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Decision of Daily Activities Associated with Sleeping based on Individual Behavioral Characteristics  

Cho, Seung-Ho (강남대학교 컴퓨터미디어공학부)
Son, Seon-Dong (강남대학교 컴퓨터미디어공학부)
Kim, Jin-Tae (강남대학교 컴퓨터미디어공학부)
Moon, Bong-Hee (숙명여자대학교 컴퓨터과학과)
Abstract
As a study on activities associated with sleeping, this paper is aimed to trace a behavior log by differentiating human behavior patterns. Toward this research purpose, we define a behavior log and a simplified feature vector about human behavior patterns associated with sleeping. Then, based on thresholds of the feature vector, we did experiments applying the individual-base behavior pattern decision algorithm to human behavior patterns. The important results derived from these experiments indicate that the proposed approach reflecting individual behavioral characteristics is more useful than the existing single group approach.
Keywords
sleeping; individual behavioral pattern; feature vector; wireless sensor;
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1 YTN news, http://www.sciencetv.kr/, 2010-08-08.
2 Lexware Labs, http://www.lexwarelabs.com/sleepcycle/ index.html
3 H. Hagiwara, et. al., "Measurement of Human Behavior in a Daily Life based on the Understanding of Biological Rhythm," in Proc. 41st SICE Annu. Conf., vol.2, pp.5-7, Aug. 2002.
4 Alwan M, Dalal S, Mack D, Kell S, Turner B. Leachtenauer, Felder R., "Impact of Monitoring Technology in Assisted Living: Outcome Pilot," IEEE Trans on ITB, vol.10 no.1 pp.192-198, 2006.
5 G. Virone, et. al., "Behavioral Patterns of Older Adults in Assisted Living," IEEE Trans. on Information Technology in Biomedicine, vol.10, no.3, pp.387-398, May. 2008.
6 S. Cho, W. Kim and B. Moon, "Classification of Behavioral Types Associated with Sleeping in Residential Space," Journal of KIISE: CPL, vol.16, no.4, pp.477-481, Apr. 2010. (in Korean)   과학기술학회마을
7 The owl, http://itunes.apple.com/app/id360558242? mt=8, rorobo.com
8 Glowing-pillow, http://www.trendhunter.com/trends/ glowing-pillow-case-wake-with-light
9 Doctor pillow, http://health.chosun.com/site/data/html_ dir /2006/11/17/2006111756006.html
10 UBee430, http://www.huins.com/
11 MiniSense 100 Vibration Sensor Rev 1, http://www.meas-spec.com