International Business Machines Corporation
Managing user movement via machine learning

Abstract:

Techniques are described with respect to managing user movement. An associated method includes constructing a machine learning knowledge model based upon medical data from a plurality of individuals and medical data specific to a user, collecting mobility device sensor data from a plurality of mobility device sensors connected to at least one mobility device associated with the user, and collecting biometric sensor data from a plurality of biometric sensors associated with the user. The method further includes analyzing the mobility device sensor data in view of the biometric sensor data via the machine learning knowledge model to determine a plurality of mobility parameters for the user and determining at least one mobility recommendation for a transport activity in accordance with the plurality of mobility parameters. In an embodiment, the method further includes adapting at least one augmented reality device to digitally represent the at least one mobility recommendation.