Title :
A Personalized Sleep Quality Assessment Mechanism Based on Sleep Pattern Analysis
Author :
Cheng, Shiao-Ping ; Mei, Hsing
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., Fu Jen Catholic Univ., Taipei, Taiwan
Abstract :
Most sleep management systems lack reliable assessment of sleep quality and receive single information source only. In this paper, we proposed a sleep quality assessment mechanism based on the physiological sleep pattern with scenarios of multiple data sources. This mechanism provides an intuitive personalized sleep quotient which encourages users to have long-term usage of sleep management service. It further helps users to understand their sleep patterns and adjust sleep habits. In addition, sleep medical professionals can strengthen the diagnostic judgment with this assessment mechanism.
Keywords :
medical diagnostic computing; sleep; diagnostic judgment; intuitive personalized sleep quotient; multiple data sources; personalized sleep quality assessment mechanism; physiological sleep pattern; sleep habits; sleep management service; sleep management systems; sleep medical professionals; sleep pattern analysis; Biomedical monitoring; Medical diagnostic imaging; Physiology; Quality assessment; Sleep; Sun; Switching circuits; Quality assessment; Sleep management service; Sleep quotient; Sleep stage;
Conference_Titel :
Innovations in Bio-Inspired Computing and Applications (IBICA), 2012 Third International Conference on
Conference_Location :
Kaohsiung
Print_ISBN :
978-1-4673-2838-8
DOI :
10.1109/IBICA.2012.55
