Capturing nursing interactions from mobile sensor data and in-room sensors

Sozo Inoue, Kousuke Hayashida, Masato Nakamura, Yasunobu Nohara, Naoki Nakashima

研究成果: Chapter in Book/Report/Conference proceedingConference contribution

1 被引用数 (Scopus)

抄録

In this paper, we show two approaches for capturing nursing interactions in a hospital: 1) finding nursing intervals from mobile sensors with accelerometers and audio on nurses, and 2) recognizing nurses' entrance to a patient's room from in-room sensors of bed, loudness, and illuminance sensors. For 1), we firstly detect the nurses' entrance to the patient's room by walking detection from accelerometers and noise level on mobile sensors, and detect the interval of interaction between nurses and the patient. For 2), we recognize the nurse's entrance to the patient's room with in-room sensors, using separate algorithms between day and night. We developed the algorithms using the sensor data collected in a cardiovascular center in a real hospital for one year. It could be a important baseline technique to find valuable intervals from long and big data of sensors.

本文言語英語
ホスト出版物のタイトルDesign, User Experience, and Usability
ホスト出版物のサブタイトルUser Experience in Novel Technological Environments - Second International Conference, DUXU 2013, Held as Part of HCI International 2013, Proceedings
ページ280-289
ページ数10
PART 3
DOI
出版ステータス出版済み - 8 1 2013
イベント2nd International Conference on Design, User Experience, and Usability: User Experience in Novel Technological Environments, DUXU 2013, Held as Part of 15th International Conference on Human-Computer Interaction, HCI International 2013 - Las Vegas, NV, 米国
継続期間: 7 21 20137 26 2013

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
番号PART 3
8014 LNCS
ISSN(印刷版)0302-9743
ISSN(電子版)1611-3349

その他

その他2nd International Conference on Design, User Experience, and Usability: User Experience in Novel Technological Environments, DUXU 2013, Held as Part of 15th International Conference on Human-Computer Interaction, HCI International 2013
国/地域米国
CityLas Vegas, NV
Period7/21/137/26/13

All Science Journal Classification (ASJC) codes

  • 理論的コンピュータサイエンス
  • コンピュータ サイエンス(全般)

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