Determining connectivity within a community

• US 10,127,618 B2
• Filed: 08/07/2017
• Issued: 11/13/2018
• Est. Priority Date: 09/30/2009
• Status: Active Grant

• Current Assignee: www.TrustScience.com Inc.
• Original Assignee: www.TrustScience.com Inc.
• Inventors: Chrapko, Evan V, Chan, Leo M.
• Primary Examiner(s): Nguyen, Steven H
• Assistant Examiner(s): Mansoury, Nourali
• Application Number:
  US15/671,102
• Publication Number:
  US 20170337641A1
• Time in Patent Office: 463 Days
• CPC Class Codes: G06Q 30/02 Marketing; Price estimation or determination; Fundraising
• CPC Class Codes: G06Q 50/01 Social networking
• CPC Class Codes: H04L 43/065 related to network devices
• CPC Class Codes: H04L 43/0811 by checking connectivity
• CPC Class Codes: H04L 45/124 using a combination of metrics
• CPC Class Codes: H04L 67/306 User profiles
• CPC Class Codes: H04L 67/535 Tracking the activity of the user network monitoring arrangements H04L43/00; recording of computer activity G06F11/34
• CPC Class Codes: H04L 67/75 Indicating network or usage conditions on the user display

Abstract

Systems and methods to determine trust scores and/or trustworthiness levels and/or connectivity are described herein. Trust and/or Trustworthiness and/or connectivity may be determined within, among or between entities and/or individuals. Social analytics and network calculations described herein may be based on user-assigned links or ratings and/or objective measures, such as data from third-party ratings agencies. The trust score may provide guidance about the trustworthiness, alignment, reputation, status, membership status and/or influence about an individual, entity, or group. The systems and methods described herein may be used to make prospective real-world decisions, such as whether or not to initiate a transaction or relationship with another person, or whether to grant a request for credit.

Claims

1. A method for determining a network connectivity for a first node stored in a memory, the method comprising:

identifying a plurality of links to a plurality of nodes the first node within a network community, wherein the plurality of links are stored in the memory;

using processing circuitry to;

identify a plurality of paths from the first node, wherein the plurality of paths comprises at least one path to each of the plurality of nodes, wherein each of the plurality of paths comprises at least one of the plurality of links;

determine a user connectivity value for each identified path;

for each identified path, produce a first network connectivity indication;

output the first network connectivity indication for each identified path;

identify an electronic interaction between the first node and one of the plurality of nodes;

reduce a quantity of paths in the plurality of paths by deleting a plurality of paths through at least one node that was changed based upon the electronic interaction,

adjust a user connectivity value for a first one of the each identified path after deleting the paths through the at least one node that was changed based upon the electronic interaction;

for each identified path, produce a second network connectivity indication; and

output the second network connectivity indication.

2. The method of claim 1, wherein each of the plurality of nodes is representative of an individual in a network community.

3. The method of claim 1, further comprising:

using processing circuitry to;

increase a user connectivity value for a second one of the each identified path based upon an interaction between the first node and a second one of the plurality of nodes.

4. The method of claim 3, wherein

the interaction comprises an electronic communication or an electronic transaction.

5. The method of claim 1, further comprising:

using processing circuitry to;

assign a weight to a network connectivity indication for a second one of the each identified path,

wherein the second one of the each identified path is a path to a second node, and

wherein the weight is based on seniority of the second node within the network.

6. The method of claim 1, wherein determining a user connectivity value comprises:

using processing circuitry to;

determine a subjective user connectivity value indicative of trust based upon factors comprising a reputation of an individual that a node represents in the network community.

7. The method of claim 1, wherein determining a user connectivity value comprises:

using processing circuitry to;

determine a subjective user connectivity value based upon factors comprising past dealings between an entity represented by the first node and a second entity represented by a second node.

8. The method of claim 1, further comprising:

using processing circuitry to;

identify a change to a node within a network community; and

adjust a user connectivity value for a plurality of the each identified path based upon the change to the node.

9. The method of claim 1, further comprising:

using processing circuitry to;

automatically initiate a transaction based upon the second network connectivity indication.

10. The method of claim 9, wherein

the automatic initiation of the transaction is triggered by the value of a network connectivity indication, and

wherein the value of the first network connectivity indication was insufficient to trigger the automatic initiation of the transaction.

11. A system comprising:

a processor;

a memory connected to the processor;

computer executable instructions stored on a non-transient computer-readable medium, that when executed will cause the computer to determine a network connectivity for a first node stored in the memory, by;

identifying a plurality of links to a plurality of nodes within a network community, wherein the plurality of links are stored in the memory;

identifying a plurality of paths from the first node, wherein the plurality of paths comprises at least one path to each of the plurality of nodes, wherein each of the plurality of paths comprises at least one of the plurality of links;

determining a user connectivity value for each identified path;

for each identified path, producing a first network connectivity indication;

outputting the first network connectivity indication for each identified path;

identifying an electronic interaction between the first node and one of the plurality of nodes;

reduce a quantity of paths in the plurality of paths by deleting a plurality of paths through at least one node that was changed based upon the electronic interaction,

adjusting a user connectivity value for a first one of the each identified path after deleting the paths through the at least one node that was changed based upon the electronic interaction;

for each identified path, producing a second network connectivity indication; and

outputting the second network connectivity indication.

12. The system of claim 11, wherein each of the plurality of nodes is representative of an individual in a network community.

13. The system of claim 11, wherein the computer executable instructions further comprise instructions that when executed will cause the computer to:

increase a user connectivity value for a second one of the each identified path based upon an interaction between the first node and a second one of the plurality of nodes.

14. The system of claim 13, wherein

the interaction comprises an electronic communication or an electronic transaction.

15. The system of claim 11, wherein the computer executable instructions further comprise instructions that when executed will cause the computer to:

assign a weight to a network connectivity indication for a second one of the each identified path,

wherein the second one of the each identified path is a path to a second node, and

wherein the weight is based on seniority of the second node within the network.

16. The system of claim 11, wherein the computer executable instructions further comprise instructions that when executed will cause the computer to:

determine a subjective user connectivity value indicative of trust based upon factors comprising a reputation of an individual that a node represents in the network community.

17. The system of claim 11, wherein the computer executable instructions further comprise instructions that when executed will cause the computer to:

determine a subjective user connectivity value based upon factors comprising past dealings between an entity represented by the first node and a second entity represented by a second node.

18. The system of claim 11, wherein the computer executable instructions further comprise instructions that when executed will cause the computer to:

identify a change to a node within a network community; and

adjust a user connectivity value for a plurality of the each identified path based upon the change to the node.

19. The system of claim 11, wherein the computer executable instructions further comprise instructions that when executed will cause the computer to:

automatically initiate a transaction based upon the second network connectivity indication.

20. The system of claim 19, wherein

the automatic initiation of the transaction is triggered by the value of a network connectivity indication, and

wherein the value of the first network connectivity indication was insufficient to trigger the automatic initiation of the transaction.