Product declaration validation
AssigneeInternational Business Machines Corporation
InventorsPoh Lin Chong, William J. Green, Keh Ser Koo, Curtis T. Grosskopf
Life of this patent
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Abstract
Systems and methods for product declaration validation are provided. Aspects include receiving, by a processor, component data for a component. Obtaining, by the processor, environmental compliance data. Obtaining, by the processor, historical component data associated with the component. Determining a risk score for the component based on a feature vector, generated by a machine learning model, comprising a plurality of features extracted from the component data, environmental compliance data, and the historical component data and presenting the risk score for the component to a user.
Claims20
A computer-implemented method for product declaration validation, the method comprising:
- receiving, by a processor, component data for a component;
- obtaining, by the processor, environmental compliance data;
- obtaining, by the processor, historical component data associated with the component;
- and
- determining a risk score for the component based on a feature vector, generated by a machine learning model, comprising a plurality of features extracted from the component data, environmental compliance data, and the historical component data;
- presenting the risk score for the component to a user.
A system for product declaration validation, the system comprising:
- a processor communicatively coupled to a memory, the processor configured to:
- receive component data for a component;
- obtain environmental compliance data;
- obtain historical component data associated with the component;
- determine a risk score for the component based on a feature vector, generated by a machine learning model, comprising a plurality of features extracted from the component data, environmental compliance data, and the historical component data;
- and
- present the risk score for the component to a user.
A computer program product for product content validation, the computer program product comprising a computer readable storage medium having program instructions embodied therewith, wherein the computer readable storage medium is not a transitory signal per se, the program instructions executable by a processor to cause the processor to perform a method comprising:
- receiving, by the processor, component data for a component;
- obtaining, by the processor, environmental compliance data;
- obtaining, by the processor, historical component data associated with the component;
- determining a risk score for the component based on a feature vector, generated by a machine learning model, comprising a plurality of features extracted from the component data, environmental compliance data, and the historical component data;
- and
- presenting the risk score for the component to a user.
Dependencies are inferred from the claim text.