System and method for evaluating transaction patterns

• US 10,535,052 B2
• Filed: 01/28/2019
• Issued: 01/14/2020
• 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:
  US16/259,271
• Publication Number:
  US 20190188671A1
• Time in Patent Office: 351 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 system for determining common points in paths travel by account holders in a geographical area, comprising:

a plurality of point of sale (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 transaction data from the plurality of POS devices, the transaction data being associated with a plurality of transactions conducted by account holders;

evaluating the transaction data for each of the plurality of transactions to determine a merchant location of a merchant associated with each of the plurality of transactions;

generating a plurality of transaction paths based on the merchant locations and the transaction data, each transaction path having a plurality of location points, wherein each of the location points represents one or more of a starting point, an ending point, or a merchant location, wherein;

each of the transaction paths comprises path segments that extend between each of the location points;

each of the path segments is determined based on a primary automobile route between adjacent location points of each respective transaction path; and

each of the plurality of transaction paths represents a traveled geographical path of merchant locations for transactions conducted by an account holder; and

evaluating each of the plurality of transaction paths to identify common path features of the plurality of transaction paths.

2. The system for determining common points in paths travel by account holders in a geographical area of claim 1, wherein:

the primary automobile route is determined based on an automobile routing application.

3. The system for determining common points in paths travel by account holders in a geographical area of claim 1, wherein the instructions further cause the processor to evaluate transaction patterns by:

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

transmitting the report to a user device over a network, thereby causing the report to display on the user device.

4. The system for determining common points in paths travel by account holders in a geographical area of claim 1, wherein:

at least some of the plurality of transaction paths comprise starting and ending points that are interconnected by merchant locations.

5. The system for determining common points in paths travel by account holders in a geographical area of claim 1, wherein:

one or both of the starting point and the end point comprise merchant locations for at least some of the plurality of transaction paths.

6. The system for determining common points in paths travel by account holders in a geographical area of claim 1, wherein:

one or both of the starting point and the end point comprise a home address of the account holder for at least some of the plurality of transaction paths.

7. The system for determining common points in paths travel by account holders in a geographical area of claim 1, wherein:

common path features comprise one or both of intersecting transaction paths or proximity of paths to one another.

8. A method for determining common points in paths travel by account holders in a geographical area, comprising:

receiving transaction data from the plurality of POS devices, the transaction data being associated with a plurality of transactions conducted by account holders;

evaluating the transaction data for each of the plurality of transactions to determine a merchant location of a merchant associated with each of the plurality of transactions;

generating a plurality of transaction paths based on the merchant locations and the transaction data, each transaction path having a plurality of location points, wherein each of the location points represents one or more of a starting point, an ending point, or a merchant location, wherein;

each of the transaction paths comprises path segments that extend between each of the location points;

each of the path segments is determined based on a primary automobile route between adjacent location points of each respective transaction path; and

each of the plurality of transaction paths represents a traveled geographical path of merchant locations for transactions conducted by an account holder; and

evaluating each of the plurality of transaction paths to identify common path features of the plurality of transaction paths.

9. The method for determining common points in paths travel by account holders in a geographical area of claim 8, further comprising:

evaluating the transaction data associated with the plurality of transaction paths to identify common features.

10. The method for determining common points in paths travel by account holders in a geographical area of claim 9, further wherein:

the common features comprise one or more of common account holder interests or spending habits of account holders.

11. The method for determining common points in paths travel by account holders in a geographical area of claim 8, further comprising:

removing or omitting a particular merchant location from one of the transaction paths based on a determination that a visit to the particular merchant location is unlikely to be repeated by a particular account holder.

12. The method for determining common points in paths travel by account holders in a geographical area of claim 8, further comprising:

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

transmitting the report to a user device over a network, thereby causing the report to display on the user device.

13. The method for determining common points in paths travel by account holders in a geographical area of claim 8, wherein:

the path segments for at least some of the plurality of transaction paths are further based on prior transactions paths for a same account holder.

14. The method for determining common points in paths travel by account holders in a geographical area of claim 13, wherein:

at least some of the prior transaction paths comprise additional merchant locations that are not present in the at least some of the plurality of transaction paths.

15. A non-transitory computer-readable medium having stored thereon a series of instructions which, when executed by a processor, cause the processor to:

receive transaction data from the plurality of POS devices, the transaction data being associated with a plurality of transactions conducted by account holders;

evaluate the transaction data for each of the plurality of transactions to determine a merchant location of a merchant associated with each of the plurality of transactions;

generate a plurality of transaction paths based on the merchant locations and the transaction data, each transaction path having a plurality of location points, wherein each of the location points represents one or more of a starting point, an ending point, or a merchant location, wherein;

each of the transaction paths comprises path segments that extend between each of the location points;

each of the path segments is determined based on a primary automobile route between adjacent location points of each respective transaction path; and

each of the plurality of transaction paths represents a traveled geographical path of merchant locations for transactions conducted by an account holder; and

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

16. The non-transitory machine-readable medium of claim 15, wherein the instructions further cause the processor to:

evaluate the transaction data associated with the plurality of transaction paths to identify common features.

17. The non-transitory machine-readable medium of claim 15, wherein the instructions further cause the processor to:

generate a report showing the results of the evaluation of the plurality of transaction paths; and

transmit the report to a user device over a network, thereby causing the report to display on the user device.

18. The non-transitory machine-readable medium of claim 15, wherein the instructions further cause the processor to:

remove or omit a particular merchant location from one of the transaction paths based on a determination that a visit to the particular merchant location is unlikely to be repeated by a particular account holder.

19. The non-transitory machine-readable medium of claim 15, wherein:

the primary automobile route is determined based on an automobile routing application.

20. The non-transitory machine-readable medium of claim 15, wherein:

the transaction data comprises a merchant identifier and a timestamp associated with each of the plurality of transactions; and

each merchant location is determined based on a particular merchant identifier associated with a particular one of the plurality of transactions.