We want to develop a companion for elderly persons that is generating recommendations based on their behavior, e.g. go on a walk or meet with your friend. To do that we need to analyze habits using GPS data, heart rate etc.
Does anyone have experience with a framework for adaptive learning that can help us in the development? Documented approaches would also help us.