Systems and methods for social graph data analytics to determine connectivity within a community
Systems and methods for social graph data analytics to determine the connectivity between nodes within a community are provided. A user may assign user connectivity values to other members of the community, or connectivity values may be automatically assigned from third parties or based on the frequency of interactions between members. Connectivity values may represent such factors as alignment, reputation, status, and/or influence within a social graph of a network community, or the degree of trust. The paths connecting a first node to a second node may be retrieved, and social graph data analytics may be performed on the retrieved paths. Network connectivity values and/or other social graph data may be outputted to third-party processes and services for use in initiating automatic transactions or making automated network-based or real-world decisions.
1. A method for receiving an indication of an alteration in the network connectivity for a first node stored on a server, the method comprising:
transmitting from a user device to a server, a request for an initial network connectivity indication for the first node;
receiving with the user device from the server, the initial network connectivity indication for the first node, wherein the network initial network connectivity indication was determined by using processing circuitry to:
identify a plurality of paths from the first node to a plurality of nodes, wherein the plurality of paths comprises at least one path per node for each of the plurality of nodes, wherein path data is retrieved from a database, wherein each of the plurality of paths comprises at least one of a plurality of links to a plurality of nodes within a network community;
determine a user connectivity value for each identified path; and
for each identified path, produce the initial network connectivity indication;
after receiving the initial network connectivity indication with the user device, transmitting from the user device to the server, an identification of an electronic interaction between the first node and at least one of the plurality of nodes; and
receiving with the user device from the server, an altered network connectivity indication for the first node, wherein the altered network connectivity indication was determined by using processing circuitry to:
alter at least one user connectivity value for at least one path in the plurality of paths based upon the electronic interaction between the first node and the at least one of the plurality of nodes, and
for each identified path, produce a second network connectivity indication.