@inproceedings{b4a64662bb5646209d19971b46acb6b0,
title = "SleepTherMo: The affect of in-cloth monitored body temperature change during sleep on human well-being",
abstract = "With the advent of 24/7 technology-driven society, there are rising discomforts and increasing concerns over sleep. Quality of sleep critically affects human well-being and everyday performance. A good night{\textquoteright}s sleep, therefore, is essential to prepare one{\textquoteright}s mind and body for the next day. In this paper, we propose SleepThermo, a system that identifies the affect of in-cloth monitored body temperature change during sleep on human well-being. The primary purpose of this research is to determine the relationship between in-clothing body temperature and mental/physical conditions, and then elicit positive insights to improve sleep quality. Our evaluation proved that there is a potential for body temperature to be used in identifying mental and physical conditions. In addition, personalized models achieved better balanced accuracy than overall models in all subjects.",
keywords = "Body, Circadian, Human, Sleep, Sleep quality, Temperature, Well-being",
author = "Kento Katsumata and Yuka Noda and Naohiro Isokawa and Shin Katayama and Tadashi Okoshi and Jin Nakazawa",
year = "2019",
month = sep,
day = "9",
doi = "10.1145/3341162.3347079",
language = "English",
series = "UbiComp/ISWC 2019- - Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers",
publisher = "Association for Computing Machinery, Inc",
pages = "1174--1177",
booktitle = "UbiComp/ISWC 2019- - Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers",
note = "2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2019 ACM International Symposium on Wearable Computers, UbiComp/ISWC 2019 ; Conference date: 09-09-2019 Through 13-09-2019",
}