Co-Viewer Adjustment Using Compliant Household Viewership Models
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Solution Overview
Problem
Existing audience measurement systems suffer from undercounting and overcounting of co-viewers due to non-compliance with panel meter reporting, leading to inaccurate audience measurement estimates.
Innovation Solution
A method and apparatus for co-viewer adjustment that identifies compliant and non-compliant households using return path data and local people meter data, builds a viewership model based on compliant data, and applies it to non-compliant data to adjust viewership counts, accounting for undercounting and overcounting of co-viewers.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If panel meter reporting is used to measure audience, then audience measurement can be obtained, but undercounting and overcounting of co-viewers occurs due to non-compliance
Solution Approach 1:
The patent introduces return path data as an intermediary to bridge the gap between non-compliant panel meter reporting and accurate audience measurement. The system uses return path data from cable/satellite providers as a mediator to verify and correct the viewing information reported by panel meters, thereby resolving the compliance issue without eliminating panel meter functionality.
Solution Approach 2:
The patent implements a feedback mechanism where audience measurement data from panel meters is continuously compared against return path data. When discrepancies are detected (undercounting or overcounting), the system provides feedback to adjust the measurements, creating a closed-loop system that self-corrects for non-compliance issues.
2Measurement precision
If compliant households are identified and used for modeling, then accurate viewership model can be built, but non-compliant households must be separately processed
Solution Approach 1:
The patent segments the audience measurement system into two distinct processing paths: one for compliant households that uses standard panel meter data, and another for non-compliant households that incorporates return path data verification. This segmentation allows each path to be optimized independently, maintaining accuracy while managing complexity through modular processing.
Solution Approach 2:
The patent applies partial action by selectively applying return path data verification only to non-compliant households rather than all households. This approach achieves the necessary correction where needed while avoiding the excessive complexity of applying the full verification process universally, thus balancing accuracy requirements with processing efficiency.
Data Source
AI summary
Methods and apparatus disclosed herein can be used to perform co-viewer adjustment. An example apparatus or viewership adjustment includes at least one memory, machine readable instructions, and processor circuitry to execute the machine readable instructions to determine compliant and non-compliant household panel meter data based on household metrics for past household viewing behavior, adjust undercounted viewership data based on an active media session interval associated with the household metrics, adjust overcounted viewership data based on a viewership model, the viewership model trained using the compliant household panel meter data, and output adjusted viewership data based on the adjusted undercounted viewership data and adjusted overcounted viewership data.


