AUTOMATIC CONSTRUCTION OF PERSONALIZED, PEER-DERIVED MESSAGES FOR MOBILE HEALTH APPLICATIONS

摘要

A method is implemented by at least one server. The method includes obtaining a set of users as a function of profile records regarding a plurality of users. The method includes defining a subset of the users as a peer group based on peer group formation features by applying a clustering algorithm to profile records of the set of users. The method includes calculating a peer group metric value for the peer group based on behaviors of the subset of users in the peer group. The method includes calculating a user metric value for a target-user included in the subset based on behavior of the target-user. The method includes constructing a message relating the patient metric value to the peer group metric value.

主权项

1. A non-transitory computer readable medium embodying a computer program, the computer program comprising computer readable program code that, when executed by processing circuitry, causes the processing circuitry to:
obtain a set of users as a function of profile records regarding a plurality of users; define a subset of the users as a peer group based on peer group formation features by applying a clustering algorithm to profile records of the set of users; calculate a peer group metric value for the peer group based on behaviors of the subset of users in the peer group; calculate a user metric value for a target-user included in the subset based on behavior of the target-user; and construct a message relating the user metric value to the peer group metric value.