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000139600 0247_ $$2pmc$$apmc:PMC5676980
000139600 0247_ $$2ISSN$$a1387-2877
000139600 0247_ $$2ISSN$$a1875-8908
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000139600 037__ $$aDZNE-2020-05922
000139600 041__ $$aEnglish
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000139600 1001_ $$0P:(DE-HGF)0$$aYordanova, Kristina$$b0$$eCorresponding author
000139600 245__ $$aSituation Model for Situation-Aware Assistance of Dementia Patients in Outdoor Mobility.
000139600 260__ $$aAmsterdam$$bIOS Press$$c2017
000139600 264_1 $$2Crossref$$3print$$bIOS Press$$c2017-11-07
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000139600 520__ $$aDementia impairs spatial orientation and route planning, thus often affecting the patient's ability to move outdoors and maintain social activities. Situation-aware deliberative assistive technology devices (ATD) can substitute impaired cognitive function in order to maintain one's level of social activity. To build such a system, one needs domain knowledge about the patient's situation and needs. We call this collection of knowledge situation model.To construct a situation model for the outdoor mobility of people with dementia (PwD). The model serves two purposes: 1) as a knowledge base from which to build an ATD describing the mobility of PwD; and 2) as a codebook for the annotation of the recorded behavior.We perform systematic knowledge elicitation to obtain the relevant knowledge. The OBO Edit tool is used for implementing and validating the situation model. The model is evaluated by using it as a codebook for annotating the behavior of PwD during a mobility study and interrater agreement is computed. In addition, clinical experts perform manual evaluation and curation of the model.The situation model consists of 101 concepts with 11 relation types between them. The results from the annotation showed substantial overlapping between two annotators (Cohen's kappa of 0.61).The situation model is a first attempt to systematically collect and organize information related to the outdoor mobility of PwD for the purposes of situation-aware assistance. The model is the base for building an ATD able to provide situation-aware assistance and to potentially improve the quality of life of PwD.
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000139600 650_2 $$2MeSH$$aAwareness
000139600 650_2 $$2MeSH$$aDementia: psychology
000139600 650_2 $$2MeSH$$aEnvironment
000139600 650_2 $$2MeSH$$aHumans
000139600 650_2 $$2MeSH$$aInterviews as Topic
000139600 650_2 $$2MeSH$$aMobility Limitation
000139600 650_2 $$2MeSH$$aModels, Psychological
000139600 650_2 $$2MeSH$$aOrientation
000139600 650_2 $$2MeSH$$aSelf-Help Devices
000139600 650_2 $$2MeSH$$aSpatial Navigation
000139600 650_2 $$2MeSH$$aWalking
000139600 7001_ $$0P:(DE-2719)2810564$$aKoldrack, Philipp$$b1$$udzne
000139600 7001_ $$0P:(DE-2719)2811772$$aHeine, Christina$$b2$$udzne
000139600 7001_ $$0P:(DE-HGF)0$$aHenkel, Ron$$b3
000139600 7001_ $$0P:(DE-HGF)0$$aMartin, Mike$$b4
000139600 7001_ $$0P:(DE-2719)2000026$$aTeipel, Stefan$$b5$$udzne
000139600 7001_ $$0P:(DE-HGF)0$$aKirste, Thomas$$b6
000139600 77318 $$2Crossref$$3journal-article$$a10.3233/jad-170105$$b : IOS Press, 2017-11-07$$n4$$p1461-1476$$tJournal of Alzheimer's Disease$$v60$$x1387-2877$$y2017
000139600 773__ $$0PERI:(DE-600)2070772-1$$a10.3233/JAD-170105$$gVol. 60, no. 4, p. 1461 - 1476$$n4$$p1461-1476$$q60:4<1461 - 1476$$tJournal of Alzheimer's disease$$v60$$x1387-2877$$y2017
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000139600 8567_ $$2Pubmed Central$$uhttp://www.ncbi.nlm.nih.gov/pmc/articles/PMC5676980
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