Treffer: Domain Specific Services for Continuous Diagnoses in the Context of Ambient Assisted Living ― AAL

Title:
Domain Specific Services for Continuous Diagnoses in the Context of Ambient Assisted Living ― AAL
Authors:
BUSCH, Bjoern-Helge, WELGE, Ralph
Source:
DMIN 2011 : proceedings of the 2011 international conference on data mining (Las Vegas NV, July 18-21, 2011). :106-112
Publisher Information:
[S.l.]: CSREA Press, 2011.
Publication Year:
2011
Physical Description:
print, 25 ref
Original Material:
INIST-CNRS
Subject Terms:
Computer science, Informatique, Sciences exactes et technologie, Exact sciences and technology, Sciences appliquees, Applied sciences, Informatique; automatique theorique; systemes, Computer science; control theory; systems, Logiciel, Software, Systèmes informatiques et systèmes répartis. Interface utilisateur, Computer systems and distributed systems. User interface, Sciences biologiques et medicales, Biological and medical sciences, Sciences biologiques fondamentales et appliquees. Psychologie, Fundamental and applied biological sciences. Psychology, Psychologie. Psychophysiologie, Psychology. Psychophysiology, Sciences medicales, Medical sciences, Informatique, statistique et modelisations biomedicales, Computerized, statistical medical data processing and models in biomedicine, Informatique médicale et enseignement, Medical computing and teaching, Psychologie. Psychanalyse. Psychiatrie, Psychology. Psychoanalysis. Psychiatry, A domicile, At home, A domicilio, Application médicale, Medical application, Aplicación medical, Approche probabiliste, Probabilistic approach, Enfoque probabilista, Commande répartie, Distributed control, Control repartido, Diagnostic, Diagnosis, Diagnóstico, Gériatrie, Geriatrics, Geriatría, Intergiciel, Middleware, Logicial personalizado, Module fonctionnel, Functional module, Módulo funcional, Modèle Markov caché, Hidden Markov model, Modelo Markov oculto, Modélisation, Modeling, Modelización, Monitorage, Monitoring, Monitoreo, Réseau capteur, Sensor array, Red sensores, Soin, Care, Cuidado, Système contrôle commande, Monitoring control system, Sistema control mando, Système réparti, Distributed system, Sistema repartido, Système événement discret, Discrete event system, Sistema acontecimiento discreto, Validation, Validación
Document Type:
Konferenz Conference Paper
File Description:
text
Language:
English
Author Affiliations:
Institute VauST, Leuphana University Lueneburg, Lueneburg, Lower Saxony, Germany
Access URL:
http://pascal-francis.inist.fr/vibad/index.php?action=search&terms=26051774
Rights:
Copyright 2015 INIST-CNRS
CC BY 4.0
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
Notes:
Computer science; theoretical automation; systems

Psychology. Ethology

Public health. Hygiene-occupational medicine. Information processing

FRANCIS
Accession Number:
edscal.26051774
Database:
PASCAL Archive

Weitere Informationen

This article broaches the issue of a human centered assistance system which implements a continuous health monitoring system based on situation recognition. Concerning the initiating background of Ambient Assisted Living, the assistance system, addressing the domain of geriatric home care, evaluates distributed sensor-, actuator- and communicator networks to afford situation dependent services for people with special demands. After an introduction to the field of research under consideration of essential exigencies, the architectural concept of the middleware and their coherent functional modules are described. Thereby, the focus lies on the preprocessing techniques and the probabilistic modeling through Hidden Markov Model, which are a sufficient solution for the delineation of discrete event systems. Mapping the medical problem of heart insufficiency (HI), we gain an ostensive instance for the demonstration of our approach and obtain and present first results based on real and simulated data for the demonstration and validation of the system.