@inproceedings{dfe5373872bd43cda498b2a65e5c79b8,
title = "The 360QS Toolkit for Sleep and Physical Activity Analysis Based on Wearables",
abstract = "Sleep and physical activity are human behaviours that play a major role in our health. Poor sleep or lack of physical activity have been found to increase health risks and reduce quality of life. The rapid adoption and evolution of pervasive computing systems, both in the health and wellness domain, are creating a new data-intensive context in which we can learn about the sleep and physical activity patterns of individuals. In this paper we provide an overview of the toolkit we have developed to conduct research on personal health data about sleep and physical activity. This toolkit has been used to develop predictive models of sleep quality based on wearable data, and also to create data visualizations to help healthcare professionals in making decisions.",
keywords = "actigraphy, health informatics, pervasive health, quantified self, sleep quality, wearables",
author = "Meghna Singh and Luis Fernandez-Luque and Jaideep Srivastava",
year = "2017",
month = nov,
day = "10",
doi = "10.1109/CBMS.2017.72",
language = "English (US)",
series = "Proceedings - IEEE Symposium on Computer-Based Medical Systems",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "680--681",
editor = "Bamidis, {Panagiotis D.} and Konstantinidis, {Stathis Th.} and Rodrigues, {Pedro Pereira}",
booktitle = "Proceedings - 2017 IEEE 30th International Symposium on Computer-Based Medical Systems, CBMS 2017",
note = "30th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2017 ; Conference date: 22-06-2017 Through 24-06-2017",
}