@inproceedings{12852e067e0b4674b3d14c4eddd3700b,
title = "Recognizing whether a person is eating alone or has company by using wearable devices",
abstract = "Mental health has received increasing attention in recent years, and a correlation between social interaction during eating and mental health noted. The purpose of this research is to determine if wearable devices can be used to recognize whether a person is eating alone or has company. Using a watch-type device and smartphone, the data, while eating in daily life, was collected. Using this data, we were able to recognize whether a person is eating alone or has company with an accuracy of 96.3%.",
keywords = "eating alone, random forest, smartphone, watch-type device",
author = "Kazuki Kiriu and Keiichi Ochiai and Akiya Inagaki and Naoki Yamamoto and Yusuke Fukazawa and Masatoshi Kimoto and Tsukasa Okimura and Yuri Terasawa and Takaki Maeda and Jun Ota",
year = "2018",
month = apr,
day = "2",
doi = "10.23919/ICMU.2017.8330088",
language = "English",
series = "2017 10th International Conference on Mobile Computing and Ubiquitous Network, ICMU 2017",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "1--2",
booktitle = "2017 10th International Conference on Mobile Computing and Ubiquitous Network, ICMU 2017",
note = "10th International Conference on Mobile Computing and Ubiquitous Network, ICMU 2017 ; Conference date: 03-10-2017 Through 05-10-2017",
}