based on at least one of the first signal attribute or the second signal attribute.

8. The apparatus of claim 1, wherein a second route on the graph connects, either directly or indirectly, the at least one of the first signal attribute or the second signal attribute to the intermediary signal attribute.

9. The apparatus of claim 1, wherein the first signal attribute was determined to be associated with the first input signal based on a response to a previous communication transmitted to a computing device associated with the first input signal.

10. The apparatus of claim 1, wherein the signal processor is further for:

determining the intermediary signal attribute is asynchronous with the first signal attribute;

in response to determining the intermediary signal attribute is asynchronous with the first signal attribute, nullify the first signal attribute associated with the first input signal.

11. The apparatus of claim 10, wherein nullifying the first signal attribute associated with the first input signal causes at least some signal attributes associated with the first input signal to be nullified.

12. The apparatus of claim 1, wherein the route connecting the intermediary signal attribute and the second signal attribute is stored as information in the intermediary signal attribute or the second signal attribute.

13. The apparatus of claim 1, wherein the first communication comprises a first question of a survey communication, and wherein the second communication comprises a second question of the survey communication, and wherein the first input signal is associated with a first user.

14. The apparatus of claim 1, wherein the first input signal is associated with a digital computing history.

15. The apparatus of claim 1, wherein the first input signal is sensed based on accessing the graph.

16. The apparatus of claim 1, wherein the signal processor is further for modifying the graph such that at least one of a signal attribute or a route associated with the signal attribute is modified on the graph, wherein the modification of the graph causes real-time modification of a communication based on the graph.

17. The apparatus of claim 1, wherein the signal processor is further adding translation metadata to the graph or to a signal attribute on the graph, wherein the addition of the translation metadata causes a translated communication to be generated based on the graph.

18. The apparatus of claim 1, wherein the first communication and the second communication are transmitted in a single transmission, and wherein the first response and the second response are received in a single reception.

19. The apparatus of claim 1, wherein the first communication and the second communication are transmitted as separate transmissions, and wherein the first response and the second response are received as separate receptions.

20. The apparatus of claim 1, wherein the first signal attribute is a signal attribute derived from a known signal attribute associated with the graph.

21. The apparatus of claim 1, wherein the second signal attribute is a volatile signal attribute associated with a period of validity.

22. A method for artificially intelligent (AI) communication generation by traversing routes of a graph in a complex computing network, the intelligent communication generation being used for determining whether an input signal has desired signal attributes, the intelligent communication generation and the traversing of the graph being rooted in computing technology, the method comprising:

establishing a first connection to a first input signal system;

receiving, from the first input signal system, a first desired signal attribute and a second desired signal attribute;

establishing a second connection to a second input signal system;

receiving, from the second input signal system, a first input signal;

establishing a third connection to a third input signal system;

accessing a graph stored at the third input signal system, the graph comprising a plurality of signal attributes and routes between at least some of the signal attributes in the plurality of signal attributes;

sensing a first signal attribute associated with the first input signal;

determining the first signal attribute is equivalent to the first desired signal attribute;

determining, for the first input signal, a second signal attribute not sensed by a signal sensor, the second signal attribute being equivalent to the second desired signal attribute;

generating a first communication for transmission to the first computing device;

transmitting the first communication to a first computing device;

receiving a first response to the first communication from the first computing device;

determining, based on the first response to the first communication, an intermediary signal attribute for the first input signal;

generating, based on a route connecting, either directly or indirectly, the intermediary signal attribute with the second signal attribute on the graph, a second communication for transmission to the first computing device;

transmitting the second communication to the first computing device;

receiving a second response to the second communication from the first computing device; and

determining, based on the second response to the second communication, that the second signal attribute is associated with the first input signal.

23. An apparatus for artificially intelligent (AI) communication generation by traversing routes of a graph in a complex computing network, the intelligent communication generation being used for determining whether an input signal has desired signal attributes, the intelligent communication generation and the traversing of the graph being rooted in computing technology, the apparatus comprising:

a signal communication interfacing means for;

establishing a first connection to a first input signal system;

receiving, from the first input signal system, a first desired signal attribute and a second desired signal attribute;

establishing a second connection to a second input signal system;

receiving, from the second input signal system, a first input signal system;

establishing a third connection to a third input signal system;

accessing a graph stored at the third input signal system, the graph comprising a plurality of signal attributes and routes between at least some of the signal attributes in the plurality of signal attributes;

transmitting communications to a first computing device associated with the first input signal; and

receiving responses to the communications from the first computing device associated with the first input signal;

a signal sensing means for;

sensing a first signal attribute associated with the first input signal; and

a digital signal processing means for;

determining the first signal attribute is equivalent to the first desired signal attribute;

determining, for the first input signal, a second signal attribute not sensed by the signal sensing means, the second signal attribute being equivalent to the second desired signal attribute;

generating a first communication for transmission to the first computing device;

determining, based on a first response to the first communication, an intermediary signal attribute for the first input signal;

generating, based on a route connecting, either directly or indirectly, the intermediary signal attribute with the second signal attribute on the graph, a second communication for transmission to the first computing device; and

determining, based on a second response to the second communication, that the second signal attribute is associated with the first input signal.