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  1. Proceedings of the 3rd International Workshop on Sensor-based Activity Recognition and Interaction (iWOAR '16)
  2. Towards a situation model for assessing challenging behaviour of people with dementia
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SmartMove: a smartwatch algorithm to distinguish between high- and low-amplitude motions as well as doffed-states by utilizing noise and sleep
Coping with variability in motion based activity recognition
Towards a situation model for assessing challenging behaviour of people with dementia
WeaRelaxAble: a wearable system to enhance stress resistance using various kinds of feedback stimuli
Activity recognition for physical therapy: fusing signal processing features and movement patterns
AGIS: automated tool detection & hand-arm vibration estimation using an unmodified smartwatch
okinesio: the development of open hardware for quantified self
CapTap: combining capacitive gesture recognition and acoustic touch detection
Tool support for the online annotation of sensor data

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Towards a situation model for assessing challenging behaviour of people with dementia

Content Provider ACM Digital Library
Author Bader, Sebastian Yordanova, Kristina Heine, Christina Kirste, Thomas Teipel, Stefan
Abstract With the increase of elderly population, the percentage of people suffering from dementia also increases. Typically, patients with dementia are cared for at home by family members. The task of caregiving is associated with significant psychological and physical stress that affects both the caregiver and the person with dementia. One solution to improving the task of caregiving is to provide an assistive system that is able to automatically recognise when challenging behaviour is exhibited and to provide suggestions for appropriate intervention strategies. To achieve that however, the system needs a situation model that provides the context information needed to recognise the type of behaviour and to reason about its causes. To address this problem, this paper performs a systematic analysis of the elements needed for building a situation model for assessing the behaviour of people with Alzheimer's disease (AD). The analysis consists of literature review, interviews with experts, and brainstorming sessions. As a result, the work proposes a concept of a situation model for assessing the challenging behaviour of people with dementia based on sensor observations.
Starting Page 1
Ending Page 6
Page Count 6
File Format PDF
ISBN 9781450342452
DOI 10.1145/2948963.2948970
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2016-06-23
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Ontology Knowledge elicitation Assistive systems Situation model Dementia
Content Type Text
Resource Type Article
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