Personalized avatar responsive to user physical state and context

A method comprising:

• monitoring, by a system comprising a processor, user adherence to a defined program followed by a user based on feedback information associated with performance of the defined program by the user received over the course of the defined program, wherein the feedback information comprises physiological information regarding a physiological state of the user and context information regarding a context of the user;
• determining, by the system, whether the user is deviating or is likely to deviate from a requirement of the defined program based on the feedback information and historical behavior information regarding one or more historical behaviors of the user or similar users associated with the physiological state and the context, wherein the determining whether the user is deviating or is likely to deviate is further based on a known schedule of the user, and wherein the one or more historical behaviors comprise a first behavior known to deviate from the requirement;
• generating an avatar that emulates appearance of the user in present appearance or a desired future appearance, wherein the avatar visually conveys current fatigue state of the user, and
• utilizing machine learning techniques to provide real-time customized instruction via the avatar to facilitate adherence to the defined program, and to mitigate the user from over-exertion,
• wherein the real-time customized instruction is determined using the feedback information.

A machine-readable storage medium, comprising executable instructions that, when executed by a processor, facilitate performance of operations, comprising:

• monitoring user adherence to a defined program followed by a user based on feedback information associated with performance of the defined program by the user received over the course of the defined program, wherein the feedback information comprises physiological information regarding a physiological state of the user and context information regarding a context of the user;
• determining whether the user is deviating or is likely to deviate from a requirement of the defined program based on the feedback information and historical behavior information regarding one or more historical behaviors of the user or similar users associated with the physiological state and the context, wherein the determining whether the user is deviating or is likely to deviate is further based on a known schedule of the user, and wherein the one or more historical behaviors comprise a first behavior known to deviate from the requirement;
• generating an avatar that emulates appearance of the user in present appearance or a desired future appearance, wherein the avatar visually conveys current fatigue state of the user, and
• utilizing an inference component to provide real-time customized instruction via an avatar to facilitate adherence to the defined program, and to mitigate the user from over-exertion,
• wherein the real-time customized instruction is determined using the feedback information.