NEAREST NEIGHBOR PREDICTIONS FOR PROVIDING HEALTH INSIGHTS
First Claim
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1. A network-accessible computer, comprising:
- a network-communications interface configured to receive health metrics of a user via a computer network;
a logic machine configured to localize the user in a virtual space based on the health metrics of the user;
the logic machine configured to identify k nearest neighbors in the virtual space having k shortest Euclidean distances to the user in the virtual space;
the logic machine configured to generate a health insight comparing the user to the k nearest neighbors; and
the network-communications interface configured to send the health insight to a computing device associated with the user via the computer network.
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Abstract
A network-accessible computer includes a network-communications interface, configured to receive health metrics of a user over a computer network. The network-accessible computer also includes a logic machine, which is configured to localize the user in a virtual space based on the health metrics, identify k nearest neighbors in the virtual space having k shortest Euclidean distances to the user, and generate a health insight comparing the user to the k nearest neighbors. The network-communications interface is further configured to send the health insight to a computing device associated with the user via the computer network.
16 Citations
20 Claims
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1. A network-accessible computer, comprising:
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a network-communications interface configured to receive health metrics of a user via a computer network; a logic machine configured to localize the user in a virtual space based on the health metrics of the user; the logic machine configured to identify k nearest neighbors in the virtual space having k shortest Euclidean distances to the user in the virtual space; the logic machine configured to generate a health insight comparing the user to the k nearest neighbors; and the network-communications interface configured to send the health insight to a computing device associated with the user via the computer network. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12)
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13. A network-accessible computer, comprising:
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a network-communications interface configured to receive health metrics of a user from a health-monitoring computing device via a computer network, the user'"'"'s health metrics including a health metric measured by a health sensor of the health-monitoring computing device; a logic machine configured to localize the user in a virtual space based on the user'"'"'s health metrics; the logic machine configured to identify k nearest neighbors in the virtual space having k shortest Euclidean distances to the user; the logic machine configured to generate a health insight comparing the user to the k nearest neighbors; and the network-communications interface configured to send the health insight to the health-monitoring computing device associated with the user via the computer network. - View Dependent Claims (14, 15, 16, 17, 18)
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19. A method for generating and presenting health insights, the method comprising:
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receiving health metrics from a plurality of health-monitoring computing devices associated with a plurality of users; localizing each particular user of the plurality of users in a virtual space according to the received health metrics; for each particular user, identifying k nearest neighbors of the particular user by identifying k other users in the virtual space having k shortest Euclidean distances to the particular user; for each particular user, generating one or more health insights by comparing one or more health metrics of the particular user'"'"'s health metrics to one or more health metrics associated with the k nearest neighbors; and distributing generated health insights to the plurality of health-monitoring computing devices for presentation to the plurality of users. - View Dependent Claims (20)
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Specification