Sleep Quality Monitoring with Human Assisted Corrections

Ioannis Konstantoulas, Otilia Kocsis, Elias Dritsas, Nikos Fakotakis, Konstantinos Moustakas

2021

Abstract

Quality of life and wellness are heavily affected by sleep health, especially for older people who choose to remain active in the workforce. Work ability and efficiency are correlated to sleep quality. Several non- automated sleep assessment tools have been used by professionals in the healthcare industry. These tools may rely on the user report of sleep quality perception. There also are objective tools that can diagnose sleep disorder only for a limited amount of time in a hospital setting due to increased cost and heavy being very unwieldy in a house setting. This paper aims to present the SmartWork project approach for human assisted automated sleep quality assessment. The suggested method emphasizes the triggering mechanisms based on behavioural and lifestyle routine to assist an automated system in correcting the results for personalized scoring for each user. This work aims to guide older people in adopting a healthier sleep habit to enhance their sleep quality and increase satisfaction.

Paper Citation

in Harvard Style

Konstantoulas I., Kocsis O., Dritsas E., Fakotakis N. and Moustakas K. (2021). Sleep Quality Monitoring with Human Assisted Corrections. In Proceedings of the 13th International Joint Conference on Computational Intelligence - Volume 1: SmartWork; ISBN 978-989-758-534-0, SciTePress, pages 435-444. DOI: 10.5220/0010727100003063

in Bibtex Style

@conference{smartwork21,
author={Ioannis Konstantoulas and Otilia Kocsis and Elias Dritsas and Nikos Fakotakis and Konstantinos Moustakas},
title={Sleep Quality Monitoring with Human Assisted Corrections},
booktitle={Proceedings of the 13th International Joint Conference on Computational Intelligence - Volume 1: SmartWork},
year={2021},
pages={435-444},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010727100003063},
isbn={978-989-758-534-0},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 13th International Joint Conference on Computational Intelligence - Volume 1: SmartWork
TI - Sleep Quality Monitoring with Human Assisted Corrections
SN - 978-989-758-534-0
AU - Konstantoulas I.
AU - Kocsis O.
AU - Dritsas E.
AU - Fakotakis N.
AU - Moustakas K.
PY - 2021
SP - 435
EP - 444
DO - 10.5220/0010727100003063
PB - SciTePress