Methods and apparatus to compensate for server-generated errors in database proprietor impression data due to misattribution and/or non-coverage
US-10803475-B2 · Oct 13, 2020 · US
US11308514B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-11308514-B2 |
| Application number | US-201916697876-A |
| Country | US |
| Kind code | B2 |
| Filing date | Nov 27, 2019 |
| Priority date | Aug 26, 2019 |
| Publication date | Apr 19, 2022 |
| Grant date | Apr 19, 2022 |
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An example apparatus to determine census-based audience metrics of media across multiple demographics includes an audience size determiner to determine a first census-level audience size based on a third-party audience size, a third-party impression count, and a first cross-demographic total census parameter value; an impression counts determiner to determine a first census-level impression count based on the third-party audience size, the third-party impression count, and the first cross demographic total census parameter value; and a verifier to determine whether the first cross-demographic total census parameter value satisfies a constraint based on the first census-level impression count; and when the constraint is not satisfied the verifier to: (a) discard the first cross-demographic total census parameter value, and (b) select a second cross-demographic total census parameter value, the second cross-demographic total census parameter value to determine a second census-level audience size and a second census-level impression count to satisfy the constraint.
Opening claim text (preview).
What is claimed is: 1. An apparatus to determine census-based audience metrics of media across multiple demographics, the apparatus comprising: a value generator to determine a first one of a plurality of cross-demographic total census parameter values based on a ratio of a third-party impression count and a third-party audience size; an audience size determiner to determine a first census-level audience size based on the first one of the plurality of cross-demographic total census parameter values; an impression count determiner to determine a first census-level impression count based on the first one of the plurality of cross demographic total census parameter values; a verifier to: determine whether the first one of the plurality of cross-demographic total census parameter values satisfies a constraint based on the first census-level impression count, and when the constraint is not satisfied: (a) discard the first one of the cross-demographic total census parameter values, and (b) select a second one of the cross-demographic total census parameter values, the second one of the cross-demographic total census parameter values to determine a second census-level audience size and a second census-level impression count to satisfy the constraint; and a database interface to, when the constraint is satisfied: store the first census-level audience size and the first census-level impression count in computer memory, and send the first census-level audience size and the first census-level impression count to a network-connected device. 2. The apparatus of claim 1 , wherein the impression count determiner is to determine the first census-level impression count further based on the first census-level audience size. 3. The apparatus of claim 1 , wherein the media is at least one of a webpage, an advertisement, or video. 4. The apparatus of claim 1 , further including a value tester to select the first and second ones of the cross-demographic total census parameter values from a range, an upper bound constraint of the range being a peak cross-demographic total census parameter value. 5. The apparatus of claim 1 , wherein the third-party audience size and the third-party impression count are based on impressions of the media, the impressions attributable to subscribers of a database proprietor. 6. The apparatus of claim 1 , wherein the first census-level impression count corresponds to a first demographic, and the verifier is to determine that the first one of the plurality of cross-demographic total census parameter values satisfies the constraint when a sum of the first census-level impression count and second census-level impression counts corresponding to second demographics equal a census-level total impression count. 7. The apparatus of claim 6 , wherein the census-level total impression count is based on first impressions of the media logged by an audience measurement entity, the audience measurement entity separate from a database proprietor that generates the third-party audience size and the third-party impression count based on second impressions of the media, the second impressions attributable to subscribers of the database proprietor. 8. At least one non-transitory computer readable medium comprising instructions that, when executed, cause at least one processor to at least: determine a first one of a plurality of cross-demographic total census parameter values based on a ratio of a third-party impression count and a third-party audience size; determine a first census-level audience size based on the first one of the plurality of cross-demographic total census parameter values; determine a first census-level impression count based on the first one of the plurality of cross demographic total census parameter values; determine whether the first one of the plurality of cross-demographic total census parameter values satisfies a constraint based on the first census-level impression count; when the constraint is not satisfied: (a) discard the first one of the cross-demographic total census parameter values, and (b) select a second one of the cross-demographic total census parameter values, the second one of the cross-demographic total census parameter values to determine a second census-level audience size and a second census-level impression count to satisfy the constraint; and when the constraint is satisfied: store the first census-level audience size and the first census-level impression count in computer memory, and send the first census-level audience size and the first census-level impression count to a network-connected device. 9. The at least one non-transitory computer readable medium of claim 8 , wherein the instructions, when executed, cause the at least one processor to determine the first census-level impression count further based on the first census-level audience size. 10. The at least one non-transitory computer readable medium of claim 8 , wherein the first census-level audience size and the first census-level impression count correspond to at least one of a webpage, an advertisement, or video. 11. The at least one non-transitory computer readable medium of claim 8 , wherein the instructions, when executed, cause the at least one processor to select the first and second ones of the cross-demographic total census parameter values from a range, an upper bound constraint of the range being a peak cross-demographic total census parameter value. 12. The at least one non-transitory computer readable medium of claim 8 , wherein the third-party audience size and the third-party impression count are based on impressions of media, the impressions attributable to subscribers of a database proprietor. 13. The at least one non-transitory computer readable medium of claim 8 , wherein the first census-level impression count corresponds to a first demographic, and the instructions, when executed, cause the at least one processor to determine that the first one of the plurality of cross-demographic total census parameter values satisfies the constraint when a sum of the first census-level impression count and second census-level impression counts corresponding to second demographics equal a census-level total impression count. 14. The at least one non-transitory computer readable medium of claim 13 , wherein the census-level total impression count is based on first impressions of media logged by an audience measurement entity, the audience measurement entity separate from a database proprietor that generates the third-party audience size and the third-party impression count based on second impressions of the media, the second impressions attributable to subscribers of the database proprietor. 15. A method to determine census-based audience metrics of media across multiple demographics, the method comprising: determining, by executing an instruction with a processor, a first one of a plurality of cross-demographic total census parameter values based on a ratio of a third-party impression count and a third-party audience size; determining, by executing an instruction with the processor, a first census-level audience size based on the first one of the plurality of cross-demographic total census parameter values; determining, by executing an instruction with the processor, a first census-level impression count based on the first one of the plurality of cross demographic total census parameter values; determining, by executing an instruction with the processor, whether the first one of the plurality of cross-demographic total census parameter values satisfies a constraint based on the first census-level impre
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