Method and system for compiling a multi-source database of composite investor-specific data records with no disclosure of investor identity

• US 10,032,048 B1
• Filed: 05/09/2016
• Issued: 07/24/2018
• Est. Priority Date: 12/29/2008
• Status: Active Grant

• Current Assignee: Plutometry Corporation
• Original Assignee: Plutometry Corporation
• Inventors: Barton, Samuel G., Ketkar, Bhalchandra R., O'Hara, Casey V., Goldwasser, Todd
• Primary Examiner(s): Beausoliel, Jr., Robert
• Assistant Examiner(s): Bromell, Alexandria
• Application Number:
  US15/150,156
• Time in Patent Office: 806 Days
• Field of Search: 707698, 707747, 707756, 705 1418, 380 30, 380277
• CPC Class Codes: G06F 16/22 Indexing; Data structures therefor; Storage structures
• CPC Class Codes: G06F 16/9017 using directory or table look-up use of a directory or look-up table in file systems G06F16/13
• CPC Class Codes: G06F 16/9535 Search customisation based on user profiles and personalisation
• CPC Class Codes: G06F 16/955 using information identifiers, e.g. uniform resource locators [URL]
• CPC Class Codes: G06F 21/6254 by anonymising data, e.g. decorrelating personal data from the owner's identification
• CPC Class Codes: G06Q 30/02 Marketing; Price estimation or determination; Fundraising
• CPC Class Codes: G06Q 30/0201 Market modelling; Market analysis; Collecting market data
• CPC Class Codes: G06Q 30/0203 Market surveys; Market polls
• CPC Class Codes: G06Q 40/06 Asset management; Financial planning or analysis

Abstract

A system and method are disclosed for compiling a database of investor-related data by gathering and linking customer-specific data records from multiple unaffiliated financial institutions, where such data records are coded in such a manner that the database compiler is enabled to link, across data providers and/or time periods, data records that pertain to the same investor without being provided any information that reveals the identity of any investor.

Claims

1. A method of compiling a computerized database of anonymized consumer-specific behavioral data received from a plurality of data providers, the method comprising:

inputting, using a computer and from each data provider, a set of data comprising;

consumer-specific behavioral data maintained by the data provider pertaining to a plurality of consumers, and

with respect to each consumer, a surrogate consumer code that is associated with the consumer-specific behavioral data pertaining to that consumer,

wherein the surrogate consumer codes from all data providers correspond to a set of common surrogate consumer codes,

wherein no surrogate consumer code corresponds to more than one common surrogate consumer code,

wherein any surrogate consumer code from a data provider that corresponds to a particular common surrogate consumer code is different from the surrogate consumer codes from all other data providers that correspond to that same common surrogate consumer code,

wherein each common surrogate consumer code corresponds to a single value of a consumer identifier maintained by all data providers in association with the consumer-specific behavioral data they maintain pertaining to the plurality of consumers,

wherein each value of the consumer identifier represents a distinct consumer,

wherein no value of the consumer identifier corresponds to more than one common surrogate consumer code, and

wherein each inputted surrogate consumer code from a data provider is derived by executing a reversible transformation of the common surrogate consumer code that corresponds to the value of the consumer identifier maintained by that data provider in association with the consumer-specific behavioral data inputted in association with that surrogate consumer code, and

wherein the set of data from the data provider does not disclose the values of the consumer identifier;

determining, using a computer and a decoding key, which surrogate consumer codes correspond to the same common surrogate consumer code by converting each surrogate consumer code to the corresponding common surrogate consumer code by using the decoding key to reverse the reversible transformation that created that surrogate consumer code,

wherein the decoding key does not disclose the values of the consumer identifier; and

linking in the database, using a computer, consumer-specific behavioral data inputted in association with surrogate consumer codes that correspond to the same common surrogate consumer code.

2. The method of claim 1, wherein the values of the consumer identifier comprise Social Security Numbers.

3. The method of claim 1, wherein the values of the consumer identifier comprise taxpayer identification numbers.

4. The method of claim 1, wherein the values of the consumer identifier comprise email addresses.

5. The method of claim 1, wherein the values of the consumer identifier comprise mobile telephone numbers.

6. The method of claim 1, wherein no set of data contains more than one surrogate consumer code corresponding to each distinct common surrogate consumer code.

7. The method of claim 1, wherein the reversible transformation is different from any reversible transformation executed to derive surrogate consumer codes inputted from another data provider.

8. The method of claim 1, wherein the reversible transformation is based upon a symmetric cryptographic encryption function, and the decoding key comprises a key for reversing that symmetric cryptographic encryption function.

9. The method of claim 1, wherein the reversible transformation is based upon an asymmetric cryptographic encryption function, and the decoding key comprises a key for reversing that asymmetric cryptographic encryption function.

10. The method of claim 1,

wherein a cross-reference table of surrogate consumer codes is created,

wherein each row along a first dimension of the cross-reference table is assigned to a different common surrogate consumer code, and

wherein each row along a second dimension of the cross-reference table is assigned to a different data provider and is populated with the surrogate consumer codes applicable to that data provider, each surrogate consumer code in the row of the first dimension that is assigned to the common surrogate consumer code to which it corresponds, and

wherein the decoding key comprises the cross-reference table and an indication as to which row of the second dimension of the cross-reference table is assigned to each data provider.

11. The method of claim 1, wherein linking consumer-specific behavioral data inputted in association with surrogate consumer codes that correspond to the same common surrogate consumer code further comprises:

replacing, using a computer, each common surrogate consumer code with a proprietary consumer code not known to the data providers,

wherein no distinct proprietary consumer code corresponds to more than one distinct common surrogate consumer code; and

logically associating, using a computer, consumer-specific behavioral data that are associated with the same proprietary consumer code.

12. The method of claim 11, wherein the common surrogate consumer codes are excluded from the database.

13. The method of claim 1, wherein instructions are provided to the data provider for obtaining the surrogate consumer code applicable to that data provider that corresponds to any particular value of the consumer identifier by:

generating, using a computer, the common surrogate consumer code that corresponds to that value of the consumer identifier by executing an irreversible transformation of that value of the consumer identifier,

wherein the irreversible transformation is the same as the irreversible transformation executed by other data providers to generate the common surrogate consumer code that corresponds to that value of the consumer identifier; and

deriving, using a computer, the surrogate consumer code applicable to that data provider that corresponds to that common surrogate consumer code by executing the reversible transformation of that common surrogate consumer code.

14. The method of claim 13, wherein the instructions comprise computer program code that, when executed, successively performs the irreversible transformation and the reversible transformation.

15. The method of claim 14, wherein the data provider is provided with a computer-based device that executes the computer program instructions and records, on a tangible computer-readable medium, consumer-specific behavioral data and associated surrogate consumer codes.

16. The method of claim 13, wherein the irreversible transformation is based upon a cryptographic hash function using a salt that is unique to that data provider.

17. The method of claim 1, wherein a lookup table is provided to the data provider for use in obtaining surrogate consumer codes applicable to that data provider.

18. The method of claim 17,

wherein the lookup table comprises values of the consumer identifier and, associated with each value, the corresponding common surrogate consumer code, and

wherein instructions are provided to the data provider for obtaining the surrogate consumer code applicable to that data provider that corresponds to any particular value of the consumer identifier by:

obtaining the common surrogate consumer code that corresponds to that value of the consumer identifier by searching, using a computer, the lookup table using that value of the consumer identifier as the search argument; and

deriving the surrogate consumer code applicable to that data provider that corresponds to that common surrogate consumer code by executing the reversible transformation of that common surrogate consumer code.

19. The method of claim 17,

wherein the lookup table comprises values of the consumer identifier and, associated with each value, the corresponding surrogate consumer code applicable to that data provider, and

wherein instructions are provided to the data provider for obtaining the surrogate consumer code applicable to that data provider that corresponds to any particular value of the consumer identifier by searching, using a computer, the lookup table using that value of the consumer identifier as the search argument.

20. A method of compiling a computerized database of anonymized consumer-specific behavioral data received from a plurality of data providers, the method comprising:

inputting, using a computer and from each data provider, a set of data comprising;

consumer-specific behavioral data maintained by the data provider pertaining to a plurality of consumers, and

with respect to each consumer, a surrogate consumer code that is associated with the consumer-specific behavioral data pertaining to that consumer,

wherein the surrogate consumer code corresponds to a single value of a consumer identifier maintained by the data provider in association with that consumer-specific behavioral data,

wherein the surrogate consumer codes from all data providers correspond to values of the same consumer identifier,

wherein each distinct value of the consumer identifier represents a distinct consumer,

wherein the set of data from each data provider does not disclose the values of the consumer identifier,

wherein the surrogate consumer code from a data provider that corresponds to a particular value of the consumer identifier is different from the surrogate consumer codes from other data providers that correspond to that value of the consumer identifier, and

wherein a cross-reference table of surrogate consumer codes is created,

wherein each row along a first dimension of the cross-reference table is assigned to a different value of the consumer identifier, and

wherein each row along a second dimension of the cross-reference table is assigned to a different data provider and is populated with the surrogate consumer codes applicable to that data provider, each surrogate consumer code in the row of the first dimension that is assigned to the value of the consumer identifier to which it corresponds; and

determining, using a computer and a decoding key, which surrogate consumer codes correspond to the same value of the consumer identifier,

wherein the decoding key comprises the cross-reference table and an indication as to which row of the second dimension of the cross-reference table is assigned to each data provider, and

wherein the decoding key does not disclose the values of the consumer identifier; and

linking in the database, using a computer, consumer-specific behavioral data inputted in association with surrogate consumer codes that correspond to the same value of the consumer identifier.

21. The method of claim 20, wherein the rows of the first dimension of the cross-reference table are randomly ordered.

22. The method of claim 20, further comprising:

logically associating, using a computer, a proprietary consumer code with each row of the first dimension of the cross-reference table,

wherein no distinct proprietary consumer code is associated with more than one row of the first dimension of the cross-reference table; and

logically associating, using a computer, in the database each proprietary consumer code with the consumer-specific behavioral data inputted in association with surrogate consumer codes that are in the same row of the first dimension of the cross-reference table as the row of the first dimension with which that proprietary consumer code is associated.

23. The method of claim 22, wherein the proprietary consumer codes are not known to any of the data providers and do not disclose the surrogate consumer codes or the values of the consumer identifier.

24. The method of claim 20,

wherein instructions are provided to a data provider for obtaining the surrogate consumer code applicable to that data provider that corresponds to any particular value of the consumer identifier by executing, using a computer, an irreversible transformation of that value of the consumer identifier,

wherein the irreversible transformation is different from any irreversible transformation executed by another data provider to obtain surrogate consumer codes that correspond to particular values of the consumer identifier.

25. The method of claim 24, wherein the irreversible transformation is based upon a cryptographic hash function using a salt that is unique to that data provider.

26. The method of claim 24, wherein the instructions comprise computer program code that, when executed, converts any value of the consumer identifier to the corresponding surrogate consumer code applicable to the data provider.

27. The method of claim 26, wherein the computer program code is configured to receive a value of the consumer identifier and return the corresponding surrogate consumer code.

28. The method of claim 20,

wherein a lookup table is provided to a data provider that comprises values of the consumer identifier and the corresponding surrogate consumer codes applicable to that data provider, and

wherein instructions are provided to the data provider for obtaining the surrogate consumer code applicable to that data provider that corresponds to any particular value of the consumer identifier by searching, using a computer, the lookup table using that value of the consumer identifier as the search argument.

29. The method of claim 20, wherein the values of the consumer identifier comprise Social Security Numbers.

30. The method of claim 20, wherein the values of the consumer identifier comprise taxpayer identification numbers.

31. The method of claim 20, wherein the values of the consumer identifier comprise email addresses.

32. The method of claim 20, wherein the values of the consumer identifier comprise mobile telephone numbers.