Patent ID: 8521542
Filing Date: 2013-08-27
Classification: G06Q

Abstract:
1. An article including a non-transitory storage medium comprising computer-executable instructions to cause at least one processor to perform activities, comprising: inputting financial account holder data associated with a kohonen network, the financial account holder data corresponding to a plurality of financial account holders and the kohonen network implemented using at least one of an electronic circuit or a set of programmatic instructions executing on a computer; classifying the financial account holder data by propagating the financial account holder data through the kohonen network and identifying clusters of output nodes, each cluster corresponding to at least one classification; classifying a first of the plurality of financial account holders into a first spending history classification; classifying a second of the plurality of financial account holders into a second spending history classification; storing resulting classified financial account holder data, the first spending history, classification of the first of the plurality of financial account holders, and the second spending history classification of the second of the plurality of financial account holders in a memory device; displaying a graphical representation of the classified financial account holder data to visualize one or more relationships between the plurality of financial account holders and the financial account holder data; and identifying potentially fraudulent credit card account activity based upon a change by the first of the plurality of financial account holders from the first spending history classification to the second spending history classification.