SYSTEMS AND METHODS FOR DETERMINING RISK OUTLIERS AND PERFORMING ASSOCIATED RISK REVIEWS
First Claim
1. A method for risk review candidate determination, the method comprising:
- identifying two or more community categories within an entity;
determining, via a computing device processor, for a plurality of employees associated with the entity, one or more raw risk scores, wherein each raw risk score is associated with a risk category;
determining, via a computing device processor, community averages and community standard deviations for each community within the community categories based on the one or more raw risk scores;
determining, via a computing device processor, for the plurality of employees, one or more normalized risk scores, wherein each normalized risk score is based on the raw risk score and associated with a corresponding risk category and a corresponding community; and
determining, via a computing device processor, one or more risk review candidates from amongst the plurality of employees by comparing the normalized risk scores to predetermined normalized risk score thresholds.
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Abstract
Embodiments of the invention relate to risk review assessments and, more particularly to determining risk review candidates by identifying two or more community categories, determining risk scores for each user/employee across risk categories, normalizing the risk scores based on community averages and community standard deviations and determining risk review candidates by comparing the normalized risk scores to predetermined thresholds. In additional embodiments, an outlier reinforcement score for each user/employee by summing all of the positive-valued normalized risk scores across the two or more communities and comparing the outlier reinforcement score to a predetermined threshold.
109 Citations
27 Claims
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1. A method for risk review candidate determination, the method comprising:
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identifying two or more community categories within an entity; determining, via a computing device processor, for a plurality of employees associated with the entity, one or more raw risk scores, wherein each raw risk score is associated with a risk category; determining, via a computing device processor, community averages and community standard deviations for each community within the community categories based on the one or more raw risk scores; determining, via a computing device processor, for the plurality of employees, one or more normalized risk scores, wherein each normalized risk score is based on the raw risk score and associated with a corresponding risk category and a corresponding community; and determining, via a computing device processor, one or more risk review candidates from amongst the plurality of employees by comparing the normalized risk scores to predetermined normalized risk score thresholds. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. An apparatus for risk review candidate determination, the apparatus comprising:
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a computing platform including a memory and at least processor in communication with the memory; a risk outlier module stored in the memory, executable by the processor and including; one or more risk category score routines configured to determine, for a plurality of employees associated with an entity, a raw risk score; a community average and standard deviation routine configured to determine, community averages and community standard deviations for each community within two or more identified community categories, wherein the community averages and community standard deviations are determined based on the raw risk score; a risk score normalization routine configured to determine, for the plurality of employees, one or more normalized risk scores, wherein each normalized risk score based on a raw risk score and is associated with a risk category and a community; and a risk review candidate determination routine configured to determine one or more risk review candidates from amongst the plurality of employees by comparing the normalized risk scores to predetermined normalized risk score thresholds. - View Dependent Claims (11, 12, 13, 14, 15, 16, 17, 18)
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19. A computer program product comprising:
a non-transitory computer-readable medium comprising; a first set of codes for causing a computer to determine, for a plurality of employees associated with the entity, one or more raw risk scores, wherein each raw risk score is associated with a risk category; a second set of codes for causing a computer to determine community averages and community standard deviations for each community within two or more identified community categories based on the one or more raw risk scores; a third set of codes for causing a computer to determine, for the plurality of employees, one or more normalized risk scores, wherein each normalized risk score is based on a raw risk score and associated with a risk category and a community; and a fourth set of codes for causing a computer to determine one or more risk review candidates from amongst the plurality of employees by comparing the normalized risk scores to predetermined normalized risk score thresholds. - View Dependent Claims (20, 21, 22, 23, 24, 25, 26, 27)
Specification