Bias detection
AssigneeInternational Business Machines Corporation
InventorsBrianne Boldrin, Eliza Salkeld, Rebecca Rose James
Life of this patent
Estimating the term…
Abstract
A processor may identify one or more data fields of interest. The processor may receive data for each of the data fields of interest. The processor may compute one or more bias scores for the data fields of interest based on the data. The processor may develop a bias matrix with the bias scores. The processor may display the bias matrix to a user.
Claims25
A computer-implemented method, said method comprising:
- identifying one or more data fields of interest;
- receiving data for each of said one or more data fields of interest;
- computing one or more bias scores for said one or more data fields of interest based on said data;
- developing a bias matrix with said one or more bias scores;
- and
- displaying said bias matrix to a first user.
A system, said system comprising:
- a memory;
- and
- a processor in communication with said memory, said processor being configured to perform operations comprising:
- identifying one or more data fields of interest;
- receiving data for each of said one or more data fields of interest;
- computing one or more bias scores for said one or more data fields of interest based on said data;
- developing a bias matrix with said one or more bias scores;
- and
- displaying said bias matrix to a first user.
A computer program product, said computer program product comprising a computer readable storage medium having program instructions embodied therewith, said program instructions executable by a processor to cause said processor perform a function, said function comprising:
- identifying one or more data fields of interest;
- receiving data for each of said one or more data fields of interest;
- computing one or more bias scores for said one or more data fields of interest based on said data;
- developing a bias matrix with said one or more bias scores;
- and
- displaying said bias matrix to a first user.
Dependencies are inferred from the claim text.