DocumentCode :
1694351
Title :
Causality-based transparency and accuracy in system modeling with human-machine collaboration
Author :
Marutschke, D. Moritz ; Nakajima, Hiroshi ; Tsuchiya, Naoki ; Yoneda, Mitsuhiro ; Iwami, Taro
Author_Institution :
Augsburg Univ. of Appl. Sci., Augsburg
fYear :
2008
Firstpage :
1
Lastpage :
6
Abstract :
The main achievement in future analysis is to acquire causality, transparency and accuracy utilizing human-machine collaboration. We propose a process of close interaction between humans and machines for system modeling, which is backed up by a method to combine human expert knowledge with the performance of information criteria. This approach not only promises the best accuracy but also interdisciplinary transparency. The generic technology is then directed to the estimation of visceral fat area based on bioelectrical impedance analysis and on energy consumption management.
Keywords :
bioelectric phenomena; causality; man-machine systems; statistical analysis; bioelectrical impedance analysis; causality-based transparency; energy consumption management; human expert knowledge; human-machine collaboration; information criteria; interdisciplinary transparency; system modeling; visceral fat area estimation; Bioelectric phenomena; Collaboration; Energy consumption; Energy management; Humans; Impedance; Information analysis; Man machine systems; Modeling; Technology management; Causality Acquisition; Health Management Technology; Human-Machine Collaboration; Model Selection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Automation Congress, 2008. WAC 2008. World
Conference_Location :
Hawaii, HI
Print_ISBN :
978-1-889335-38-4
Electronic_ISBN :
978-1-889335-37-7
Type :
conf
Filename :
4698955
Link To Document :
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