System and method for modifying links within a web site
Methods for managing an interactive system, such as a web site, are disclosed. An interactive system can comprise a plurality of states, and a first structure of the interactive system can be defined by transitional links between those states. Session data can represent user navigation through the states, and a predetermined set of parameters for session data can be defined by the first structure of the interactive system. The method can include accessing a representation of the first structure of the interactive system, and analyzing the session data based on the predetermined set of parameters. A second structure for the interactive system can be determined when the first set of parameters are not met, such that as compared to the first structure, the second structure adds or removes a transitional link directly between the a first state of the interactive system and a second state of the interactive system.
1. A method for managing a network accessible web site, the method comprising:
receiving, by a computer, an indication of a first structure associated with the web site, the first structure comprising a first plurality of nodes, each node representing a web resource of the web site accessible via the web site, and a first plurality of edges, each edge representing a link between web resources;
receiving, by the computer, historical session data representing previous user activity on the web site, the historical session data including user navigation from among three or more nodes of the first plurality of nodes of the web site;
determining, by the computer, based on the historical session data, a statistical correlation associated with user navigation to a first node and to a second node of the first plurality of nodes; and
responsive to determining the statistical correlation exceeds a predetermined threshold, automatically (i) determining, by the computer, a second structure associated with the web site, wherein the second structure comprises a second plurality of nodes and a second plurality of edges including a new first edge between the first node and the second node and (ii) restructuring the web site according to the second structure.
2. The method of claim 1 , wherein the second structure comprises the first plurality of nodes and edges.
3. The method of claim 1 , wherein the second structure comprises the first plurality of nodes and edges except for a second edge, wherein the second edge is absent from the second structure to offset presence of the new first edge between the first node and the second node.
4. The method of claim 3 , further comprising determining, by the computer, based on the historical session data, a statistical correlation associated with user navigation to a third node and to a fourth node of the plurality of nodes, wherein the second edge is between the third node and the fourth node.
5. A system comprising:
at least one processor;
at least one memory operatively coupled to the at least one processor and configured for storing data and instructions that, when executed by the processor, cause the system to perform a method comprising:
receiving, by the processor, an indication of a first structure associated with a web site, the first structure comprising a first plurality of nodes, each node representing a web resource of the web site accessible via the web site, and a plurality of edges, each edge representing a link between web resources;
receiving, by the processor, historical session data representing previous user accesses of the interactive electronic system web site, the historical session data including user navigation from among three or more nodes of the first plurality of nodes of the web site;
determining, by the processor, based on the historical session data, a statistical correlation associated with user navigation to a first node and to a second node of the first plurality of nodes; and
responsive to determining the statistical correlation exceeds a predetermined threshold, (i) automatically determining, by the processor, a second structure associated with the web site, wherein the second structure comprises a second plurality of nodes and a second plurality of edges without a first edge between the first node and the second node, and (ii) automatically restructuring, by the processor, the web site according to the second structure.
6. The system of claim 5 further storing instructions that, when executed by the processor, cause the system to perform the method further comprising outputting a recommendation to restructure the web site according to the second structure.
7. The system of claim 5 , wherein the second structure is provided to yield expected user activity.
8. The system of claim 5 , wherein the second structure comprises the first plurality of nodes and edges except for the first edge.
9. The system of claim 5 , wherein the second structure comprises the first plurality of nodes and edges and a new second edge, the second edge being present from the second structure to offset absence of the first edge.
10. The system of claim 9 further storing instructions that, when executed by the processor, cause the system to perform the method further comprising determining, by the processor, based on the historical session data, a statistical correlation associated with user navigation to a third node and to a fourth node of the plurality of nodes, wherein the second edge is between the third node and the fourth node.
11. A computer-program product embodied in a non-transitory computer-readable storage medium having instructions encoded thereon that, when executed by a computer, causes the computer to:
receive an indication of a first structure associated with the web site, the first structure comprising a first plurality of nodes, each node representing a web resource of the web site accessible via the web site, and a first plurality of edges, each edge representing a link between web resources;
receive historical session data representing previous user accesses of the web site, the historical session data including navigation from among three or more nodes of the plurality of nodes;
determine, based on the historical session data, a statistical correlation associated with user navigation to a first node and to a second node of the plurality of nodes; and
responsive to determining the statistical correlation exceeds a predetermined threshold, automatically (i) determine a second structure associated with the interactive electronic system, wherein the second structure comprises a second plurality of nodes and a second plurality of edges including a new first edge between the first node and the second node and (ii) restructure the web site according to the second structure.
12. The computer-program product of claim 11 , wherein the second structure comprises the first structure.
13. The computer-program product of claim 11 , wherein the second structure comprises the first structure except for a second edge of the plurality of edges, the second edge being absent from the second structure to offset presence of the new first edge between the first node and the second node.