Machine learning task compartmentalization and classification
AssigneeBank of America Corporation
InventorManu Kurian
Life of this patent
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Abstract
Systems, methods, and apparatus for machine learning task compartmentalization and classification are disclosed. An example method comprises receiving, from a first computing device, user defined parameters associated with at least one user, receiving, from a second computing device different from the first computing device, auxiliary data associated with the at least one user, generating, by a third computing device, at least one work profile based on the received user defined parameters and auxiliary data, and determining, by the third computing device, an affinity between a task component and the generated at least one work profile.
Claims10
An apparatus comprising:
- one or more processors;
- and
- memory comprising instructions that, when executed by the one or more processors, cause the apparatus to at least:
- identify a task associated with a plurality of skillsets, wherein the task is comprised of at least one task component;
- query a database server for at least one work profile associated with at least one skillset of the plurality of skillsets, wherein the at least one work profile is a combined profile comprising at least a first work profile and a second work profile, wherein the first work profile is associated with a first skillset of the plurality of skillsets and the second work profile is associated with a second skillset of the plurality of skillsets;
- generate an affinity between the at least one work profile and the at least one task component of the task, the at least one task component associated with the at least one skillset;
- and
- in response to determining that the affinity satisfies a threshold, allocate, to the at least one work profile, the at least one task component.
One or more non-transitory computer-readable media storing computer-executable instructions that, when executed by at least one computing device, cause the at least one computing device to:
- identify a task associated with a plurality of skillsets, wherein the task is comprised of at least one task component;
- query a database server for at least one work profile associated with at least one skillset of the plurality of skillsets, wherein the at least one work profile is a combined profile comprising at least a first work profile and a second work profile, wherein the first work profile is associated with a first skillset of the plurality of skillsets and the second work profile is associated with a second skillset of the plurality of skillsets;
- generate an affinity between the at least one work profile and the at least one task component of the task, the at least one task component associated with the at least one skillset;
- and
- in response to determining that the affinity satisfies a threshold, allocate, to the at least one work profile, the at least one task component.
Dependencies are inferred from the claim text.