System and method for evaluating transaction patterns

• US 10,217,095 B2
• Filed: 05/17/2018
• Issued: 02/26/2019
• 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:
  US15/982,733
• Publication Number:
  US 20180336541A1
• Time in Patent Office: 285 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, at a host computing system, from a plurality of point of sale (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 and an account identifier;

evaluating, by the host computing system, the POS datasets to determine a merchant location for each of the transactions;

generating, by the host computing system, a plurality of geographical transaction paths based on the merchant locations, 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; and

evaluating, by the host computing system, the plurality of geographical transaction paths to identify common features of the transaction paths.

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

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

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

3. The method for evaluating transaction patterns of account holders to determine common points in paths traveled by account holders in a geographical area of claim 1, wherein:

at least one of the starting point and ending point comprises one or both of a residence address or a billing address for the account holder.

4. The method for evaluating transaction patterns of account holders to determine common points in paths traveled by account holders in a geographical area of claim 1, wherein:

the starting point and the ending point are different.

5. The method for evaluating transaction patterns of account holders to determine common points in paths traveled by account holders in a geographical area of claim 1, wherein:

the common features represent locations having points of intersection or close proximity in the plurality of transaction paths.

6. The method for evaluating transaction patterns of account holders to determine common points in paths traveled by account holders in a geographical area of claim 1, wherein:

the common features comprise one or both of common card holder interests or spending habits.

7. The method for evaluating transaction patterns of account holders to determine common points in paths traveled by account holders in a geographical area of claim 1, wherein:

each POS dataset comprises a merchant classification code; and

the method further comprises determining what types of businesses a particular account holder associated with a particular transaction path would be interested in based on the merchant classification codes.

8. 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:

an aggregating system that is configured to;

receive POS datasets from a number of POS devices, wherein each POS dataset comprises at least a merchant identifier and an account identifier; and

aggregate the POS datasets;

a processing system that is configured to;

evaluate the POS datasets to determine a merchant location for each of the transactions;

generate a plurality of geographical transaction paths based on the merchant locations, 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; and

evaluate the plurality of transaction paths to identify common features of the transaction paths.

9. The system for evaluating transaction patterns of account holders in order to determine common points in paths traveled by account holders in a geographical area of claim 8, wherein:

the processing system is further configured to generate a report showing the identified common features; and

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

10. The system for evaluating transaction patterns of account holders in order to determine common points in paths traveled by account holders in a geographical area of claim 8, wherein the processing system is further configured to:

identify a one-time event or circumstance; and

remove the one-time event or circumstance from at least one of the plurality of transaction paths.

11. The system for evaluating transaction patterns of account holders in order to determine common points in paths traveled by account holders in a geographical area of claim 8, wherein:

each transaction path is generated based on transactions conducted over a predetermined period of time.

12. The system for evaluating transaction patterns of account holders in order to determine common points in paths traveled by account holders in a geographical area of claim 11, wherein:

wherein the predetermined period of time is a twenty-four hour period.

13. The system for evaluating transaction patterns of account holders in order to determine common points in paths traveled by account holders in a geographical area of claim 8, 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.

14. The system for evaluating transaction patterns of account holders in order to determine common points in paths traveled by account holders in a geographical area of claim 8, wherein the processing system is further configured to:

identify spending patterns of each of the account holders having transaction paths with common features.

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

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

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.

16. The system for determining common points in paths traveled by account holders in a geographical area of claim 15, wherein the instructions, when executed, are further configured to cause the processor to evaluate transaction patterns by:

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.

17. The system for determining common points in paths traveled by account holders in a geographical area of claim 15, wherein the memory further contains instructions that, when executed by the processor, cause the processor to evaluate transaction patterns by:

generating a plurality of transaction paths by linking the merchant locations to form the path segments.

18. The system for determining common points in paths traveled by account holders in a geographical area of claim 17, wherein:

the path segments are determined by an automobile routing application.

19. The system for determining common points in paths traveled by account holders in a geographical area of claim 17, wherein:

the path segments are determined based on prior transaction paths of the account holder conducting transactions at the linked merchant locations.