Remote Patient Management Systems (RPM) besides monitoring the health conditions of patients provide them with different information services that currently are predefined and follow one-size-fits-all paradigm to a large extend. In this work we focus on the problem of knowledge discovery and patient modeling by mining educational data, motivational and instructional feedback provided to patients within RPM system.