Methods and apparatus to assign demographic information to panelists

Patent metadata

Field	Value
Publication number	US-11727148-B2
Application number	US-202217737687-A
Country	US
Kind code	B2
Filing date	May 5, 2022
Priority date	May 28, 2015
Publication date	Aug 15, 2023
Grant date	Aug 15, 2023

Abstract

Methods and apparatus to assign demographic information to panelists are disclosed. An apparatus includes at least one memory, instructions in the apparatus, and processor circuitry to execute the instructions to at least: generate decoy database proprietor identifiers based on probability density functions; after querying a database proprietor using panelist database proprietor identifiers and the decoy database proprietor identifiers: access (a) demographic information corresponding to the panelist database proprietor identifiers and first ones of the decoy database proprietor identifiers that are associated with subscribers to the database proprietor, and (b) errors indicating that second ones of the decoy database proprietor identifiers are not associated with the subscribers to the database proprietor; and regenerate the probability density functions based on the panelist database proprietor identifiers and the first ones of the decoy database proprietor identifiers that are associated with the subscribers to the database proprietor; and assign the panelist database proprietor identifiers to panelists based on the demographic information obtained from the database proprietor.

First claim

What is claimed is:

1. A system comprising:
at least one memory;
instructions in the system; and
programmable circuitry to be programmed by the instructions to at least:
generate decoy database proprietor identifiers based on probability density functions;
after querying a database proprietor using panelist database proprietor identifiers and the decoy database proprietor identifiers:
access (a) demographic information corresponding to the panelist database proprietor identifiers and first ones of the the decoy database proprietor identifiers that are associated with subscribers to the database proprietor, and (b) errors indicating that second ones of the decoy database proprietor identifiers are not associated with the subscribers to the database proprietor; and
regenerate the probability density functions based on the panelist database proprietor identifiers and the first ones of the decoy database proprietor identifiers that are associated with the subscribers to the database proprietor; and

assign the panelist database proprietor identifiers to panelists based on the demographic information obtained from the database proprietor.

2. The system as defined in claim 1 , wherein the programmable circuitry is to randomly arrange the panelist database proprietor identifiers and the decoy database proprietor identifiers into a query to perform the querying of the database proprietor.

3. The system as defined in claim 1 , wherein the programmable circuitry is to regenerate the probability density functions based on independent distributions of numbers in the panelist database proprietor identifiers.

4. The system as defined in claim 1 , wherein the programmable circuitry is to regenerate the probability density functions based on dependent distributions of numbers in the panelist database proprietor identifiers.

5. The system as defined in claim 1 , wherein the programmable circuitry is to, for each of digits of a corresponding one of the decoy database proprietor identifiers, select a numeric value for the digit based on a corresponding one of the probability density functions to generate the decoy database proprietor identifiers based on the probability density functions.

6. The system as defined in claim 1 , wherein the programmable circuitry is to generate a quantity of the decoy database proprietor identifiers based on a confidence level of the probability density functions.

7. A system comprising:
at least one memory;
instructions in the system; and
processor programmable circuitry to be programmed by the instructions to at least:
generate decoy database proprietor identifiers to protect privacies of members of panelist households corresponding to panelist database proprietor identifiers, the decoy database proprietor identifiers to be determined based on a probability density function, a quantity of the decoy database proprietor identifiers to be less than would be used if the decoy database proprietor identifiers were selected by a random selection process;
query, via a network, a server at a database proprietor using the panelist database proprietor identifiers and the decoy database proprietor identifiers, to obtain demographic information; and
assign the panelist database proprietor identifiers to panelists in the panelist households based on the demographic information obtained from the server at the database proprietor.

8. The system as defined in claim 7 , wherein the programmable circuitry is to query the server based on a random arrangement of the panelist database proprietor identifiers and the decoy database proprietor identifiers.

9. The system as defined in claim 7 , wherein the programmable circuitry is to determine the probability density function based on independent distributions of numbers in the panelist database proprietor identifiers.

10. The system as defined in claim 7 , wherein the programmable circuitry is to determine the probability density function based on dependent distributions of numbers in the panelist database proprietor identifiers.

11. The system as defined in claim 7 , wherein the programmable circuitry is to generate the decoy database proprietor identifiers using a confidence level of the probability density function.

12. The system as defined in claim 7 , wherein the programmable circuitry is to, for each of a plurality of digits of a first one of the decoy database proprietor identifiers, select a numeric value for the digit based on the probability density function to generate the first one of the decoy database proprietor identifiers based on the probability density function.

13. The system as defined in claim 7 , wherein, in response to querying the server at the database proprietor using the panelist database proprietor identifiers and the decoy database proprietor identifiers, the programmable circuitry is to:
access (a) the demographic information corresponding to the panelist database proprietor identifiers and first ones of the decoy database proprietor identifiers that are associated with subscribers to the database proprietor, and (b) errors indicating that second ones of the decoy database proprietor identifiers are not associated with the subscribers to the database proprietor; and
regenerate the probability density function based on the panelist database proprietor identifiers and the first ones of the decoy database proprietor identifiers that are associated with the subscribers to the database proprietor.

14. An system comprising:
at least one memory;
instructions in the system; and
programmable circuitry to be programmed by the instructions to at least:
extract a panelist database proprietor identifier from a cookie, the panelist database proprietor identifier associated with credentials used by a panelist to access a website; and
send a message to a first server of an audience measurement entity, the message including the panelist database proprietor identifier and a panelist identifier associated with the panelist, the panelist database proprietor identifier to be distributed with decoy database proprietor identifiers in a query to a second server at a database proprietor to obtain demographic information, the decoy database proprietor identifiers determined based on a probability density function, a quantity of the decoy database proprietor identifiers to be less than would be used if the decoy database proprietor identifiers were selected by a random selection process, the panelist identifier to be used to associate the panelist with a portion of the demographic information.

15. The system as defined in claim 14 , wherein the panelist database proprietor identifier and the decoy database proprietor identifiers are randomly distributed in the query.

16. The system as defined in claim 14 , wherein (1) the panelist database proprietor identifier is a first panelist database proprietor identifier, (2) the query includes a second panelist database proprietor identifier, and (3) the probability density function is based on independent distributions of numbers in the first panelist database proprietor identifier and the second panelist database proprietor identifier.

17. The system as defined in claim 16 , wherein (1) the panelist database proprietor identifier is a first panelist database proprietor identifier, (2) the query includes a second panelist database proprietor identifier, and (3) the probability density function is based on dependent distributions of numbers in the first panelist database proprietor identifier and the second panelist database proprietor identifier.

18. The

Assignees

• Nielsen Co Us Llc

Inventors

• Sullivan Jonathan
• Kashriel Shelli
• Christian Michelle
• Lee Choongkoo

Classifications

• G06F21/6254 Primary

  by anonymising data, e.g. decorrelating personal data from the owner's identification · CPC title

• G06F16/2457

  with adaptation to user needs · CPC title

• G06Q30/0204

  Market segmentation · CPC title