Systems and methods for attributing value to data analytics-driven system components
US11210823B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | Sep 27, 2019 |
| Grant date | Dec 28, 2021 |
| Priority date | — |
| Expiry date | Sep 27, 2039 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06Q30/0201
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Values are attributed to components of a data analytics-driven system by representing the system as a computational graph. The computational graph embodies a function that takes one or more inputs and produces an output, and each component of the system is represented as a subgraph of the computational graph. A usage metric is calculated for each component of the system by determining whether the output of the function of the system is affected by the component. A utility metric is also calculated for each component of the system. Based on the calculated component usage metrics and utility metrics, respective value are allocated to the system components.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.