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US 11,380,442 B2Granted
Computing system predicting health using correlated health assertion library
AssigneeHi.Q, Inc.
InventorsShuo Jiao, Munjal Shah, Ardaman Singh
Life of this patent
Estimating the term…
Abstract
A computing system can execute a correlation model to determine correlation values for health assertions, where the correlation value for each health assertion indicates a level of correlation between the health assertion and one or more actual health outcomes. Actual health outcomes are provided by control group users who have also provided responses, either correct or incorrect, to each of the health assertions. The computing system may then provide users with a health trivia session comprised of these health assertions, and based at least in part on the performance of the user during the trivia session, generate a health profile for the user.
Claims20
A computing system implementing health service, the computing system comprising:
- a network communication interface to communicate, over one or more wireless networks, with computing devices of users of the health service;
- one or more processors;
- a memory storing instructions that, when executed by the one or more processors, cause the one or more processors to:
- execute a correlation model to determine a correlation value for each respective health assertion in a collection of health assertions based on (i) answers to the respective health assertion provided by individuals in a control group, and (ii) known health outcomes of each individual in the control group, wherein the correlation value for each respective health assertion in the collection corresponds to a set of health correlations between knowledge associated with the respective health assertion and the known health outcomes of the individuals in the control group, wherein the collection of health assertions are configured to test general health knowledge of the user of the health service and not query user-specific information of the users;
- generate, over the one or more wireless networks, a health trivia session to be presented on a computing device of a user, the health trivia session comprising a set of health assertions from the collection of health assertions;
- receive, over the one or more wireless networks, a corresponding set of responses to the set of health assertions from the computing device of the user;
- for each response in the corresponding set of responses, determine a correctness for the response, the correctness indicating whether the user answered a corresponding health assertion correctly or incorrectly;
- based on (i) the correctness of each response in the corresponding set of responses, and (ii) the correlation value of each health assertion in the set of health assertions provided during the trivia session, generate a health profile for the user;
- based on the health profile of the user, determine whether the user qualifies for one or more health service benefits;
- and
- in response to determining that the user qualifies for one or more health service benefits, generate, over the one or more wireless networks, a service customer interface to be displayed on the computing device of the user, the service customer interface enabling the user to redeem or purchase a health service product using the one or more health service benefits.
8 more elements
A non-transitory computer readable medium storing instructions that, when executed by one or more processors of a computing system, cause the computing system to:
- communicate, over one or more wireless networks, with computing devices of users of a health service;
- execute a correlation model to determine a correlation value for each respective health assertion in a collection of health assertions based on (i) answers to the respective health assertion provided by individuals in a control group, and (ii) known health outcomes of each individual in the control group, wherein the correlation value for each respective health assertion in the collection corresponds to a set of health correlations between knowledge associated with the respective health assertion and the known health outcomes of the individuals in the control group, wherein the collection of health assertions are configured to test general health knowledge of the user of the health service and not query user-specific information of the users;
- generate, over the one or more wireless networks, a health trivia session to be presented on a computing device of a user, the health trivia session comprising a set of health assertions from the collection of health assertions;
- receive, over the one or more wireless networks, a corresponding set of responses to the set of health assertions from the computing device of the user;
- for each response in the corresponding set of responses, determine a correctness for the response, the correctness indicating whether the user answered a corresponding health assertion correctly or incorrectly;
- based on (i) the correctness of each response in the corresponding set of responses, and (ii) the correlation value of each health assertion in the set of health assertions provided during the trivia session, generate a health profile for the user;
- based on the health profile of the user, determine whether the user qualifies for one or more health service benefits;
- and
- in response to determining that the user qualifies for one or more health service benefits, generate, over the one or more wireless networks, a service customer interface to be displayed on the computing device of the user, the service customer interface enabling the user to redeem or purchase a health service product using the one or more health service benefits.
6 more elements
A computer-implemented method of implementing a health service, the method being performed by one or more processors of a computing system and comprising:
- communicating, over one or more wireless networks, with computing devices of users of a health service;
- executing a correlation model to determine a correlation value for each respective health assertion in a collection of health assertions based on (i) answers to the respective health assertion provided by individuals in a control group, and (ii) known health outcomes of each individual in the control group, wherein the correlation value for each respective health assertion in the collection corresponds to a set of health correlations between knowledge associated with the respective health assertion and the known health outcomes of the individuals in the control group, wherein the collection of health assertions are configured to test general health knowledge of the user of the health service and not query user-specific information of the users;
- generating, over the one or more wireless networks, a health trivia session to be presented on a computing device of a user, the health trivia session comprising a set of health assertions from the collection of health assertions;
- receiving, over the one or more wireless networks, a corresponding set of responses to the set of health assertions from the computing device of the user;
- for each response in the corresponding set of responses, determining a correctness for the response, the correctness indicating whether the user answered a corresponding health assertion correctly or incorrectly;
- based on (i) the correctness of each response in the corresponding set of responses, and (ii) the correlation value of each health assertion in the set of health assertions provided during the trivia session, generating a health profile for the user;
- based on the health profile of the user, determining whether the user qualifies for one or more health service benefits;
- and
- in response to determining that the user qualifies for one or more health service benefits, generating, over the one or more wireless networks, a service customer interface to be displayed on the computing device of the user, the service customer interface enabling the user to redeem or purchase a health service product using the one or more health service benefits.
6 more elements
Dependencies are inferred from the claim text.