Title :
Life2Guard: A Physical Disorder Detection in Private Rooms
Author :
Namatame, Naoya ; Nakazawa, Jin ; Takashio, Kaznori ; Tokuda, Hideyuki
Author_Institution :
Fac. of Environ. & Inf. Studies, Keio Univ., Fujisawa
fDate :
July 28 2008-Aug. 1 2008
Abstract :
We present a research result of our project named Life2Guard. The project aims at detecting a person facing a sudden physical disorder in private rooms such as restrooms. In this paper, firstly we specify the required functions for the system to detect physical disorders in private rooms, which are privacy-aware sensing, high availability, quick responsiveness and false-call avoidance. Secondly, we propose how we have implemented the system to fulfill the requirements using following key approaches: IRSensor, Bayesian network, approximate inference, Naive Bayes and user interaction. In this way we have succeeded in detecting physical disorders such as faint or convulsion in a certain situation for 100% within about 30 seconds.
Keywords :
Bayes methods; data privacy; Bayesian network; Naive Bayes methods; approximate inference; false-call avoidance; physical disorder detection; privacy-aware sensing; private rooms; user interaction; Internet; Context Awareness; Privacy; Sensor Webs;
Conference_Titel :
Applications and the Internet, 2008. SAINT 2008. International Symposium on
Conference_Location :
Turku
Print_ISBN :
978-0-7695-3297-4
DOI :
10.1109/SAINT.2008.86