Towards Habit Recognition in Smart Homes for People with Dementia

@inproceedings{Chimamiwa2019TowardsHR,
  title={Towards Habit Recognition in Smart Homes for People with Dementia},
  author={Gibson Chimamiwa and Marjan Alirezaie and Hadi Banaee and Uwe K{\"o}ckemann and A. Loutfi},
  booktitle={AmI},
  year={2019}
}
The demand for smart home technologies that enable ageing in place is rising. Through activity recognition, users’ activities can be monitored. However, for dementia patients, activity recognition alone cannot address the challenges associated with changes in the user’s habits along the disease’s stage transitions. Extending activity recognition to habit recognition enables the capturing of patients’ habits and changes in habits in order to detect anomalies. This paper aims to introduce… Expand
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