System and Methods for Comparing Segments
The present invention relates to systems and methods for comparing segments. In these systems and methods, an output from a segmentation process is received. This output is reduced to a pruned set of segments. Next, separate graphs of connected segments are generated. The graphs provide a first order classification of the segments into non-overlapping spaces. The process of generating separate graphs utilizes graph theory in which each segment is a node. A central node within each of the separate graphs is identified. Lastly, the most profitable segments connected to the identified central node for each graph are analyzed for.
1 . A method for comparing segments, useful in association with an integrated price management system, the method comprising:
receiving an output from a segmentation process;
reducing the output to a pruned set of segments;
generating, by a computer, separate graphs of connected segments, wherein the graphs provide a first order classification of the segments into non-overlapping spaces;
identifying a central node within each of the separate graphs; and
analyzing for the most profitable segments connected to the identified central node for each graph.
2 . The method as recited in claim 1 , wherein the segmentation process is a brute force traversal of a transaction database.
3 . The method as recited in claim 1 , wherein the interconnections between the graphed segments are generated based upon ancestry of said segments.
4 . The method as recited in claim 3 , wherein the ancestor segments are each segment that exists in a higher level of the hierarchical relationship.
5 . The method as recited in claim 1 , wherein the non-overlapping spaces are based upon hierarchies of segment attributes.
6 . The method as recited in claim 1 , wherein the generating separate graphs utilizes graph theory in which each segment is a node.
7 . The method as recited in claim 1 , wherein the identification of each central node utilizes social networking techniques.
8 . The method as recited in claim 1 , further comprising generating policy based upon the analysis of the most profitable segment connections.
9 . The method as recited in claim 1 , wherein the analyzing for the most profitable segments connected to the identified central node further comprises calculating the average profit per node and selecting for the node with the largest average profit.
10 . The method as recited in claim 1 , wherein the interconnections between the graphed segments are generated based upon similarities of the segments to one another.
11 . A system for comparing segments, useful in association with an integrated price management system, the method comprising:
a database storing an output from a segmentation process;
a filter configured to reduce the output to a pruned set of segments;
a graphing engine, embodied in a computer system, configured to generate separate graphs of connected segments, wherein the graphs provide a first order classification of the segments into non-overlapping spaces; and
an analyzer configured to identify a central node within each of the separate graphs, and analyze for the most profitable segments connected to the identified central node for each graph.
12 . The system of claim 11 , wherein the database is populated by brute force traversal of transaction data.
13 . The system of claim 11 , wherein the graphing engine generates the interconnections between the graphed segments based upon ancestry of said segments.
14 . The system of claim 13 , wherein the ancestor segments are each segment that exists in a higher level of the hierarchical relationship.
15 . The system of claim 11 , wherein the non-overlapping spaces are based upon hierarchies of segment attributes.
16 . The system of claim 11 , wherein the graphing engine utilizes graph theory, wherein each segment is a node.
17 . The system of claim 11 , wherein the analyzer utilizes social networking techniques.
18 . The system of claim 11 , further comprising a recommendation engine configured to generate policy based upon the analysis of the most profitable segment connections.
19 . The system of claim 11 , wherein the analyzer is further configured to calculate the average profit per node and selecting for the node with the largest average profit.
20 . The system of claim 11 , wherein the graphing engine generates the interconnections between the graphed segments based upon similarities of the segments to one another.