公开(公告)号：US20120221345A1

公开(公告)日：2012-08-30

申请号：US13033642

申请日：2011-02-24

申请人： Douglas J. McClure ,  Frederick C. Lee ,  Mary Beth Chalk ,  Catherine A. Hartman ,  Arnold J. Greenfield ,  Elizabeth M. Barbeau ,  Martin D. Adler ,  Christopher Pilkington ,  Jason J. Sroka ,  Robert A. MacWilliams

发明人： Douglas J. McClure ,  Frederick C. Lee ,  Mary Beth Chalk ,  Catherine A. Hartman ,  Arnold J. Greenfield ,  Elizabeth M. Barbeau ,  Martin D. Adler ,  Christopher Pilkington ,  Jason J. Sroka ,  Robert A. MacWilliams

IPC分类号： G06Q50/00

CPC分类号： G06Q10/00

摘要： Among other things, a method includes, on successive occasions over a period of time, gathering measured data and self-reported data that represent a health state of a particular participant in a health goal system, using the gathered data in a machine learning engine to select, for a current occasion, a current intervention to be self-applied by the particular participant, the machine learning engine having learned from data gathered from a group of participants on successive occasions, the effectiveness of sequences of self-applied interventions in improving the health states of participants who belong to respective groups that share similar characteristics, the current intervention being expected to affect, for the particular participant (i) a behavior, (ii) the health state, or (iii) a health awareness, and providing the particular participant, electronically through a user interface, information that will encourage the particular participant to engage in the selected self-applied current intervention.

摘要翻译： 除其他之外，一种方法包括在一段时间内连续地收集表示健康目标系统中特定参与者的健康状态的测量数据和自我报告数据，使用机器学习引擎中收集的数据 选择当前场合，由特定参与者自行应用的当前干预，机器学习引擎从连续场合从一组参与者收集的数据中学习到，自我应用干预的顺序在改进中的有效性 属于属于具有类似特征的各个组的参与者的健康状态，对于特定参与者（i）行为，（ii）健康状态或（iii）健康意识，预期影响的当前干预，以及提供 特定参与者以电子方式通过用户界面，鼓励特定参与者参与所选择的自我应用的信息 目前的干预。