Generating Specific Risk Cohorts
First Claim
1. A computer implemented method of generating risk scores for specific risk cohorts, the computer implemented method comprising:
- receiving digital sensor data associated with a specific risk cohort from a set of multimodal sensors, wherein the specific risk cohort comprises a set of identified cohort members, wherein the digital sensor data comprises metadata describing attributes associated with at least one cohort member in the set of identified cohort members;
retrieving description data for each cohort member in the set of identified cohort members to form a set of cohort description data, wherein the description data for the each cohort member comprises data describing at least one of a previous history and a current status of the cohort member, wherein the cohort member is a person, animal, plant, thing, or location;
generating a specific risk score for the specific risk cohort based on selected risk factors, the attributes associated with the at least one identified member, and the set of cohort description data; and
responsive to a determination that the specific risk score exceeds a risk threshold, initiating a response action.
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Abstract
A computer implemented method, apparatus, and computer program product for generating risk scores for specific risk cohorts. Digital sensor data associated with a specific risk cohort is received from a set of multimodal sensors. The specific risk cohort includes a set of identified cohort members. The digital sensor data includes metadata describing attributes associated with at least one cohort member in the set of identified cohort members. Description data for each cohort member in the set of identified cohort members is retrieved to form a set of cohort description data. The description data for each cohort member comprises data describing a previous history of the cohort member or a current status of the cohort member. The cohort member is a person, animal, plant, thing, or location. A specific risk score is generated for the specific risk cohort based on selected risk factors, the attributes associated with the at least one identified member, and the set of cohort description data. A response action is initiated in response to a determination that the specific risk score exceeds a risk threshold.
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Citations
20 Claims
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1. A computer implemented method of generating risk scores for specific risk cohorts, the computer implemented method comprising:
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receiving digital sensor data associated with a specific risk cohort from a set of multimodal sensors, wherein the specific risk cohort comprises a set of identified cohort members, wherein the digital sensor data comprises metadata describing attributes associated with at least one cohort member in the set of identified cohort members; retrieving description data for each cohort member in the set of identified cohort members to form a set of cohort description data, wherein the description data for the each cohort member comprises data describing at least one of a previous history and a current status of the cohort member, wherein the cohort member is a person, animal, plant, thing, or location; generating a specific risk score for the specific risk cohort based on selected risk factors, the attributes associated with the at least one identified member, and the set of cohort description data; and responsive to a determination that the specific risk score exceeds a risk threshold, initiating a response action. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
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11. A computer implemented method of generating risk scores for specific risk cohorts, the computer implemented method comprising:
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responsive to receiving digital sensor data associated with a general risk cohort, identifying a general risk score associated with the general risk cohort, wherein the digital sensor data comprises metadata describing general risk attributes associated with members of the general risk cohort, and wherein the general risk score is generated based on an analysis of the general risk attributes and a first set of selected risk factors, and wherein each member of the general risk cohort is a representative of a general category of objects; responsive to a determination that the general risk score exceeds a risk threshold, retrieving digital sensor data associated with members of a specific risk cohort from a set of multimodal sensors, wherein the specific risk cohort comprises a set of identified cohort members, wherein the digital sensor data comprises metadata describing specific risk attributes associated with the set of identified cohort members; retrieving description data for each cohort member in the set of identified cohort members to form a set of cohort description data, wherein the description data for the each cohort member comprises data describing at least one of a previous history and a current status of the cohort member; generating a specific risk score for the specific risk cohort based on a second set of selected risk factors, the specific risk attributes associated with the specific risk cohort, and the set of cohort description data; and responsive to a determination that the specific risk score exceeds a risk threshold, initiating a response action. - View Dependent Claims (12)
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13. A computer program product for risk scores for specific risk cohorts, the computer program product comprising:
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a computer usable medium having computer usable program code embodied therewith, the computer usable program code comprising; computer usable program code configured to receive digital sensor data associated with a specific risk cohort from a set of multimodal sensors, wherein the specific risk cohort comprises a set of identified cohort members, wherein the digital sensor data comprises metadata describing attributes associated with at least one cohort member in the set of identified cohort members; computer usable program code configured to retrieve description data for each cohort member in the set of identified cohort members to form a set of cohort description data, wherein the description data for the each cohort member comprises data describing at least one of a previous history and a current status of the cohort member, wherein the cohort member is a person, animal, plant, thing, or location; computer usable program code configured to generate a specific risk score for the specific risk cohort based on selected risk factors, the attributes associated with the at least one identified member, and description data in the set of cohort description data; and computer usable program code configured to initiate a response action in response to a determination that the specific risk score exceeds a risk threshold. - View Dependent Claims (14, 15, 16, 17)
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18. An apparatus comprising:
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a bus system; a communications system coupled to the bus system; a memory connected to the bus system, wherein the memory includes computer usable program code; and a processing unit coupled to the bus system, wherein the processing unit executes the computer usable program code to receive digital sensor data associated with a specific risk cohort from a set of multimodal sensors, wherein the specific risk cohort comprises a set of identified cohort members, wherein the digital sensor data comprises metadata describing attributes associated with at least one cohort member in the set of identified cohort members;
retrieve description data for each cohort member in the set of identified cohort members to form a set of cohort description data, wherein the description data for the each cohort member comprises data describing at least one of a previous history and a current status of the cohort member, wherein the cohort member is a person, animal, plant, thing, or location;
generate a specific risk score for the specific risk cohort based on selected risk factors, the attributes associated with the at least one identified member, and the set of cohort description data; and
initiate a response action in response to a determination that the specific risk score exceeds a risk threshold. - View Dependent Claims (19, 20)
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Specification