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  4. A step forward in supporting home care more effectively
 
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August 31, 2022
Conference Paper
Title

A step forward in supporting home care more effectively

Title Supplement
Individually tailored in-home care consultancy utilizing machine learning
Abstract
Due to the ongoing demographic change, informal care is even more to be considered as main pillar in caring for the increasing number of care-dependent older people. However, informal caregivers do not feel sufficiently informed about suitable support measures and meeting their care tasks can pose a high burden on them. Therefore, in the nationally funded research project INGE an app was developed to implement quality-assured and outcome-oriented effective in-home care consultancy utilizing machine learning. Yet, data on home care are missing to build machine learning features. So, synthetic data generation was used in the INGE-project as compensation and improved later on by real data collected with the INGE app during in-home care consultancy visits. Outcomes of real data collection and the design of the INGE app will be presented in this paper.
Author(s)
Gappa, Henrike  
Fraunhofer-Institut für Angewandte Informationstechnik FIT  
Mohamad, Yehya
Fraunhofer-Institut für Angewandte Informationstechnik FIT  
Heiba, Naguib
Fraunhofer-Institut für Angewandte Informationstechnik FIT  
Zenz, Daniel
Mesenhöller, Tassilo
Zurkuhlen, Alexia
Pöpper, Janine
Schmidt-Barzynski, Wolfgang
Mainwork
DSAI 2022, 10th International Conference on Software Development and Technologies for Enhancing Accessibility and Fighting Info-exclusion. Proceedings  
Conference
International Conference on Software Development and Technologies for Enhancing Accessibility and Fighting Info-exclusion 2022  
Open Access
DOI
10.1145/3563137.3563159
Additional link
Full text
Language
English
Fraunhofer-Institut für Angewandte Informationstechnik FIT  
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