Architecture of an adaptive, human-centered assistance system
Publikation: Beiträge in Sammelwerken › Aufsätze in Konferenzbänden › Forschung › begutachtet
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Proceedings of the 2010 International Conference on Artificial Intelligence, ICAI 2010. Band 2 CSREA Press, 2010. S. 691-696 (Proceedings of the 2010 International Conference on Artificial Intelligence, ICAI 2010; Band 2).
Publikation: Beiträge in Sammelwerken › Aufsätze in Konferenzbänden › Forschung › begutachtet
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RIS
TY - CHAP
T1 - Architecture of an adaptive, human-centered assistance system
AU - Busch, Björn-Helge
AU - Kujath, Alexander
AU - Welge, Ralph
AU - Witthöft, Heiko
AU - Bette, Markus
N1 - Conference code: 12
PY - 2010
Y1 - 2010
N2 - The demographic trend in Germany predicts a shift of the age pyramid for the next forty years with an increasing proportion of elderly people who live alone at home. This paper proposes the architecture of an adaptive, humancentered assistance system as a solution for the inherent social changes. This cognitive system determines the actual situation of the user with the help of probabilistic procedures for the evaluation of multiple medical and other physical parameterslike heart rate, blood pressure or the position of the user in order to react in emergency situations appropriately. A straightforward ontology explains the thoughts behind the architecture and demonstrates the semantic integration of anabstracted emergency detection. Finally the publication recapitulates that human-centered assistance systems which combine ambient assisted technologies facilitate the daily life of elderly people in the future.
AB - The demographic trend in Germany predicts a shift of the age pyramid for the next forty years with an increasing proportion of elderly people who live alone at home. This paper proposes the architecture of an adaptive, humancentered assistance system as a solution for the inherent social changes. This cognitive system determines the actual situation of the user with the help of probabilistic procedures for the evaluation of multiple medical and other physical parameterslike heart rate, blood pressure or the position of the user in order to react in emergency situations appropriately. A straightforward ontology explains the thoughts behind the architecture and demonstrates the semantic integration of anabstracted emergency detection. Finally the publication recapitulates that human-centered assistance systems which combine ambient assisted technologies facilitate the daily life of elderly people in the future.
KW - Informatics
KW - OWL-DL
KW - architecture
KW - assistance systems
KW - probabilistic modeling
KW - situation recognition
KW - prediction
KW - Architecture
KW - Assistance systems
KW - OWL-DL
KW - Prediction
KW - Probabilistic modeling
KW - Situation recognition
UR - http://www.scopus.com/inward/record.url?scp=78650723337&partnerID=8YFLogxK
M3 - Article in conference proceedings
SN - 1-60132-146-5
SN - 978-160132148-0
VL - 2
T3 - Proceedings of the 2010 International Conference on Artificial Intelligence, ICAI 2010
SP - 691
EP - 696
BT - Proceedings of the 2010 International Conference on Artificial Intelligence, ICAI 2010
PB - CSREA Press
T2 - 12th International Conference on Artificial Intelligence - ICAI 2010
Y2 - 12 July 2010 through 15 July 2010
ER -