System and method for evaluating transaction patterns

• US 10,002,349 B2
• Filed: 03/01/2013
• Issued: 06/19/2018
• Est. Priority Date: 03/05/2012
• Status: Active Grant

• Current Assignee: First Data Corporation (Fiserv Incorporated)
• Original Assignee: First Data Corporation (Fiserv Incorporated)
• Inventors: Tavares, Silvio, Fahy, Susan, Carlson, Dennis
• Primary Examiner(s): Singh, Gurkanwaljit
• Application Number:
  US13/782,018
• Publication Number:
  US 20130231976A1
• Time in Patent Office: 1,936 Days
• Field of Search: None
• CPC Class Codes: G06Q 20/202 Interconnection or interaction of plural electronic cash registers [ECR] or to host computer, e.g. network details, transfer of information from host to ECR or from ECR to ECR
• CPC Class Codes: G06Q 30/0201 Market modelling; Market analysis; Collecting market data
• CPC Class Codes: G06Q 30/0205 Location or geographical consideration

Abstract

Transaction data is collected from POS terminals in order to generate transaction paths for account holders. The transaction paths link merchant locations where transactions are conducted. Common features of transaction paths, such as intersecting path locations, and transaction data associated with the merchant locations are used for marketing and other purposes.

Claims

1. A method for evaluating transaction patterns of account holders to determine common points in paths traveled by account holders in a geographical area, the method comprising:

receiving and storing by an aggregation subsystem of a host computer system from POS devices a plurality of POS datasets for a plurality of transactions conducted by account holders, wherein;

the host computer system comprises a processing subsystem configured to process the plurality of POS datasets, a data storage subsystem configured to store the plurality of POS datasets, and an interface subsystem configured to facilitate communication between the host computer system and a user device;

each POS dataset comprises at least a merchant identifier, an account identifier, and a transaction amount;

with the processing subsystem of the host computer system, evaluating the POS datasets to determine a merchant location for each of the transactions;

with the processing subsystem of the host computer system, generating a plurality of geographical transaction paths, each transaction path having a starting point and an ending point, with the starting and ending points interconnected based on the merchant locations and the POS datasets, each transaction path representing a traveled geographical path of merchant locations for transactions conducted by an account holder and locations along path segments between the merchant locations;

evaluating, using the processing subsystem, the plurality of geographical transaction paths to identify common features of the transaction paths, the common features representing locations having points of intersection or close proximity in the plurality of transaction paths;

generating a report showing the results of the evaluation of the transaction; and

transmitting, using the interface subsystem, the report to a user device, wherein the report causes the report to display on the user device.

2. The method of claim 1, wherein each transaction path corresponds to one account holder, and wherein the method further comprises evaluating the transactions at the merchant locations along each transaction path.

3. The method of claim 2, wherein the transactions along each transaction path are evaluated in order to determine spending patterns of the corresponding account holder.

4. The method of claim 2, wherein evaluating the transactions at the merchant locations along each transaction path further comprises identifying spending patterns of each of the account holders having transaction paths with common features.

5. The method of claim 2, wherein evaluating the transactions at the merchant locations along each transaction path comprises evaluating one or more of:

the average amount of transactions at the merchant locations;

the total number to transactions at the merchant locations;

the total amount of all transactions at the merchant locations;

a merchant classification at each of the merchant locations;

product categories of transactions at the merchant locations;

payment instrument categories of transactions at the merchant locations; and

transaction categories of transactions at the merchant locations.

6. The method of claim 1, wherein at least one of the starting point and ending point comprises a residence address for the account holder.

7. The method of claim 1, wherein at least one of the starting point and ending point comprises a billing address for the account holder.

8. The method of claim 1, wherein the account identifier identifies an account, and wherein the account is a credit card account.

9. The method of claim 1, wherein the account identifier identifies an account, and wherein the account is selected from a group comprising a credit card account, and debit card account, a checking account, a savings account, a gift card account, a brokerage account and a loyalty account.

10. The method of claim 1, wherein each transaction path is generated based on transactions conducted over a predetermined period of time.

11. The method of claim 1, wherein the predetermined period of time is a twenty-four hour period.

12. A system for evaluating transaction patterns of account holders in order to determine common points in paths traveled by account holders in a geographical area, comprising:

a plurality of POS devices at a plurality of merchant locations, each POS device generating a plurality of POS datasets for a plurality of transactions conducted by account holders, wherein each POS dataset comprises at least a merchant identifier, an account identifier, and a transaction amount;

an aggregating system that receives the POS datasets and aggregates the datasets;

a processing system that evaluates the POS datasets to determine a merchant location for each of the transactions, to generate a plurality of geographical transaction paths, each having a starting point and an ending point, with the starting and ending points interconnected based on the merchant locations and the POS datasets, each transaction path representing a traveled geographical path of merchant locations for transactions conducted by an account holder and locations along path segments between the merchant locations, to identify common features of the transaction paths that may be used for business planning, the common features representing locations having points of intersection or close proximity in the plurality of transaction paths, and to generate a report showing the identified common features; and

an interface system configured to transmit the report to a user device, wherein the report causes the report to display on the user device.

13. A system for determining common points in paths traveled by account holders in a geographical area, comprising:

a plurality of POS devices at a plurality of merchant locations;

a processor; and

a memory communicatively connected with and readable by the processor, the memory containing instructions that, when executed by the processor, cause the processor to evaluate transaction patterns, by;

receiving by aggregation subsystem of a host computer system and storing at a data storage subsystem of a host computer system, from the POS devices a plurality of POS datasets for a plurality of transactions conducted by account holders, wherein each POS dataset comprises at least a merchant identifier, an account identifier, and a transaction amount;

evaluating the POS datasets to determine a merchant location for each of the transactions based on the merchant identifier;

generating a plurality of transaction paths based on the merchant locations and the POS datasets, each transaction path having a starting point and an ending point, with the starting and ending points interconnected by merchant locations, and representing a traveled geographical path of merchant locations for transactions conducted by an account holder and locations along path segments between the merchant locations; and

evaluating the plurality of transaction paths to identify common features of the transaction paths for purposes of business planning;

generating a report showing the results of the evaluation of the transaction paths; and

transmitting the report to a user device via an interface subsystem of the host computer system, wherein the report causes the report to display on the user device.

14. The system of claim 13, wherein each transaction path corresponds to one account holder, and wherein the memory further contains instructions that, when executed by the processor, cause the processor to evaluate transaction patterns by:

evaluating the transactions at the merchant locations along each transaction path.

15. The system of claim 14, wherein the transactions along each transaction path are evaluated in order to determine spending patterns of the corresponding account holder.

16. The method of claim 14, wherein evaluating the transactions at the merchant locations along each transaction path further comprises identifying spending patterns of each of the account holders having transaction paths with common features.

17. The system of claim 14, wherein evaluating the transactions at the merchant locations along each transaction path comprises evaluating one or more of:

the average amount of transactions at the merchant locations;

the total number to transactions at the merchant locations;

the total amount of all transactions at the merchant locations;

a merchant classification at each of the merchant locations;

product categories of transactions at the merchant locations;

payment instrument categories of transactions at the merchant locations; and

transaction categories of transactions at the merchant locations.

18. The system of claim 13, wherein at least one of the starting point and ending point comprises a residence address for the account holder.

19. The system of claim 13, wherein at least one of the starting point and ending point comprises a billing address for the account holder.

20. The system of claim 13, wherein the account identifier identifies an account, and wherein the account is a credit card account.

21. The system of claim 13, wherein the account identifier identifies an account, and wherein the account is selected from a group comprising a credit card account, and debit card account, a checking account, a savings account, a gift card account, a brokerage account and a loyalty account.

22. The system of claim 13, wherein each transaction path is generated based on transactions conducted over a predetermined period of time.

23. The system of claim 22, wherein the predetermined period of time is a twenty-four hour period.

24. The system of claim 13, wherein the memory further contains instructions that, when executed by the processor, cause the processor to generate a plurality of transaction paths by linking the merchant locations to form the path segments.

25. The system of claim 24, wherein the path segments may be determined by an automobile routing application.

26. The system of claim 24, wherein the path segments may be determined based on prior transaction paths of the account holder conducting transactions at the linked merchant locations.