Evaluating an ordered list of recommended physical activities within health care system
Date Issued
2015
Author(s)
Vlahu-Gjorgievska, Elena
Koceski, Saso
Trajkovik, Vladimir
Abstract
Information and communication technologies make it possible to
bridge the gap and time barriers in the flow of health information and knowledge,
allowing every involved part in the health process to have access to the information. This approach provides the knowledge of the individual to contribute
effectively to the improvement in human health. But also, helps the collective
knowledge effectively to solve health problems on individual level. In this paper
we are evaluating the algorithm that generates recommendation for users. We are
using simulations on generic data to see how different types of activities are affecting the accuracy of the algorithm. On the basis of the performed activities and
blood glucose measurements, our recommendation algorithm should determine
list of activities that have bigger influence on the change of the blood glucose
levels. Generic data for our simulations are based on modeling of food intake and
physical activity influence over the blood glucose level
bridge the gap and time barriers in the flow of health information and knowledge,
allowing every involved part in the health process to have access to the information. This approach provides the knowledge of the individual to contribute
effectively to the improvement in human health. But also, helps the collective
knowledge effectively to solve health problems on individual level. In this paper
we are evaluating the algorithm that generates recommendation for users. We are
using simulations on generic data to see how different types of activities are affecting the accuracy of the algorithm. On the basis of the performed activities and
blood glucose measurements, our recommendation algorithm should determine
list of activities that have bigger influence on the change of the blood glucose
levels. Generic data for our simulations are based on modeling of food intake and
physical activity influence over the blood glucose level
Subjects
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