Multidimensional assessment of challenging behaviors in advanced stages of dementia in nursing homes-The insideDEM framework

Our results indicate that high-quality behavior data from real-world environments can be made available for the development of intelligent assistive systems and that the problem of noncompliance seems to be manageable. Currently, we train machine-learning algorithms to detect episodes of challenging behaviors in the recorded sensor data.