Data Analysis for Physical Activity Monitoring
Master thesis
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Date
2019-06Metadata
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- Studentoppgaver (TN-IDE) [823]
Abstract
Physical activity is essential for humans for maintaining a healthy and comfortable
lifestyle. With science and technological advancements, there comes various guidelines
for the amount of physical activity a person should perform. Monitoring the physical
activity enables us to follow those guidelines and be aware of own activity.
Wearable computing is allowing us to track and monitor our own performed physical
activities by mostly intrinsic (minimal) interaction.
Physical activity monitoring is an emerging research area in wearable computing. Our
thesis is about identifying and classifying which activity is being performed.
We have used various classifiers and evaluation metrics to validate our classifier models.
Description
Master's thesis in Computer Science