System and method of predicting the type of individual used with separate applications

A computer-system-implemented method, the computer system having at least one programmed processor to implement the method, the method comprising:

• continuously collecting data components with respect to an individual from a wearable sensor device;
• and
• collecting another set of data components with respect to the individual from a source separate from the wearable device;
• the computer system—
• (i) assembling a byte data structure for the individual that includes at least one bit determined from the collected data components from the wearable sensor device and at least one bit determined from said another set of data components;
• (ii) accessing data stored with respect to at least one other individual;
• (iii) determining a type for the individual by matching the byte data structure to the byte data structure of at least one other individual;
• and
• (iv) based on the type and the individual's collected data components, providing an input to a computer-implemented application, the application selected from the group consisting of a planning application, a teaching application, a recruiting application, a medical decision making application, a medical condition monitoring application, a medical diagnosis application, a disease management application, a fitness application, an weight loss application, a sport performance application and a care giving application.